fix(api): scope segment batch deletes

Co-authored-by: Harsh Kashyap <Harsh23Kashyap@users.noreply.github.com>
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Harsh Kashyap <harshkashyap@Harshs-MacBook-Pro.local>

.agents/skills/e2e-cucumber-playwright/SKILL.md

@@ -5,7 +5,7 @@ description: Write, update, or review Dify end-to-end tests under `e2e/` that us
 
 # Dify E2E Cucumber + Playwright
 
-Use this skill for Dify's repository-level E2E suite in `e2e/`. Use [`e2e/AGENTS.md`](../../../e2e/AGENTS.md) as the canonical guide for local architecture and conventions, then apply Playwright/Cucumber best practices only where they fit the current suite.
+Use this skill for Dify's repository-level E2E suite in `e2e/`. Use [`e2e/AGENTS.md`](../../../e2e/AGENTS.md) as the canonical package guide for local architecture and conventions, then read any feature-scoped `AGENTS.md` that owns the target area. Apply Playwright/Cucumber best practices only where they fit the current suite.
 
 ## Scope
 
@@ -25,6 +25,8 @@ Use this skill for Dify's repository-level E2E suite in `e2e/`. Use [`e2e/AGENTS
 4. Read [`references/cucumber-best-practices.md`](references/cucumber-best-practices.md) only when scenario wording, step granularity, tags, or expression design are involved.
 5. Re-check official Playwright or Cucumber docs with the available documentation tools before introducing a new framework pattern.
 
+Keep this skill focused on Cucumber, Playwright, and package-level E2E guidance. Put feature-specific conventions in the owning feature's `AGENTS.md` instead of adding them here.
+
 ## Local Rules
 
 - `e2e/` uses Cucumber for scenarios and Playwright as the browser layer.
@@ -43,6 +45,7 @@ Use this skill for Dify's repository-level E2E suite in `e2e/`. Use [`e2e/AGENTS
    - Inspect the target feature area.
    - Reuse an existing step when wording and behavior already match.
    - Add a new step only for a genuinely new user action or assertion.
+   - Before adding several similar steps, scan the target capability for an existing domain noun that can be parameterized without hiding behavior.
    - Keep edits close to the current capability folder unless the step is broadly reusable.
 2. Write behavior-first scenarios.
    - Describe user-observable behavior, not DOM mechanics.
@@ -51,15 +54,19 @@ Use this skill for Dify's repository-level E2E suite in `e2e/`. Use [`e2e/AGENTS
 3. Write step definitions in the local style.
    - Keep one step to one user-visible action or one assertion.
    - Prefer Cucumber Expressions such as `{string}` and `{int}`.
+   - Use a bounded regex only when the accepted values are a small explicit domain set and Cucumber Expressions would make the Gherkin less natural.
+   - Do not create one-off steps for each case variant when the same domain action or outcome applies to named surfaces, modes, or resources.
    - Scope locators to stable containers when the page has repeated elements.
    - Avoid page-object layers or extra helper abstractions unless repeated complexity clearly justifies them.
 4. Use Playwright in the local style.
    - Prefer user-facing locators: `getByRole`, `getByLabel`, `getByPlaceholder`, `getByText`, then `getByTestId` for explicit contracts.
    - Use web-first `expect(...)` assertions.
    - Do not use `waitForTimeout`, manual polling, or raw visibility checks when a locator action or retrying assertion already expresses the behavior.
+   - Use `expect.poll` for API persistence, backend eventual consistency, captured browser events, or other non-DOM state; prefer locator assertions for DOM readiness and visible UI state.
+   - If a product element has real user-facing semantics but no accessible name, prefer fixing that accessible contract over adding a test id.
 5. Validate narrowly.
    - Run the narrowest tagged scenario or flow that exercises the change.
-   - Run `pnpm -C e2e check`.
+   - Run `vpr lint --fix --quiet` from the repository root and `pnpm -C e2e type-check`.
    - Broaden verification only when the change affects hooks, tags, setup, or shared step semantics.
 
 ## Review Checklist

.agents/skills/e2e-cucumber-playwright/references/cucumber-best-practices.md

@@ -39,6 +39,7 @@ Prefer reuse when:
 - the user action is genuinely the same
 - the expected outcome is genuinely the same
 - the wording stays natural across features
+- the parameter is a real product domain value such as a named surface, mode, resource, or status
 
 Write a new step when:
 
@@ -46,6 +47,8 @@ Write a new step when:
 - reusing the old wording would make the scenario misleading
 - a supposedly generic step would become an implementation-detail wrapper
 
+Do not optimize for a low step count by making vague steps. Optimize for a small set of truthful, domain-owned steps.
+
 ### 4. Prefer Cucumber Expressions
 
 Use Cucumber Expressions for parameters unless regex is clearly necessary.
@@ -59,6 +62,8 @@ Common examples:
 
 Keep expressions readable. If a step needs complicated parsing logic, first ask whether the scenario wording should be simpler.
 
+Use regex for a bounded natural-language alternative only when it keeps Gherkin readable, for example `/(Web app|Backend service API)/`. Avoid broad regexes that accept unowned language.
+
 ### 5. Keep step definitions thin and meaningful
 
 Step definitions are glue between Gherkin and automation, not a second abstraction language.

.agents/skills/e2e-cucumber-playwright/references/playwright-best-practices.md

@@ -41,6 +41,7 @@ Also remember:
 - repeated content usually needs scoping to a stable container
 - exact text matching is often too brittle when role/name or label already exists
 - `getByTestId` is acceptable when semantics are weak but the contract is intentional
+- when a real UI region, card, status, or icon lacks an accessible name, prefer adding that semantic contract in product code before falling back to `getByTestId`
 
 ### 3. Use web-first assertions
 
@@ -62,6 +63,8 @@ Avoid:
 
 If a condition genuinely needs custom retry logic, use Playwright's polling/assertion tools deliberately and keep that choice local and explicit.
 
+Use `expect.poll` for non-DOM truth such as API state, backend eventual consistency, generated resources, or captured browser events. For DOM state, use locator assertions so Playwright can apply actionability and web-first retry semantics.
+
 ### 4. Let actions wait for actionability
 
 Locator actions already wait for the element to be actionable. Do not preface every click/fill with extra timing logic unless the action needs a specific visible/ready assertion for clarity.

.agents/skills/frontend-code-review/references/dify-ui.md

@@ -40,9 +40,13 @@ Flag:
 - JavaScript conditional class logic for visual states that the Dify UI/Base UI primitive already exposes through `data-*` attributes or CSS variables.
 - Controlled props added when uncontrolled DOM state or CSS variables would be enough.
 - Thin wrappers that rename Base UI parts without adding semantics.
+- Generic Base UI selection primitives wrapped without preserving their value generics, such as `Select.Root<Value, Multiple>`, `RadioGroup<Value>`, or `Radio.Root<Value>`.
+- Shared select/radio option components that type selected values as `string` while callers pass enums, unions, booleans, numbers, objects, or nullable placeholder values.
 
 Prefer Base UI/Dify UI data attributes and CSS variables for visual state: `data-open`, `data-checked`, `data-disabled`, `data-highlighted`, `data-popup-open`, `group-data-*`, `peer-data-*`, `has-[:focus-visible]`, and primitive CSS variables such as anchor width or transform origin. Use JS conditional classes for product/business state that the primitive does not expose.
 
+For non-string `Select` and `RadioGroup` values, prefer explicit domain generics at the root and at child value carriers. JSX children do not inherit the parent generic, so `RadioGroup<PromptMode>` should compose with `Radio<PromptMode>`, `RadioRoot<PromptMode>`, or option values from a typed collection. For `Select`, prefer the Base UI `items` collection pattern for typed value-to-label rendering, and flag string coercion helpers used only to recover display labels.
+
 ## Forms
 
 Flag:

.agents/skills/how-to-write-component/SKILL.md

@@ -25,6 +25,8 @@ Use this as the component decision guide for Dify web. Existing code is referenc
 - Search before adding UI, hooks, helpers, query utilities, or styling patterns. Reuse existing base components, feature components, hooks, utilities, and design styles when they fit.
 - Follow Dify's CSS-first Tailwind v4 contract from `packages/dify-ui/README.md` and `packages/dify-ui/AGENTS.md`. Prefer design-system tokens, utilities, and radius mappings over generic Tailwind choices.
 - Group feature code by workflow, route, or ownership area with route-aligned names: components, hooks, local types, query helpers, atoms, constants, tests, and small utilities should live near the code that changes with them.
+- For each feature module, keep a module-local `README.md` as a boundary note. Start with the module name, a brief one-sentence description, then split dependencies into `Internal Modules` and `External Modules` sections; keep both sections and write `None.` when one category is empty. `Internal Modules` lists modules inside the same overall feature using paths from that feature root, such as `shared/domain/runtime-status`; `External Modules` lists project modules outside the feature using paths from the web root without a `web/` prefix, such as `app/components/base/skeleton`. Omit npm packages, workspace package dependencies, and whitelisted plumbing modules. Do not copy caller-relative import paths into the README.
+- Module README whitelist: `@/service/client`, `@/next/*`.
 - Keep source/default selection, validation, dirty checks, and payload shaping close to the workflow that owns submit behavior. Do not hide flow-specific priority order, fallback behavior, or submit semantics in generic utilities.
 - Prefer direct conditionals for small branch-specific decisions, especially form source selection and request payload assembly.
 - Loading states for page sections, cards, lists, tables, forms, and drawers should be skeletons scoped to the content being loaded. Use spinners only for small inline busy indicators.
@@ -67,6 +69,7 @@ Use this as the component decision guide for Dify web. Existing code is referenc
 - Avoid barrel files that only re-export secondary owners. `index.tsx` is acceptable for a route/tab entry component; import header controls, switches, sections, and row owners from their concrete owner files.
 - Type simple one-off props inline. Use a named `Props` type only when reused, exported, complex, or clearer.
 - Use API-generated or API-returned types at component boundaries. Keep small UI conversion helpers and one-off UI extensions beside the component that needs them.
+- Preserve domain value types for selection components. Do not widen enum, union, boolean, numeric, object, or nullable select/radio values to `string`; keep wrappers and option value carriers typed from their feature option collection.
 - Avoid `common.tsx` buckets for shared UI. Use a feature-local `components/` folder with concrete filenames that describe the shared role.
 - Do not create type aliases that only rename another type. Use aliases only for real UI concepts, refinements, or reusable local contracts.
 - Name values by their domain role and backend API contract, especially persistent IDs and route params. Normalize framework or route params at the boundary.

.github/CODEOWNERS

@@ -26,6 +26,9 @@
 /cli/ @GareArc
 /.github/workflows/cli-tests.yml @GareArc
 
+# E2E
+/e2e/ @lyzno1
+
 # Backend (default owner, more specific rules below will override)
 /api/ @QuantumGhost
 

.github/labeler.yml

@@ -7,3 +7,9 @@ web:
           - 'pnpm-lock.yaml'
           - 'pnpm-workspace.yaml'
           - '.nvmrc'
+
+e2e:
+  - changed-files:
+      - any-glob-to-any-file:
+          - 'e2e/**'
+          - '.github/workflows/web-e2e.yml'

.github/workflows/autofix.yml

@@ -51,6 +51,18 @@ jobs:
         with:
           files: |
             api/**
+      - name: Check frontend contract inputs
+        if: github.event_name != 'merge_group'
+        id: frontend-contract-changes
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
+        with:
+          files: |
+            api/**
+            packages/contracts/openapi-ts.api.config.ts
+            packages/contracts/package.json
+            packages/contracts/openapi/**
+            pnpm-lock.yaml
+            pnpm-workspace.yaml
       - name: Check dify-agent inputs
         if: github.event_name != 'merge_group'
         id: dify-agent-changes
@@ -143,8 +155,8 @@ jobs:
           uv run dev/generate_swagger_markdown_docs.py --swagger-dir ../packages/contracts/openapi --markdown-dir openapi/markdown --keep-swagger-json
 
       - name: Generate frontend contracts
-        if: github.event_name != 'merge_group' && steps.api-changes.outputs.any_changed == 'true'
-        run: pnpm --dir packages/contracts gen-api-contract-from-openapi
+        if: github.event_name != 'merge_group' && steps.frontend-contract-changes.outputs.any_changed == 'true'
+        run: pnpm --dir packages/contracts gen-api-contract
 
       - name: ESLint autofix
         if: github.event_name != 'merge_group' && steps.web-changes.outputs.any_changed == 'true'

.github/workflows/main-ci.yml

@@ -6,8 +6,6 @@ on:
   merge_group:
     branches: ["main"]
     types: [checks_requested]
-  push:
-    branches: ["main"]
 
 permissions:
   actions: write
@@ -324,6 +322,7 @@ jobs:
       - check-changes
     if: needs.pre_job.outputs.should_skip != 'true' && needs.check-changes.outputs.e2e-changed == 'true'
     uses: ./.github/workflows/web-e2e.yml
+    secrets: inherit
 
   web-e2e-skip:
     name: Skip Web Full-Stack E2E

.github/workflows/post-merge.yml

@@ -0,0 +1,54 @@
+name: Post-Merge Checks
+
+on:
+  push:
+    branches: ["main"]
+
+permissions:
+  contents: read
+
+concurrency:
+  group: post-merge-${{ github.sha }}
+  cancel-in-progress: false
+
+jobs:
+  check-changes:
+    name: Check Changed Files
+    runs-on: depot-ubuntu-24.04
+    outputs:
+      external-e2e-changed: ${{ steps.changes.outputs.external_e2e }}
+    steps:
+      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4.0.1
+        id: changes
+        with:
+          filters: |
+            external_e2e:
+              - 'e2e/features/agent-v2/**'
+              - 'e2e/scripts/**'
+              - 'e2e/support/**'
+              - '.github/workflows/post-merge.yml'
+              - '.github/workflows/web-e2e.yml'
+              - '.github/actions/setup-web/**'
+              - 'dify-agent/**'
+              - 'api/clients/agent_backend/**'
+              - 'api/core/app/apps/agent_app/**'
+              - 'api/core/workflow/nodes/agent_v2/**'
+              - 'api/controllers/console/agent/**'
+              - 'api/services/agent/**'
+              - 'api/core/plugin/**'
+              - 'api/services/plugin/**'
+              - 'api/core/tools/**'
+              - 'api/services/tools/**'
+              - 'web/features/agent-v2/**'
+              - 'web/app/(commonLayout)/roster/**'
+              - 'web/app/components/workflow/nodes/agent-v2/**'
+
+  external-e2e:
+    name: External Runtime E2E
+    needs: check-changes
+    if: needs.check-changes.outputs.external-e2e-changed == 'true'
+    uses: ./.github/workflows/web-e2e.yml
+    with:
+      run-external-runtime: true
+    secrets: inherit

.github/workflows/style.yml

@@ -22,6 +22,7 @@ jobs:
         uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
+          fetch-depth: 0
 
       - name: Check changed files
         id: changed-files
@@ -29,6 +30,8 @@ jobs:
         with:
           files: |
             api/**
+            scripts/check_no_new_getattr.py
+            scripts/ast_grep_rules/no_new_getattr.yml
             .github/workflows/style.yml
 
       - name: Setup UV and Python
@@ -51,6 +54,18 @@ jobs:
         if: steps.changed-files.outputs.any_changed == 'true'
         run: uv run --project api --dev python api/dev/lint_response_contracts.py --fail-on-mismatch
 
+      - name: Fetch merge target ref for getattr guard
+        if: steps.changed-files.outputs.any_changed == 'true'
+        run: git fetch --no-tags --depth=1 origin +refs/heads/main:refs/remotes/origin/main
+
+      - name: Bind merge target branch for getattr guard
+        if: steps.changed-files.outputs.any_changed == 'true'
+        run: git show-ref --verify --quiet refs/heads/main || git branch main origin/main
+
+      - name: Run No New Getattr Guard
+        if: steps.changed-files.outputs.any_changed == 'true'
+        run: uv run --project api python scripts/check_no_new_getattr.py --mode ci --merge-target main
+
       - name: Run Type Checks
         if: steps.changed-files.outputs.any_changed == 'true'
         env:

.github/workflows/web-e2e.yml

@@ -2,6 +2,11 @@ name: Web Full-Stack E2E
 
 on:
   workflow_call:
+    inputs:
+      run-external-runtime:
+        required: false
+        type: boolean
+        default: false
 
 permissions:
   contents: read
@@ -32,7 +37,9 @@ jobs:
         with:
           enable-cache: true
           python-version: "3.12"
-          cache-dependency-glob: api/uv.lock
+          cache-dependency-glob: |
+            api/uv.lock
+            dify-agent/uv.lock
 
       - name: Install API dependencies
         run: uv sync --project api --dev
@@ -51,12 +58,52 @@ jobs:
           E2E_INIT_PASSWORD: E2eInit12345
         run: vp run e2e:full
 
+      - name: Run external runtime E2E tests
+        if: ${{ inputs.run-external-runtime }}
+        working-directory: ./e2e
+        env:
+          E2E_ADMIN_EMAIL: e2e-admin@example.com
+          E2E_ADMIN_NAME: E2E Admin
+          E2E_ADMIN_PASSWORD: E2eAdmin12345
+          E2E_AGENT_DECISION_MODEL_NAME: ${{ vars.E2E_AGENT_DECISION_MODEL_NAME || 'gpt-5.5' }}
+          E2E_AGENT_DECISION_MODEL_PROVIDER: ${{ vars.E2E_AGENT_DECISION_MODEL_PROVIDER || 'openai' }}
+          E2E_AGENT_DECISION_MODEL_TYPE: ${{ vars.E2E_AGENT_DECISION_MODEL_TYPE || 'llm' }}
+          E2E_EXTERNAL_RUNTIME_SEED_SPECS: ${{ vars.E2E_EXTERNAL_RUNTIME_SEED_SPECS }}
+          E2E_EXTERNAL_RUNTIME_TAGS: ${{ vars.E2E_EXTERNAL_RUNTIME_TAGS }}
+          E2E_FORCE_WEB_BUILD: "1"
+          E2E_INIT_PASSWORD: E2eInit12345
+          E2E_MARKETPLACE_API_URL: ${{ vars.E2E_MARKETPLACE_API_URL }}
+          E2E_MARKETPLACE_PLUGIN_IDS: ${{ vars.E2E_MARKETPLACE_PLUGIN_IDS }}
+          E2E_MARKETPLACE_PLUGIN_UNIQUE_IDENTIFIERS: ${{ vars.E2E_MARKETPLACE_PLUGIN_UNIQUE_IDENTIFIERS }}
+          E2E_MODEL_PROVIDER_CREDENTIALS_JSON: ${{ secrets.E2E_MODEL_PROVIDER_CREDENTIALS_JSON }}
+          E2E_START_AGENT_BACKEND: ${{ vars.E2E_START_AGENT_BACKEND || '1' }}
+          E2E_STABLE_MODEL_NAME: ${{ vars.E2E_STABLE_MODEL_NAME || 'gpt-5-nano' }}
+          E2E_STABLE_MODEL_PROVIDER: ${{ vars.E2E_STABLE_MODEL_PROVIDER || 'openai' }}
+          E2E_STABLE_MODEL_TYPE: ${{ vars.E2E_STABLE_MODEL_TYPE || 'llm' }}
+        run: |
+          if [[ -z "${E2E_MODEL_PROVIDER_CREDENTIALS_JSON}" ]]; then
+            echo "E2E_MODEL_PROVIDER_CREDENTIALS_JSON is required for external runtime E2E." >&2
+            exit 1
+          fi
+
+          if [[ -d cucumber-report ]]; then
+            rm -rf cucumber-report-non-external
+            mv cucumber-report cucumber-report-non-external
+          fi
+
+          trap 'vp run e2e:middleware:down' EXIT
+          vp run e2e:middleware:up
+          vp run e2e:external:prepare
+          vp run e2e:external
+
       - name: Upload Cucumber report
         if: ${{ !cancelled() }}
         uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
         with:
           name: cucumber-report
-          path: e2e/cucumber-report
+          path: |
+            e2e/cucumber-report
+            e2e/cucumber-report-non-external
           retention-days: 7
 
       - name: Upload E2E logs

.superpowers/sdd/hitl-timeout-semantics-impl-report.md

@@ -0,0 +1,30 @@
+# HITL timeout semantics implementation report
+
+## What changed
+
+- Updated `api/core/workflow/nodes/human_input/callback.py` so `DifyHITLCallback` now preserves Dify's timeout split at the boundary:
+  - `HumanInputFormStatus.TIMEOUT` returns the graphon timeout branch via `Expired(selected_handle="__timeout__", ...)`.
+  - `HumanInputFormStatus.EXPIRED` is treated as an invalid resume state and raises `AssertionError`.
+  - `HumanInputFormStatus.WAITING` with a past global deadline is treated as an invalid resume state and raises `AssertionError`.
+  - `HumanInputFormStatus.WAITING` with only the node-level deadline expired still returns the timeout branch.
+- Added `created_at` to `HumanInputFormEntity` and `_HumanInputFormEntityImpl` so the callback can compute the global deadline using Dify's shared `HUMAN_INPUT_GLOBAL_TIMEOUT_SECONDS` invariant.
+- Kept the submitted and pause flows unchanged.
+- Added focused unit coverage in `api/tests/unit_tests/core/workflow/test_human_input_callback.py` for:
+  - node timeout branch
+  - global expiration rejection
+  - waiting-form past node deadline timeout
+  - waiting-form past global deadline rejection
+
+## Verification
+
+- `uv run --project api pytest -o addopts='' api/tests/unit_tests/core/workflow/test_human_input_callback.py api/tests/unit_tests/core/workflow/nodes/human_input/test_human_input_form_filled_event.py -q`
+- `git diff --check`
+
+## Result
+
+- The focused test set is expected to pass with the new `created_at` boundary in place.
+- No unrelated files were modified.
+
+## Concerns
+
+- The callback now fails fast on invalid resume states by design. That is intentional, but any caller that previously relied on `EXPIRED` being mapped to the timeout branch will now see an assertion failure instead.

api/clients/agent_backend/__init__.py

@@ -32,6 +32,8 @@ from clients.agent_backend.factory import create_agent_backend_run_client
 from clients.agent_backend.fake_client import FakeAgentBackendRunClient, FakeAgentBackendScenario
 from clients.agent_backend.request_builder import (
     AGENT_SOUL_PROMPT_LAYER_ID,
+    DIFY_CONFIG_LAYER_ID,
+    DIFY_CORE_TOOLS_LAYER_ID,
     DIFY_EXECUTION_CONTEXT_LAYER_ID,
     DIFY_KNOWLEDGE_BASE_LAYER_ID,
     DIFY_PLUGIN_TOOLS_LAYER_ID,
@@ -47,6 +49,8 @@ from clients.agent_backend.request_builder import (
 
 __all__ = [
     "AGENT_SOUL_PROMPT_LAYER_ID",
+    "DIFY_CONFIG_LAYER_ID",
+    "DIFY_CORE_TOOLS_LAYER_ID",
     "DIFY_EXECUTION_CONTEXT_LAYER_ID",
     "DIFY_KNOWLEDGE_BASE_LAYER_ID",
     "DIFY_PLUGIN_TOOLS_LAYER_ID",

api/clients/agent_backend/event_adapter.py

@@ -67,6 +67,7 @@ class AgentBackendRunSucceededInternalEvent(AgentBackendInternalEventBase):
     type: Literal[AgentBackendInternalEventType.RUN_SUCCEEDED] = AgentBackendInternalEventType.RUN_SUCCEEDED
     output: JsonValue
     session_snapshot: CompositorSessionSnapshot
+    usage: dict[str, JsonValue] | None = None
 
 
 class AgentBackendDeferredToolCallInternalEvent(AgentBackendInternalEventBase):
@@ -76,6 +77,7 @@ class AgentBackendDeferredToolCallInternalEvent(AgentBackendInternalEventBase):
     deferred_tool_call: DeferredToolCallPayload
     message: str | None = None
     session_snapshot: CompositorSessionSnapshot
+    usage: dict[str, JsonValue] | None = None
 
 
 class AgentBackendRunFailedInternalEvent(AgentBackendInternalEventBase):
@@ -140,6 +142,7 @@ class AgentBackendRunEventAdapter:
                             deferred_tool_call=event.data.deferred_tool_call,
                             message=_deferred_tool_call_message(event.data.deferred_tool_call),
                             session_snapshot=event.data.session_snapshot,
+                            usage=_agent_run_usage(event.data.usage),
                         )
                     ]
                 return [
@@ -148,6 +151,7 @@ class AgentBackendRunEventAdapter:
                         source_event_id=event.id,
                         output=event.data.output,
                         session_snapshot=event.data.session_snapshot,
+                        usage=_agent_run_usage(event.data.usage),
                     )
                 ]
             case RunFailedEvent():
@@ -184,3 +188,13 @@ def _deferred_tool_call_message(payload: DeferredToolCallPayload) -> str:
             return title
 
     return f"Agent backend requested external input via deferred tool '{payload.tool_name}'."
+
+
+def _agent_run_usage(usage: object | None) -> dict[str, JsonValue] | None:
+    """Return JSON-safe usage metadata from optional Agent backend usage."""
+    if usage is None:
+        return None
+    dumped = _EVENT_DATA_ADAPTER.dump_python(usage, mode="json")
+    if not isinstance(dumped, dict):
+        return None
+    return cast(dict[str, JsonValue], dumped)

api/clients/agent_backend/request_builder.py

@@ -20,6 +20,8 @@ from agenton.layers import ExitIntent
 from agenton_collections.layers.plain import PLAIN_PROMPT_LAYER_TYPE_ID, PromptLayerConfig
 from agenton_collections.layers.pydantic_ai import PYDANTIC_AI_HISTORY_LAYER_TYPE_ID
 from dify_agent.layers.ask_human import DIFY_ASK_HUMAN_LAYER_TYPE_ID, DifyAskHumanLayerConfig
+from dify_agent.layers.config import DIFY_CONFIG_LAYER_TYPE_ID, DifyConfigLayerConfig
+from dify_agent.layers.dify_core_tools import DIFY_CORE_TOOLS_LAYER_TYPE_ID, DifyCoreToolsLayerConfig
 from dify_agent.layers.dify_plugin import (
     DIFY_PLUGIN_LLM_LAYER_TYPE_ID,
     DIFY_PLUGIN_TOOLS_LAYER_TYPE_ID,
@@ -54,8 +56,10 @@ WORKFLOW_NODE_JOB_PROMPT_LAYER_ID = "workflow_node_job_prompt"
 WORKFLOW_USER_PROMPT_LAYER_ID = "workflow_user_prompt"
 AGENT_APP_USER_PROMPT_LAYER_ID = "agent_app_user_prompt"
 DIFY_EXECUTION_CONTEXT_LAYER_ID = "execution_context"
+DIFY_CONFIG_LAYER_ID = "config"
 DIFY_DRIVE_LAYER_ID = "drive"
 DIFY_PLUGIN_TOOLS_LAYER_ID = "tools"
+DIFY_CORE_TOOLS_LAYER_ID = "core_tools"
 DIFY_KNOWLEDGE_BASE_LAYER_ID = "knowledge"
 DIFY_ASK_HUMAN_LAYER_ID = "ask_human"
 DIFY_SHELL_LAYER_ID = "shell"
@@ -78,11 +82,26 @@ def _filter_snapshot_to_specs(
     return CompositorSessionSnapshot(schema_version=snapshot.schema_version, layers=filtered_layers)
 
 
-def _shell_layer_deps(*, include_drive: bool) -> dict[str, str]:
-    deps = {"execution_context": DIFY_EXECUTION_CONTEXT_LAYER_ID}
-    if include_drive:
-        deps["drive"] = DIFY_DRIVE_LAYER_ID
-    return deps
+def _shell_layer_deps() -> dict[str, str]:
+    return {"execution_context": DIFY_EXECUTION_CONTEXT_LAYER_ID}
+
+
+def _drive_layer_deps() -> dict[str, str]:
+    return {"shell": DIFY_SHELL_LAYER_ID}
+
+
+def _config_layer_deps() -> dict[str, str]:
+    return {"shell": DIFY_SHELL_LAYER_ID}
+
+
+def _shell_config_with_drive_ref(
+    shell_config: DifyShellLayerConfig | None,
+    drive_config: DifyDriveLayerConfig | None,
+) -> DifyShellLayerConfig:
+    config = shell_config or DifyShellLayerConfig()
+    if drive_config is None:
+        return config
+    return config.model_copy(update={"agent_stub_drive_ref": drive_config.drive_ref})
 
 
 class AgentBackendModelConfig(BaseModel):
@@ -148,9 +167,11 @@ class AgentBackendWorkflowNodeRunInput(BaseModel):
     idempotency_key: str | None = None
     output: AgentBackendOutputConfig | None = None
     tools: DifyPluginToolsLayerConfig | None = None
+    core_tools: DifyCoreToolsLayerConfig | None = None
     knowledge: DifyKnowledgeBaseLayerConfig | None = None
+    config_layer_config: DifyConfigLayerConfig | None = None
     # Drive Skills & Files declaration (dify.drive) — an index the agent pulls
-    # through the back proxy, never inline content; see AGENT_DRIVE_MANIFEST_ENABLED.
+    # through the back proxy, never inline content.
     drive_config: DifyDriveLayerConfig | None = None
     # Human-in-the-loop ask_human deferred tool (dify.ask_human). Present only when
     # the Agent Soul configures human involvement; a deferred call ends the run and
@@ -195,9 +216,11 @@ class AgentBackendAgentAppRunInput(BaseModel):
     idempotency_key: str | None = None
     output: AgentBackendOutputConfig | None = None
     tools: DifyPluginToolsLayerConfig | None = None
+    core_tools: DifyCoreToolsLayerConfig | None = None
     knowledge: DifyKnowledgeBaseLayerConfig | None = None
+    config_layer_config: DifyConfigLayerConfig | None = None
     # Drive Skills & Files declaration (dify.drive) — an index the agent pulls
-    # through the back proxy, never inline content; see AGENT_DRIVE_MANIFEST_ENABLED.
+    # through the back proxy, never inline content.
     drive_config: DifyDriveLayerConfig | None = None
     # Human-in-the-loop ask_human deferred tool (dify.ask_human). Present only when
     # the Agent Soul configures human involvement (ENG-635).
@@ -231,9 +254,11 @@ class AgentBackendRunRequestBuilder:
         """Build an Agent App conversation-turn run request.
 
         Layer graph: optional Agent Soul system prompt → user prompt →
-        execution context → optional history (multi-turn) → LLM → optional
-        plugin tools / knowledge search → optional structured output. Mirrors the workflow-node
-        layer ordering minus the workflow-job / previous-node prompt.
+        execution context → optional shell / config / drive / history
+        (multi-turn) → LLM → optional plugin-direct tools / core-routed tools /
+        knowledge search / ask_human / structured output. Mirrors the
+        workflow-node layer ordering minus the workflow-job / previous-node
+        prompt.
         """
         layers: list[RunLayerSpec] = []
         if run_input.agent_soul_prompt:
@@ -263,14 +288,42 @@ class AgentBackendRunRequestBuilder:
             ]
         )
 
+        include_shell = (
+            run_input.include_shell or run_input.config_layer_config is not None or run_input.drive_config is not None
+        )
+        if include_shell:
+            # Sandboxed bash workspace (dify.shell). It enters before config/drive
+            # so eager pulls materialize content in the same filesystem used by
+            # model commands.
+            layers.append(
+                RunLayerSpec(
+                    name=DIFY_SHELL_LAYER_ID,
+                    type=DIFY_SHELL_LAYER_TYPE_ID,
+                    deps=_shell_layer_deps(),
+                    metadata=run_input.metadata,
+                    config=_shell_config_with_drive_ref(run_input.shell_config, run_input.drive_config),
+                )
+            )
+
+        if run_input.config_layer_config is not None:
+            layers.append(
+                RunLayerSpec(
+                    name=DIFY_CONFIG_LAYER_ID,
+                    type=DIFY_CONFIG_LAYER_TYPE_ID,
+                    deps=_config_layer_deps(),
+                    metadata=run_input.metadata,
+                    config=run_input.config_layer_config,
+                )
+            )
+
         if run_input.drive_config is not None:
-            # Drive Skills & Files declaration (dify.drive): a config-only index;
-            # the agent pulls listed entries through the back proxy by drive_ref.
+            # Drive Skills & Files declaration (dify.drive): the catalog plus
+            # prompt-mentioned entries eagerly pulled through the shell layer.
             layers.append(
                 RunLayerSpec(
                     name=DIFY_DRIVE_LAYER_ID,
                     type=DIFY_DRIVE_LAYER_TYPE_ID,
-                    deps={"execution_context": DIFY_EXECUTION_CONTEXT_LAYER_ID},
+                    deps=_drive_layer_deps(),
                     metadata=run_input.metadata,
                     config=run_input.drive_config,
                 )
@@ -302,17 +355,31 @@ class AgentBackendRunRequestBuilder:
         )
 
         if run_input.tools is not None and run_input.tools.tools:
+            plugin_tool_deps = {"execution_context": DIFY_EXECUTION_CONTEXT_LAYER_ID}
+            if include_shell:
+                plugin_tool_deps["shell"] = DIFY_SHELL_LAYER_ID
             layers.append(
                 RunLayerSpec(
                     name=DIFY_PLUGIN_TOOLS_LAYER_ID,
                     type=DIFY_PLUGIN_TOOLS_LAYER_TYPE_ID,
-                    deps={"execution_context": DIFY_EXECUTION_CONTEXT_LAYER_ID},
+                    deps=plugin_tool_deps,
                     metadata=run_input.metadata,
                     config=run_input.tools,
                 )
             )
 
-        if run_input.knowledge is not None and run_input.knowledge.dataset_ids:
+        if run_input.core_tools is not None and run_input.core_tools.tools:
+            layers.append(
+                RunLayerSpec(
+                    name=DIFY_CORE_TOOLS_LAYER_ID,
+                    type=DIFY_CORE_TOOLS_LAYER_TYPE_ID,
+                    deps={"execution_context": DIFY_EXECUTION_CONTEXT_LAYER_ID},
+                    metadata=run_input.metadata,
+                    config=run_input.core_tools,
+                )
+            )
+
+        if run_input.knowledge is not None and run_input.knowledge.sets:
             layers.append(
                 RunLayerSpec(
                     name=DIFY_KNOWLEDGE_BASE_LAYER_ID,
@@ -336,21 +403,6 @@ class AgentBackendRunRequestBuilder:
                 )
             )
 
-        if run_input.include_shell:
-            # Sandboxed bash workspace (dify.shell). Depends on execution_context
-            # so the agent server can mint per-command Agent Stub env, and on
-            # drive when present so that env points at /mnt/drive/<drive_ref>.
-            # shellctl connection itself is server-injected.
-            layers.append(
-                RunLayerSpec(
-                    name=DIFY_SHELL_LAYER_ID,
-                    type=DIFY_SHELL_LAYER_TYPE_ID,
-                    deps=_shell_layer_deps(include_drive=run_input.drive_config is not None),
-                    metadata=run_input.metadata,
-                    config=run_input.shell_config or DifyShellLayerConfig(),
-                )
-            )
-
         if run_input.output is not None:
             layers.append(
                 RunLayerSpec(
@@ -392,7 +444,8 @@ class AgentBackendRunRequestBuilder:
         non-plugin layer graph that produced the snapshot. Plugin layers
         (``dify.plugin.llm``, ``dify.plugin.tools``) are excluded from both the
         composition and the snapshot before submission because their configs
-        require credentials that are not persisted between runs.
+        may carry credentials or runtime-only declarations that are not
+        persisted between runs.
         """
         if not runtime_layer_specs:
             raise ValueError(
@@ -425,8 +478,9 @@ class AgentBackendRunRequestBuilder:
         """Build a workflow Agent Node run request without defining another wire schema.
 
         Layer graph mirrors the workflow surface: prompts → execution context →
-        optional drive/history → LLM → optional plugin tools / knowledge search
-        → optional auxiliary layers such as ask_human, shell, and structured output.
+        optional shell / config / drive / history → LLM → optional
+        plugin-direct tools / core-routed tools / knowledge search /
+        ask_human / structured output.
         """
         layers: list[RunLayerSpec] = []
         if run_input.agent_soul_prompt:
@@ -445,7 +499,7 @@ class AgentBackendRunRequestBuilder:
                     name=WORKFLOW_NODE_JOB_PROMPT_LAYER_ID,
                     type=PLAIN_PROMPT_LAYER_TYPE_ID,
                     metadata={**run_input.metadata, "origin": "workflow_node_job"},
-                    config=PromptLayerConfig(prefix=run_input.workflow_node_job_prompt),
+                    config=PromptLayerConfig(user=run_input.workflow_node_job_prompt),
                 ),
                 RunLayerSpec(
                     name=WORKFLOW_USER_PROMPT_LAYER_ID,
@@ -462,14 +516,42 @@ class AgentBackendRunRequestBuilder:
             ]
         )
 
+        include_shell = (
+            run_input.include_shell or run_input.config_layer_config is not None or run_input.drive_config is not None
+        )
+        if include_shell:
+            # Sandboxed bash workspace (dify.shell). It enters before drive so
+            # drive can materialize mentioned targets with `dify-agent drive pull`
+            # in the same shell-visible filesystem used by model commands.
+            layers.append(
+                RunLayerSpec(
+                    name=DIFY_SHELL_LAYER_ID,
+                    type=DIFY_SHELL_LAYER_TYPE_ID,
+                    deps=_shell_layer_deps(),
+                    metadata=run_input.metadata,
+                    config=_shell_config_with_drive_ref(run_input.shell_config, run_input.drive_config),
+                )
+            )
+
+        if run_input.config_layer_config is not None:
+            layers.append(
+                RunLayerSpec(
+                    name=DIFY_CONFIG_LAYER_ID,
+                    type=DIFY_CONFIG_LAYER_TYPE_ID,
+                    deps=_config_layer_deps(),
+                    metadata=run_input.metadata,
+                    config=run_input.config_layer_config,
+                )
+            )
+
         if run_input.drive_config is not None:
-            # Drive Skills & Files declaration (dify.drive): a config-only index;
-            # the agent pulls listed entries through the back proxy by drive_ref.
+            # Drive Skills & Files declaration (dify.drive): the catalog plus
+            # prompt-mentioned entries eagerly pulled through the shell layer.
             layers.append(
                 RunLayerSpec(
                     name=DIFY_DRIVE_LAYER_ID,
                     type=DIFY_DRIVE_LAYER_TYPE_ID,
-                    deps={"execution_context": DIFY_EXECUTION_CONTEXT_LAYER_ID},
+                    deps=_drive_layer_deps(),
                     metadata=run_input.metadata,
                     config=run_input.drive_config,
                 )
@@ -503,17 +585,31 @@ class AgentBackendRunRequestBuilder:
         )
 
         if run_input.tools is not None and run_input.tools.tools:
+            plugin_tool_deps = {"execution_context": DIFY_EXECUTION_CONTEXT_LAYER_ID}
+            if include_shell:
+                plugin_tool_deps["shell"] = DIFY_SHELL_LAYER_ID
             layers.append(
                 RunLayerSpec(
                     name=DIFY_PLUGIN_TOOLS_LAYER_ID,
                     type=DIFY_PLUGIN_TOOLS_LAYER_TYPE_ID,
-                    deps={"execution_context": DIFY_EXECUTION_CONTEXT_LAYER_ID},
+                    deps=plugin_tool_deps,
                     metadata=run_input.metadata,
                     config=run_input.tools,
                 )
             )
 
-        if run_input.knowledge is not None and run_input.knowledge.dataset_ids:
+        if run_input.core_tools is not None and run_input.core_tools.tools:
+            layers.append(
+                RunLayerSpec(
+                    name=DIFY_CORE_TOOLS_LAYER_ID,
+                    type=DIFY_CORE_TOOLS_LAYER_TYPE_ID,
+                    deps={"execution_context": DIFY_EXECUTION_CONTEXT_LAYER_ID},
+                    metadata=run_input.metadata,
+                    config=run_input.core_tools,
+                )
+            )
+
+        if run_input.knowledge is not None and run_input.knowledge.sets:
             layers.append(
                 RunLayerSpec(
                     name=DIFY_KNOWLEDGE_BASE_LAYER_ID,
@@ -537,21 +633,6 @@ class AgentBackendRunRequestBuilder:
                 )
             )
 
-        if run_input.include_shell:
-            # Sandboxed bash workspace (dify.shell). Depends on execution_context
-            # so the agent server can mint per-command Agent Stub env, and on
-            # drive when present so that env points at /mnt/drive/<drive_ref>.
-            # shellctl connection itself is server-injected.
-            layers.append(
-                RunLayerSpec(
-                    name=DIFY_SHELL_LAYER_ID,
-                    type=DIFY_SHELL_LAYER_TYPE_ID,
-                    deps=_shell_layer_deps(include_drive=run_input.drive_config is not None),
-                    metadata=run_input.metadata,
-                    config=run_input.shell_config or DifyShellLayerConfig(),
-                )
-            )
-
         if run_input.output is not None:
             layers.append(
                 RunLayerSpec(

api/commands/__init__.py

@@ -22,7 +22,7 @@ from .plugin import (
     setup_system_trigger_oauth_client,
     transform_datasource_credentials,
 )
-from .rbac import migrate_member_roles_to_rbac
+from .rbac import migrate_dataset_permissions_to_rbac, migrate_member_roles_to_rbac
 from .retention import (
     archive_workflow_runs,
     archive_workflow_runs_plan,
@@ -76,6 +76,7 @@ __all__ = [
     "legacy_model_types",
     "migrate_annotation_vector_database",
     "migrate_data_for_plugin",
+    "migrate_dataset_permissions_to_rbac",
     "migrate_knowledge_vector_database",
     "migrate_member_roles_to_rbac",
     "migrate_oss",

api/commands/data_migrate.py

@@ -7,6 +7,7 @@ from typing import cast
 
 import click
 
+from commands.rbac import migrate_dataset_permissions_to_rbac
 from extensions.ext_database import db
 from graphon.model_runtime.entities.model_entities import ModelType
 from services.legacy_model_type_migration import (
@@ -177,3 +178,4 @@ def legacy_model_types(
 
 
 data_migrate.add_command(legacy_model_types)
+data_migrate.add_command(migrate_dataset_permissions_to_rbac)

api/commands/data_migration.py

@@ -10,6 +10,7 @@ import click
 import sqlalchemy as sa
 import yaml
 
+from core.db.session_factory import session_factory
 from extensions.ext_database import db
 from models import Tenant
 from models.model import App
@@ -106,7 +107,8 @@ def export_migration_data(input_file: str | None, output_file: str | None, overw
         assert output_file is not None
         raw_config = _load_json_object(input_file, "Export config")
         selection = ExportConfigParser().parse(raw_config)
-        result = MigrationExportService().export(selection)
+        with session_factory.create_session() as session:
+            result = MigrationExportService().export(session, selection)
         MigrationPackageService().save_package(result.package, output_file, overwrite=overwrite)
         click.echo(click.style(f"Output written to {output_file}", fg="green"))
         _render_report(result.report_items, context=_with_output_path(result.report_context, output_file))
@@ -153,19 +155,21 @@ def import_migration_data(
         _require_options(("--input", input_file))
         assert input_file is not None
         package = MigrationPackageService().load_package(input_file)
-        result = MigrationImportService().import_package(
-            ImportRequest(
-                package=package,
-                cli_target_tenant=target_tenant,
-                operator_email=operator_email,
-                options_override=_build_options_override(
-                    package.metadata.import_options,
-                    id_strategy=id_strategy,
-                    conflict_strategy=conflict_strategy,
-                    create_app_api_token_on_import=create_app_api_token_on_import,
+        with session_factory.create_session() as session:
+            result = MigrationImportService().import_package(
+                session,
+                ImportRequest(
+                    package=package,
+                    cli_target_tenant=target_tenant,
+                    operator_email=operator_email,
+                    options_override=_build_options_override(
+                        package.metadata.import_options,
+                        id_strategy=id_strategy,
+                        conflict_strategy=conflict_strategy,
+                        create_app_api_token_on_import=create_app_api_token_on_import,
+                    ),
                 ),
             )
-        )
         _render_report(result.report_items, context=result.report_context)
     except MigrationDataError as exc:
         raise click.ClickException(str(exc)) from exc
@@ -248,7 +252,8 @@ def migration_data_wizard() -> None:
             conflict_strategy=conflict_strategy,
             output_file=output_file,
         )
-        result = MigrationExportService().export(selection)
+        with session_factory.create_session() as session:
+            result = MigrationExportService().export(session, selection)
         MigrationPackageService().save_package(result.package, output_file, overwrite=overwrite)
         click.echo(click.style(f"Output written to {output_file}", fg="green"))
         _print_wizard_step("Report")

api/commands/rbac.py

@@ -1,11 +1,55 @@
 from __future__ import annotations
 
+import json
+from collections.abc import Iterator
+from concurrent.futures import ThreadPoolExecutor, as_completed
+
 import click
 from sqlalchemy import select
 
+from configs import dify_config
 from core.db.session_factory import session_factory
-from models import TenantAccountJoin, TenantAccountRole
-from services.enterprise.rbac_service import ListOption, RBACService
+from core.rbac import RBACResourceWhitelistScope
+from models import Dataset, DatasetPermission, DatasetPermissionEnum, TenantAccountJoin, TenantAccountRole
+from services.enterprise.rbac_service import ListOption, RBACService, ReplaceMemberBindings, ReplaceUserAccessPolicies
+
+_RBAC_DEFAULT_ACCESS_POLICY_ID = "default"
+
+_LEGACY_ROLE_TO_BUILTIN_TAG = {
+    TenantAccountRole.OWNER.value: "owner",
+    TenantAccountRole.ADMIN.value: "admin",
+    TenantAccountRole.EDITOR.value: "editor",
+    TenantAccountRole.NORMAL.value: "normal",
+    TenantAccountRole.DATASET_OPERATOR.value: "dataset_operator",
+}
+
+
+def _resolve_builtin_role_ids(tenant_id: str, operator_account_id: str) -> dict[str, str]:
+    """Resolve every legacy workspace role to the current tenant's builtin RBAC role id.
+
+    The migration replays the old `TenantAccountJoin.role` values onto the
+    RBAC member-role binding API. Builtin RBAC roles are tenant-scoped and
+    identified by runtime ids, so the command must look them up per tenant.
+    """
+    roles = RBACService.Roles.list(
+        tenant_id=tenant_id,
+        account_id=operator_account_id,
+        options=ListOption(page_number=1, results_per_page=100),
+    ).data
+    role_id_by_tag = {
+        role.role_tag: role.id
+        for role in roles
+        if role.is_builtin and role.category == "global_system_default" and role.role_tag
+    }
+    resolved: dict[str, str] = {}
+    for legacy_role, expected_builtin_tag in _LEGACY_ROLE_TO_BUILTIN_TAG.items():
+        role_id = role_id_by_tag.get(expected_builtin_tag)
+        if expected_builtin_tag == "dataset_operator" and not dify_config.DATASET_OPERATOR_ENABLED:
+            continue
+        if not role_id:
+            raise ValueError(f"Builtin RBAC role not found for tenant={tenant_id}, legacy_role={legacy_role}")
+        resolved[legacy_role] = role_id
+    return resolved
 
 
 def _resolve_builtin_role_id(tenant_id: str, operator_account_id: str, legacy_role: str) -> str:
@@ -15,26 +59,86 @@ def _resolve_builtin_role_id(tenant_id: str, operator_account_id: str, legacy_ro
     RBAC member-role binding API. Builtin RBAC roles are tenant-scoped and
     identified by runtime ids, so the command must look them up per tenant.
     """
-    expected_builtin_tag = {
-        TenantAccountRole.OWNER.value: "owner",
-        TenantAccountRole.ADMIN.value: "admin",
-        TenantAccountRole.EDITOR.value: "editor",
-        TenantAccountRole.NORMAL.value: "normal",
-        TenantAccountRole.DATASET_OPERATOR.value: "dataset_operator",
-    }.get(legacy_role)
-    if not expected_builtin_tag:
+    if legacy_role not in _LEGACY_ROLE_TO_BUILTIN_TAG:
         raise ValueError(f"Unsupported legacy workspace role: {legacy_role}")
 
-    roles = RBACService.Roles.list(
+    return _resolve_builtin_role_ids(tenant_id, operator_account_id)[legacy_role]
+
+
+def _iter_tenant_member_batches(
+    tenant_id: str | None,
+    *,
+    db_batch_size: int,
+    api_batch_size: int,
+) -> Iterator[tuple[str, str, list[tuple[str, str]]]]:
+    """Yield legacy member roles in tenant-scoped API-sized batches.
+
+    Rows are projected to primitive values and streamed from the database, so
+    the command never materializes every TenantAccountJoin ORM object. The
+    iterator only keeps one tenant's API-sized batches in memory while it
+    finds that tenant's owner account.
+    """
+    with session_factory.create_session() as session:
+        stmt = (
+            select(TenantAccountJoin.tenant_id, TenantAccountJoin.account_id, TenantAccountJoin.role)
+            .order_by(TenantAccountJoin.tenant_id.asc(), TenantAccountJoin.id.asc())
+            .execution_options(yield_per=db_batch_size)
+        )
+        if tenant_id:
+            stmt = stmt.where(TenantAccountJoin.tenant_id == tenant_id)
+
+        current_tenant_id: str | None = None
+        owner_account_id: str | None = None
+        batches: list[list[tuple[str, str]]] = []
+        batch: list[tuple[str, str]] = []
+
+        def flush_current_tenant() -> Iterator[tuple[str, str, list[tuple[str, str]]]]:
+            if current_tenant_id is None:
+                return
+            if batch:
+                batches.append(batch.copy())
+            if not owner_account_id:
+                raise ValueError(f"Workspace owner not found for tenant={current_tenant_id}")
+            for item in batches:
+                yield current_tenant_id, owner_account_id, item
+
+        for row in session.execute(stmt):
+            workspace_id = str(row.tenant_id)
+            if current_tenant_id is not None and workspace_id != current_tenant_id:
+                yield from flush_current_tenant()
+                owner_account_id = None
+                batches = []
+                batch = []
+            current_tenant_id = workspace_id
+            account_id = str(row.account_id)
+            role = str(row.role)
+            if role == TenantAccountRole.OWNER.value:
+                owner_account_id = account_id
+            batch.append((account_id, role))
+            if len(batch) >= api_batch_size:
+                batches.append(batch)
+                batch = []
+
+        yield from flush_current_tenant()
+
+
+def _member_already_has_role(current_roles_by_account_id: dict[str, set[str]], account_id: str, role_id: str) -> bool:
+    return current_roles_by_account_id.get(account_id) == {role_id}
+
+
+def _replace_member_role(
+    tenant_id: str,
+    operator_account_id: str,
+    member_account_id: str,
+    role_id: str,
+) -> str:
+    RBACService.MemberRoles.replace(
         tenant_id=tenant_id,
         account_id=operator_account_id,
-        options=ListOption(page_number=1, results_per_page=100),
-    ).data
-    for role in roles:
-        if role.is_builtin and role.category == "global_system_default" and role.role_tag == expected_builtin_tag:
-            return str(role.id)
-
-    raise ValueError(f"Builtin RBAC role not found for tenant={tenant_id}, legacy_role={legacy_role}")
+        member_account_id=member_account_id,
+        role_ids=[role_id],
+    )
+    return member_account_id
 
 
 @click.command(
@@ -42,7 +146,16 @@ def _resolve_builtin_role_id(tenant_id: str, operator_account_id: str, legacy_ro
 )
 @click.option("--tenant-id", help="Only migrate a single workspace.")
 @click.option("--dry-run", is_flag=True, default=False, help="Preview the migration without writing RBAC bindings.")
-def migrate_member_roles_to_rbac(tenant_id: str | None, dry_run: bool) -> None:
+@click.option("--db-batch-size", default=5000, show_default=True, help="Rows fetched per database batch.")
+@click.option("--api-batch-size", default=200, show_default=True, help="Members checked per RBAC batch_get call.")
+@click.option("--workers", default=1, show_default=True, help="Concurrent member role replace calls per tenant batch.")
+def migrate_member_roles_to_rbac(
+    tenant_id: str | None,
+    dry_run: bool,
+    db_batch_size: int,
+    api_batch_size: int,
+    workers: int,
+) -> None:
     """Backfill RBAC member-role bindings from legacy `TenantAccountJoin.role` data.
 
     This is an offline migration command for workspaces that already have
@@ -50,63 +163,322 @@ def migrate_member_roles_to_rbac(tenant_id: str | None, dry_run: bool) -> None:
     member-role binding store.
     """
     click.echo(click.style("Starting RBAC member-role migration.", fg="green"))
+    if workers < 1:
+        raise click.BadParameter("workers must be >= 1", param_hint="--workers")
 
-    with session_factory.create_session() as session:
-        stmt = select(TenantAccountJoin).order_by(TenantAccountJoin.tenant_id.asc(), TenantAccountJoin.id.asc())
-        if tenant_id:
-            stmt = stmt.where(TenantAccountJoin.tenant_id == tenant_id)
+    tenant_count = 0
+    scanned_count = 0
+    skipped_count = 0
+    migrated_count = 0
+    current_tenant_id: str | None = None
+    role_ids_by_legacy_role: dict[str, str] = {}
 
-        joins = list(session.scalars(stmt).all())
+    for workspace_id, owner_account_id, batch in _iter_tenant_member_batches(
+        tenant_id,
+        db_batch_size=db_batch_size,
+        api_batch_size=api_batch_size,
+    ):
+        scanned_count += len(batch)
+        if workspace_id != current_tenant_id:
+            tenant_count += 1
+            current_tenant_id = workspace_id
+            role_ids_by_legacy_role = _resolve_builtin_role_ids(workspace_id, owner_account_id)
+            click.echo(f"tenant={workspace_id}")
 
-    if not joins:
+        current_roles_by_account_id: dict[str, set[str]] = {}
+        if not dry_run:
+            current_roles = RBACService.MemberRoles.batch_get(
+                tenant_id=workspace_id,
+                account_id=owner_account_id,
+                member_account_ids=[account_id for account_id, _ in batch],
+            )
+            current_roles_by_account_id = {
+                item.account_id: {str(role.id) for role in item.roles} for item in current_roles
+            }
+
+        replace_jobs: list[tuple[str, str]] = []
+        for member_account_id, legacy_role in batch:
+            resolved_role_id = role_ids_by_legacy_role.get(legacy_role)
+            if not resolved_role_id:
+                raise ValueError(f"Unsupported legacy workspace role: {legacy_role}")
+
+            if dry_run:
+                click.echo(
+                    f"tenant={workspace_id} member={member_account_id} "
+                    f"legacy_role={legacy_role} -> rbac_role_id={resolved_role_id}"
+                )
+                continue
+
+            if _member_already_has_role(current_roles_by_account_id, member_account_id, resolved_role_id):
+                skipped_count += 1
+                continue
+
+            replace_jobs.append((member_account_id, resolved_role_id))
+
+        if replace_jobs:
+            if workers == 1:
+                for member_account_id, resolved_role_id in replace_jobs:
+                    _replace_member_role(workspace_id, owner_account_id, member_account_id, resolved_role_id)
+                    migrated_count += 1
+            else:
+                with ThreadPoolExecutor(max_workers=workers) as executor:
+                    futures = [
+                        executor.submit(
+                            _replace_member_role,
+                            workspace_id,
+                            owner_account_id,
+                            member_account_id,
+                            resolved_role_id,
+                        )
+                        for member_account_id, resolved_role_id in replace_jobs
+                    ]
+                    for future in as_completed(futures):
+                        future.result()
+                        migrated_count += 1
+
+        if scanned_count % 10000 == 0:
+            click.echo(
+                f"progress scanned={scanned_count} migrated={migrated_count} skipped={skipped_count}",
+                err=True,
+            )
+
+    if scanned_count == 0:
         click.echo(click.style("No workspace members found for migration.", fg="yellow"))
         return
 
-    owner_account_by_tenant: dict[str, str] = {}
-    resolved_role_ids: dict[tuple[str, str], str] = {}
-    migrated_count = 0
-
-    for join in joins:
-        workspace_id = str(join.tenant_id)
-        member_account_id = str(join.account_id)
-        legacy_role = str(join.role)
-
-        if workspace_id not in owner_account_by_tenant:
-            owner_join = next(
-                (
-                    item
-                    for item in joins
-                    if str(item.tenant_id) == workspace_id and str(item.role) == TenantAccountRole.OWNER.value
-                ),
-                None,
-            )
-            if not owner_join:
-                raise ValueError(f"Workspace owner not found for tenant={workspace_id}")
-            owner_account_by_tenant[workspace_id] = str(owner_join.account_id)
-
-        operator_account_id = owner_account_by_tenant[workspace_id]
-        cache_key = (workspace_id, legacy_role)
-        if cache_key not in resolved_role_ids:
-            resolved_role_ids[cache_key] = _resolve_builtin_role_id(workspace_id, operator_account_id, legacy_role)
-
-        resolved_role_id = resolved_role_ids[cache_key]
+    if dry_run:
         click.echo(
-            f"tenant={workspace_id} member={member_account_id} "
-            f"legacy_role={legacy_role} -> rbac_role_id={resolved_role_id}"
+            click.style(
+                f"Dry run completed. Scanned {scanned_count} members across {tenant_count} tenants. "
+                "No RBAC bindings were written.",
+                fg="yellow",
+            )
+        )
+    else:
+        click.echo(
+            click.style(
+                f"RBAC member-role migration completed. Scanned {scanned_count} members across {tenant_count} tenants, "
+                f"migrated {migrated_count}, skipped {skipped_count} already up-to-date.",
+                fg="green",
+            )
         )
 
-        if dry_run:
-            continue
 
-        RBACService.MemberRoles.replace(
-            tenant_id=workspace_id,
-            account_id=operator_account_id,
-            member_account_id=member_account_id,
-            role_ids=[resolved_role_id],
-        )
-        migrated_count += 1
+def _dataset_permission_enum(permission: DatasetPermissionEnum | str | None) -> DatasetPermissionEnum:
+    if permission is None:
+        return DatasetPermissionEnum.ONLY_ME
+    try:
+        return DatasetPermissionEnum(permission)
+    except ValueError as exc:
+        raise ValueError(f"Unsupported legacy dataset permission: {permission}") from exc
+
+
+def _rbac_dataset_scope_for_legacy_permission(permission: DatasetPermissionEnum) -> RBACResourceWhitelistScope:
+    if permission is DatasetPermissionEnum.ALL_TEAM:
+        return RBACResourceWhitelistScope.ALL
+    if permission in {DatasetPermissionEnum.ONLY_ME, DatasetPermissionEnum.PARTIAL_TEAM}:
+        return RBACResourceWhitelistScope.SPECIFIC
+    raise ValueError(f"Unsupported legacy dataset permission: {permission}")
+
+
+def _emit_dataset_permission_migration_event(payload: dict[str, object]) -> None:
+    click.echo(json.dumps(payload, sort_keys=True))
+
+
+@click.command(
+    "rbac-migrate-dataset-permissions",
+    help=(
+        "Migrate legacy dataset permission scopes and partial members into RBAC dataset access bindings. "
+        "Side effect: replacing each dataset whitelist clears existing per-user policy bindings; "
+        "the command then recreates legacy partial-member default bindings."
+    ),
+)
+@click.option("--tenant-id", help="Only migrate datasets in a single workspace.")
+@click.option("--dataset-id", help="Only migrate a single dataset.")
+@click.option("--batch-size", default=500, show_default=True, type=click.IntRange(min=1))
+@click.option(
+    "--dry-run/--apply",
+    default=True,
+    show_default=True,
+    help="Preview the migration without writing RBAC bindings. Use --apply to write changes.",
+)
+def migrate_dataset_permissions_to_rbac(
+    tenant_id: str | None,
+    dataset_id: str | None,
+    batch_size: int,
+    dry_run: bool,
+) -> None:
+    """Backfill RBAC dataset access config from legacy `Dataset.permission`.
+
+    Legacy mapping:
+    - all_team_members -> RBAC dataset whitelist scope "all"
+    - partial_members  -> RBAC dataset whitelist scope "specific" plus each partial member gets the
+      virtual default policy
+    - only_me          -> RBAC dataset whitelist scope "specific" with no member policy bindings
+
+    The command replaces each dataset's RBAC whitelist scope first. RBAC clears
+    existing per-user policy bindings during that replace, then this command
+    recreates the legacy partial-member default bindings. Re-running it is
+    therefore idempotent for a dataset's current legacy configuration.
+    """
+    click.echo(click.style("Starting RBAC dataset permission migration.", fg="green"))
+
+    scanned_count = 0
+    scope_migrated_count = 0
+    user_policy_migrated_count = 0
+    partial_dataset_count = 0
+
+    last_dataset_id: str | None = None
+    while True:
+        with session_factory.create_session() as session:
+            stmt = (
+                select(Dataset.id, Dataset.tenant_id, Dataset.permission, Dataset.created_by)
+                .order_by(Dataset.id.asc())
+                .limit(batch_size)
+            )
+            if tenant_id:
+                stmt = stmt.where(Dataset.tenant_id == tenant_id)
+            if dataset_id:
+                stmt = stmt.where(Dataset.id == dataset_id)
+            if last_dataset_id:
+                stmt = stmt.where(Dataset.id > last_dataset_id)
+
+            dataset_rows = list(session.execute(stmt).all())
+            if not dataset_rows:
+                break
+
+            dataset_ids = [str(row.id) for row in dataset_rows]
+            partial_members_by_dataset_id: dict[str, list[str]] = {item: [] for item in dataset_ids}
+            permission_rows = session.execute(
+                select(DatasetPermission.dataset_id, DatasetPermission.account_id).where(
+                    DatasetPermission.dataset_id.in_(dataset_ids)
+                )
+            ).all()
+            for row in permission_rows:
+                partial_members_by_dataset_id[str(row.dataset_id)].append(str(row.account_id))
+
+        for dataset in dataset_rows:
+            workspace_id = str(dataset.tenant_id)
+            current_dataset_id = str(dataset.id)
+            operator_account_id = str(dataset.created_by)
+            permission_value = _dataset_permission_enum(dataset.permission)
+            scope = _rbac_dataset_scope_for_legacy_permission(permission_value)
+            partial_member_ids = sorted(set(partial_members_by_dataset_id[current_dataset_id]))
+            should_bind_partial_members = permission_value is DatasetPermissionEnum.PARTIAL_TEAM
+
+            click.echo(
+                f"tenant={workspace_id} dataset={current_dataset_id} "
+                f"operator={operator_account_id} "
+                f"legacy_permission={permission_value} -> rbac_scope={scope} "
+                f"partial_members={len(partial_member_ids) if should_bind_partial_members else 0}"
+            )
+
+            scanned_count += 1
+            replace_whitelist_payload = ReplaceMemberBindings(scope=scope)
+            if dry_run:
+                _emit_dataset_permission_migration_event(
+                    {
+                        "event": "dataset_permission_migration_proposed_change",
+                        "action": "replace_whitelist",
+                        "dry_run": True,
+                        "tenant_id": workspace_id,
+                        "dataset_id": current_dataset_id,
+                        "operator_account_id": operator_account_id,
+                        "before": {
+                            "legacy_dataset_permission": permission_value.value,
+                            "legacy_partial_member_ids": partial_member_ids if should_bind_partial_members else [],
+                        },
+                        "after": {
+                            "rbac_whitelist_scope": scope.value,
+                        },
+                        "call": {
+                            "method": "RBACService.DatasetAccess.replace_whitelist",
+                            "kwargs": {
+                                "tenant_id": workspace_id,
+                                "account_id": operator_account_id,
+                                "dataset_id": current_dataset_id,
+                                "payload": replace_whitelist_payload.model_dump(mode="json"),
+                            },
+                        },
+                    }
+                )
+            if not dry_run:
+                RBACService.DatasetAccess.replace_whitelist(
+                    tenant_id=workspace_id,
+                    account_id=operator_account_id,
+                    dataset_id=current_dataset_id,
+                    payload=replace_whitelist_payload,
+                )
+                scope_migrated_count += 1
+
+            if should_bind_partial_members:
+                partial_dataset_count += 1
+                for member_account_id in partial_member_ids:
+                    replace_user_access_policies_payload = ReplaceUserAccessPolicies(
+                        access_policy_ids=[_RBAC_DEFAULT_ACCESS_POLICY_ID],
+                    )
+                    if dry_run:
+                        _emit_dataset_permission_migration_event(
+                            {
+                                "event": "dataset_permission_migration_proposed_change",
+                                "action": "replace_user_access_policies",
+                                "dry_run": True,
+                                "tenant_id": workspace_id,
+                                "dataset_id": current_dataset_id,
+                                "operator_account_id": operator_account_id,
+                                "target_account_id": member_account_id,
+                                "before": {
+                                    "legacy_dataset_permission": permission_value.value,
+                                    "legacy_partial_member_id": member_account_id,
+                                },
+                                "after": {
+                                    "rbac_user_access_policy_ids": [_RBAC_DEFAULT_ACCESS_POLICY_ID],
+                                },
+                                "call": {
+                                    "method": "RBACService.DatasetAccess.replace_user_access_policies",
+                                    "kwargs": {
+                                        "tenant_id": workspace_id,
+                                        "account_id": operator_account_id,
+                                        "dataset_id": current_dataset_id,
+                                        "target_account_id": member_account_id,
+                                        "payload": replace_user_access_policies_payload.model_dump(mode="json"),
+                                    },
+                                },
+                            }
+                        )
+                        continue
+                    RBACService.DatasetAccess.replace_user_access_policies(
+                        tenant_id=workspace_id,
+                        account_id=operator_account_id,
+                        dataset_id=current_dataset_id,
+                        target_account_id=member_account_id,
+                        payload=replace_user_access_policies_payload,
+                    )
+                    user_policy_migrated_count += 1
+
+        last_dataset_id = dataset_ids[-1]
+
+        if dataset_id:
+            break
+
+    if scanned_count == 0:
+        click.echo(click.style("No datasets found for migration.", fg="yellow"))
+        return
 
     if dry_run:
-        click.echo(click.style("Dry run completed. No RBAC bindings were written.", fg="yellow"))
+        click.echo(
+            click.style(
+                f"Dry run completed. Scanned {scanned_count} datasets; "
+                f"{partial_dataset_count} partial-member datasets would be migrated.",
+                fg="yellow",
+            )
+        )
     else:
-        click.echo(click.style(f"RBAC member-role migration completed. Migrated {migrated_count} members.", fg="green"))
+        click.echo(
+            click.style(
+                "RBAC dataset permission migration completed. "
+                f"Scanned {scanned_count} datasets, migrated {scope_migrated_count} scopes, "
+                f"wrote {user_policy_migrated_count} user default-policy bindings.",
+                fg="green",
+            )
+        )

api/commands/retention.py

@@ -35,6 +35,12 @@ class WorkflowRunArchiveTenantPlan(TypedDict):
     unpaid_tenant_ids: list[str]
 
 
+def _normalize_utc_datetime(value: datetime.datetime) -> datetime.datetime:
+    if value.tzinfo is None:
+        return value.replace(tzinfo=datetime.UTC)
+    return value.astimezone(datetime.UTC)
+
+
 def _parse_tenant_prefixes(prefixes: str | None) -> list[str]:
     if not prefixes:
         return []
@@ -156,11 +162,16 @@ def _resolve_archive_time_range(
             raise click.UsageError("Choose either day offsets or explicit dates, not both.")
         if from_days_ago <= to_days_ago:
             raise click.UsageError("--from-days-ago must be greater than --to-days-ago.")
-        now = datetime.datetime.now()
+        now = datetime.datetime.now(datetime.UTC)
         start_from = now - datetime.timedelta(days=from_days_ago)
         end_before = now - datetime.timedelta(days=to_days_ago)
         before_days = 0
 
+    if start_from is not None:
+        start_from = _normalize_utc_datetime(start_from)
+    if end_before is not None:
+        end_before = _normalize_utc_datetime(end_before)
+
     if start_from and end_before and start_from >= end_before:
         raise click.UsageError("--start-from must be earlier than --end-before.")
 
@@ -402,6 +413,13 @@ def archive_workflow_runs_plan(
             fg="white",
         )
     )
+    click.echo(
+        click.style(
+            "fixed_archive_window="
+            f"{start_from.isoformat() if start_from else 'unbounded'},{plan_end_before.isoformat()}",
+            fg="white",
+        )
+    )
     click.echo("tenant_prefix,total_tenants,workflow_runs,workflow_node_executions,paid_tenants,unpaid_tenants")
     for row in rows:
         click.echo(
@@ -451,7 +469,7 @@ def archive_workflow_runs_plan(
     default=None,
     help="Archive runs created before this timestamp (UTC if no timezone).",
 )
-@click.option("--batch-size", default=100, show_default=True, help="Maximum workflow runs per archive bundle.")
+@click.option("--batch-size", default=10000, show_default=True, help="Maximum workflow runs per archive bundle.")
 @click.option(
     "--workers",
     default=1,
@@ -521,6 +539,7 @@ def archive_workflow_runs(
         )
     )
 
+    uses_relative_window = start_from is None and end_before is None
     try:
         before_days, start_from, end_before = _resolve_archive_time_range(
             before_days=before_days,
@@ -546,6 +565,14 @@ def archive_workflow_runs(
     if delete_after_archive:
         click.echo(click.style("delete-after-archive is not supported by bundle archive.", fg="red"))
         return
+    if uses_relative_window:
+        click.echo(
+            click.style(
+                "Relative archive windows are evaluated at command start. For multi-day prefix/shard rollout, "
+                "reuse absolute --start-from/--end-before values from archive-workflow-runs-plan.",
+                fg="yellow",
+            )
+        )
 
     try:
         tenant_plan = _resolve_archive_tenant_ids_from_plan(

api/commands/vector.py

@@ -13,6 +13,7 @@ from core.rag.index_processor.constant.built_in_field import BuiltInField
 from core.rag.index_processor.constant.index_type import IndexStructureType, IndexTechniqueType
 from core.rag.models.document import ChildDocument, Document
 from extensions.ext_database import db
+from libs.pagination import paginate_query
 from models.dataset import Dataset, DatasetCollectionBinding, DatasetMetadata, DatasetMetadataBinding, DocumentSegment
 from models.dataset import Document as DatasetDocument
 from models.enums import DatasetMetadataType, IndexingStatus, SegmentStatus
@@ -183,7 +184,7 @@ def migrate_knowledge_vector_database():
                 .order_by(Dataset.created_at.desc())
             )
 
-            datasets = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
+            datasets = paginate_query(stmt, page=page, per_page=50, max_per_page=50)
             if not datasets.items:
                 break
         except SQLAlchemyError:
@@ -409,7 +410,7 @@ def old_metadata_migration():
                 .where(DatasetDocument.doc_metadata.is_not(None))
                 .order_by(DatasetDocument.created_at.desc())
             )
-            documents = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
+            documents = paginate_query(stmt, page=page, per_page=50, max_per_page=50)
         except SQLAlchemyError:
             raise
         if not documents:

api/configs/enterprise/__init__.py

@@ -16,7 +16,7 @@ class EnterpriseFeatureConfig(BaseSettings):
 
     CAN_REPLACE_LOGO: bool = Field(
         description="Allow customization of the enterprise logo.",
-        default=True,
+        default=False,
     )
 
     ENTERPRISE_REQUEST_TIMEOUT: int = Field(
@@ -34,6 +34,12 @@ class EnterpriseFeatureConfig(BaseSettings):
         default=False,
     )
 
+    ENTERPRISE_RBAC_REQUEST_TIMEOUT: int = Field(
+        ge=1,
+        description="Maximum timeout in seconds for inner RBAC requests.",
+        default=30,
+    )
+
 
 class EnterpriseTelemetryConfig(BaseSettings):
     """

api/configs/extra/agent_backend_config.py

@@ -1,4 +1,4 @@
-from pydantic import Field
+from pydantic import Field, NonNegativeFloat
 from pydantic_settings import BaseSettings
 
 
@@ -32,12 +32,10 @@ class AgentBackendConfig(BaseSettings):
         default=False,
     )
 
-    AGENT_DRIVE_MANIFEST_ENABLED: bool = Field(
+    AGENT_APP_TEXT_DELTA_DEBOUNCE_SECONDS: NonNegativeFloat = Field(
         description=(
-            "Inject the dify.drive layer (Skills & Files drive manifest declaration) "
-            "into Agent runs. The declaration is an index only — the agent backend "
-            "pulls the actual SKILL.md / files through the back proxy. Keep it off "
-            "until the agent backend registers the dify.drive layer type."
+            "Buffer Agent App assistant text deltas for up to this many seconds before "
+            "publishing SSE chunks. Set to 0 to publish each delta immediately."
         ),
-        default=False,
+        default=0.5,
     )

api/controllers/common/fields.py

@@ -183,6 +183,7 @@ class Site(BaseModel):
     description: str | None = None
     copyright: str | None = None
     privacy_policy: str | None = None
+    input_placeholder: str | None = None
     custom_disclaimer: str | None = None
     default_language: str
     show_workflow_steps: bool

api/controllers/common/session.py

@@ -0,0 +1,57 @@
+"""Controller session decorators.
+
+`with_session` is an HTTP controller helper: it opens one SQLAlchemy session
+for a Resource handler and injects it as the first argument after `self`.
+Handlers use a transaction by default so migrated write paths keep
+commit/rollback handling; pure read handlers may opt out with `write=False`.
+"""
+
+from collections.abc import Callable
+from functools import wraps
+from typing import Concatenate, overload
+
+from sqlalchemy.orm import Session
+
+from core.db.session_factory import session_factory
+
+
+@overload
+def with_session[T, **P, R](
+    view: Callable[Concatenate[T, Session, P], R],
+    *,
+    write: bool = True,
+) -> Callable[Concatenate[T, P], R]: ...
+
+
+@overload
+def with_session[T, **P, R](
+    view: None = None,
+    *,
+    write: bool = True,
+) -> Callable[[Callable[Concatenate[T, Session, P], R]], Callable[Concatenate[T, P], R]]: ...
+
+
+def with_session[T, **P, R](
+    view: Callable[Concatenate[T, Session, P], R] | None = None,
+    *,
+    write: bool = True,
+) -> (
+    Callable[Concatenate[T, P], R] | Callable[[Callable[Concatenate[T, Session, P], R]], Callable[Concatenate[T, P], R]]
+):
+    """Inject a request-scoped session, using a transaction only for write handlers."""
+
+    def decorator(view: Callable[Concatenate[T, Session, P], R]) -> Callable[Concatenate[T, P], R]:
+        @wraps(view)
+        def wrapper(self: T, *args: P.args, **kwargs: P.kwargs) -> R:
+            if write:
+                with session_factory.get_session_maker().begin() as session:
+                    return view(self, session, *args, **kwargs)
+
+            with session_factory.create_session() as session:
+                return view(self, session, *args, **kwargs)
+
+        return wrapper
+
+    if view is None:
+        return decorator
+    return decorator(view)

api/controllers/console/__init__.py

@@ -54,6 +54,7 @@ from .app import (
     agent_app_access,
     agent_app_feature,
     agent_app_sandbox,
+    agent_config_inspector,
     agent_drive_inspector,
     annotation,
     app,
@@ -157,6 +158,7 @@ __all__ = [
     "agent_app_feature",
     "agent_app_sandbox",
     "agent_composer",
+    "agent_config_inspector",
     "agent_drive_inspector",
     "agent_providers",
     "agent_roster",

api/controllers/console/agent/app_helpers.py

@@ -6,5 +6,15 @@ from services.agent.roster_service import AgentRosterService
 
 
 def resolve_agent_app_model(*, tenant_id: str, agent_id: UUID) -> App:
-    """Resolve the hidden Agent App backing an Agent Console resource."""
+    """Resolve a roster Agent's public Agent App."""
     return AgentRosterService(db.session).get_agent_app_model(tenant_id=tenant_id, agent_id=str(agent_id))
+
+
+def resolve_agent_runtime_app_model(*, tenant_id: str, agent_id: UUID) -> App:
+    """Resolve the App that backs an Agent runtime surface.
+
+    This accepts both roster Agent Apps and workflow-only inline Agents with a
+    hidden backing App.
+    """
+
+    return AgentRosterService(db.session).get_agent_runtime_app_model(tenant_id=tenant_id, agent_id=str(agent_id))

api/controllers/console/agent/composer.py

@@ -1,10 +1,10 @@
 from uuid import UUID
 
+from flask import request
 from flask_restx import Resource
 
-from controllers.common.schema import register_response_schema_models, register_schema_models
+from controllers.common.schema import query_params_from_model, register_response_schema_models, register_schema_models
 from controllers.console import console_ns
-from controllers.console.agent.app_helpers import resolve_agent_app_model
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import (
     RBACPermission,
@@ -28,9 +28,15 @@ from libs.login import login_required
 from models.model import App, AppMode
 from services.agent.composer_service import AgentComposerService
 from services.agent.composer_validator import ComposerConfigValidator
-from services.entities.agent_entities import ComposerSavePayload, WorkflowComposerCopyFromRosterPayload
+from services.entities.agent_entities import (
+    ComposerSavePayload,
+    WorkflowAgentComposerQuery,
+    WorkflowComposerCopyFromRosterPayload,
+)
 
-register_schema_models(console_ns, ComposerSavePayload, WorkflowComposerCopyFromRosterPayload)
+register_schema_models(
+    console_ns, ComposerSavePayload, WorkflowAgentComposerQuery, WorkflowComposerCopyFromRosterPayload
+)
 register_response_schema_models(
     console_ns,
     AgentAppComposerResponse,
@@ -41,27 +47,28 @@ register_response_schema_models(
 )
 
 
-def _resolve_agent_app_id(*, tenant_id: str, agent_id: UUID) -> str:
-    return resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id).id
-
-
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/agent-composer")
 class WorkflowAgentComposerApi(Resource):
     @console_ns.response(
         200, "Workflow agent composer state", console_ns.models[WorkflowAgentComposerResponse.__name__]
     )
+    @console_ns.doc(params=query_params_from_model(WorkflowAgentComposerQuery))
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.WORKFLOW, AppMode.ADVANCED_CHAT])
+    @with_current_user_id
     @with_current_tenant_id
-    def get(self, tenant_id: str, app_model: App, node_id: str):
+    def get(self, tenant_id: str, account_id: str, app_model: App, node_id: str):
+        query = WorkflowAgentComposerQuery.model_validate(request.args.to_dict(flat=True))
         return dump_response(
             WorkflowAgentComposerResponse,
             AgentComposerService.load_workflow_composer(
                 tenant_id=tenant_id,
                 app_id=app_model.id,
                 node_id=node_id,
+                account_id=account_id,
+                snapshot_id=query.snapshot_id,
             ),
         )
 
@@ -137,6 +144,7 @@ class WorkflowAgentComposerValidateApi(Resource):
     def post(self, tenant_id: str, app_model: App, node_id: str):
         payload = ComposerSavePayload.model_validate(console_ns.payload or {})
         ComposerConfigValidator.validate_publish_payload(payload)
+        AgentComposerService.validate_knowledge_datasets(tenant_id=tenant_id, agent_soul=payload.agent_soul)
         findings = AgentComposerService.collect_validation_findings(
             tenant_id=tenant_id,
             payload=payload,
@@ -228,10 +236,9 @@ class AgentComposerApi(Resource):
     @account_initialization_required
     @with_current_tenant_id
     def get(self, tenant_id: str, agent_id: UUID):
-        app_id = _resolve_agent_app_id(tenant_id=tenant_id, agent_id=agent_id)
         return dump_response(
             AgentAppComposerResponse,
-            AgentComposerService.load_agent_app_composer(tenant_id=tenant_id, app_id=app_id),
+            AgentComposerService.load_agent_composer(tenant_id=tenant_id, agent_id=str(agent_id)),
         )
 
     @console_ns.expect(console_ns.models[ComposerSavePayload.__name__])
@@ -244,13 +251,12 @@ class AgentComposerApi(Resource):
     @with_current_user_id
     @with_current_tenant_id
     def put(self, tenant_id: str, account_id: str, agent_id: UUID):
-        app_id = _resolve_agent_app_id(tenant_id=tenant_id, agent_id=agent_id)
         payload = ComposerSavePayload.model_validate(console_ns.payload or {})
         return dump_response(
             AgentAppComposerResponse,
-            AgentComposerService.save_agent_app_composer(
+            AgentComposerService.save_agent_composer(
                 tenant_id=tenant_id,
-                app_id=app_id,
+                agent_id=str(agent_id),
                 account_id=account_id,
                 payload=payload,
             ),
@@ -268,9 +274,10 @@ class AgentComposerValidateApi(Resource):
     @account_initialization_required
     @with_current_tenant_id
     def post(self, tenant_id: str, agent_id: UUID):
-        _resolve_agent_app_id(tenant_id=tenant_id, agent_id=agent_id)
+        AgentComposerService.load_agent_composer(tenant_id=tenant_id, agent_id=str(agent_id))
         payload = ComposerSavePayload.model_validate(console_ns.payload or {})
         ComposerConfigValidator.validate_publish_payload(payload)
+        AgentComposerService.validate_knowledge_datasets(tenant_id=tenant_id, agent_soul=payload.agent_soul)
         findings = AgentComposerService.collect_validation_findings(
             tenant_id=tenant_id,
             payload=payload,
@@ -290,12 +297,11 @@ class AgentComposerCandidatesApi(Resource):
     @with_current_user_id
     @with_current_tenant_id
     def get(self, tenant_id: str, current_user_id: str, agent_id: UUID):
-        app_id = _resolve_agent_app_id(tenant_id=tenant_id, agent_id=agent_id)
         return dump_response(
             AgentComposerCandidatesResponse,
             AgentComposerService.get_agent_app_candidates(
                 tenant_id=tenant_id,
-                app_id=app_id,
+                agent_id=str(agent_id),
                 user_id=current_user_id,
             ),
         )

api/controllers/console/agent/roster.py

@@ -5,16 +5,21 @@ from flask_restx import Resource
 from pydantic import AliasChoices, BaseModel, Field, field_validator
 from sqlalchemy import func, select
 
-from controllers.common.schema import query_params_from_model, register_response_schema_models, register_schema_models
+from controllers.common.schema import (
+    query_params_from_model,
+    query_params_from_request,
+    register_response_schema_models,
+    register_schema_models,
+)
 from controllers.console import console_ns
-from controllers.console.agent.app_helpers import resolve_agent_app_model
+from controllers.console.agent.app_helpers import resolve_agent_app_model, resolve_agent_runtime_app_model
 from controllers.console.apikey import ApiKeyItem, ApiKeyList, BaseApiKeyListResource, BaseApiKeyResource
 from controllers.console.app.app import (
-    AppDetailWithSite as GenericAppDetailWithSite,
+    APP_LIST_QUERY_ARRAY_FIELDS,
+    AppListQuery,
 )
 from controllers.console.app.app import (
-    AppListQuery,
-    _normalize_app_list_query_args,
+    AppDetailWithSite as GenericAppDetailWithSite,
 )
 from controllers.console.app.app import (
     AppPagination as GenericAppPagination,
@@ -39,9 +44,11 @@ from controllers.console.wraps import (
 )
 from extensions.ext_database import db
 from fields.agent_fields import (
+    AgentConfigDraftSummaryResponse,
     AgentConfigSnapshotDetailResponse,
     AgentConfigSnapshotListResponse,
     AgentConfigSnapshotRestoreResponse,
+    AgentConfigSnapshotSummaryResponse,
     AgentInviteOptionsResponse,
     AgentLogListResponse,
     AgentLogMessageListResponse,
@@ -50,12 +57,16 @@ from fields.agent_fields import (
     AgentRosterListResponse,
     AgentStatisticSummaryEnvelopeResponse,
 )
+from fields.base import ResponseModel
 from libs.datetime_utils import parse_time_range
 from libs.helper import dump_response
 from libs.login import login_required
 from models import Account
+from models.agent import Agent, AgentStatus
+from models.agent_config_entities import AgentSoulConfig
 from models.enums import ApiTokenType
 from models.model import ApiToken, App, IconType
+from services.agent.composer_service import AgentComposerService
 from services.agent.errors import AgentNotFoundError
 from services.agent.observability_service import (
     AgentLogQueryParams,
@@ -65,7 +76,7 @@ from services.agent.observability_service import (
 from services.agent.roster_service import AgentRosterService
 from services.app_service import AppListParams, AppService, CreateAppParams
 from services.enterprise.enterprise_service import EnterpriseService
-from services.entities.agent_entities import RosterListQuery
+from services.entities.agent_entities import ComposerSavePayload, RosterListQuery
 from services.feature_service import FeatureService
 
 
@@ -80,33 +91,31 @@ class AgentIdPath(BaseModel):
 class AgentAppCreatePayload(BaseModel):
     name: str = Field(..., min_length=1, description="Agent name")
     description: str | None = Field(default=None, description="Agent description (max 400 chars)", max_length=400)
-    role: str = Field(..., min_length=1, description="Agent role", max_length=255)
+    role: str | None = Field(default=None, description="Agent role", max_length=255)
     icon_type: IconType | None = Field(default=None, description="Icon type")
     icon: str | None = Field(default=None, description="Icon")
     icon_background: str | None = Field(default=None, description="Icon background color")
 
     @field_validator("role")
     @classmethod
-    def validate_role(cls, value: str) -> str:
-        role = value.strip()
-        if not role:
-            raise ValueError("Agent role is required.")
-        return role
+    def validate_role(cls, value: str | None) -> str | None:
+        if value is None:
+            return None
+        return value.strip()
 
 
 # Keep agent-app roster DTOs agent-specific instead of reusing the shared
 # /apps response/request models. The roster surface needs Agent-only fields such
 # as `role`, while the generic console/apps contracts must stay unchanged.
 class AgentAppUpdatePayload(GenericUpdateAppPayload):
-    role: str = Field(..., min_length=1, description="Agent role", max_length=255)
+    role: str | None = Field(default=None, description="Agent role", max_length=255)
 
     @field_validator("role")
     @classmethod
-    def validate_role(cls, value: str) -> str:
-        role = value.strip()
-        if not role:
-            raise ValueError("Agent role is required.")
-        return role
+    def validate_role(cls, value: str | None) -> str | None:
+        if value is None:
+            return None
+        return value.strip()
 
 
 class AgentAppCopyPayload(BaseModel):
@@ -122,10 +131,7 @@ class AgentAppCopyPayload(BaseModel):
     def validate_role(cls, value: str | None) -> str | None:
         if value is None:
             return None
-        role = value.strip()
-        if not role:
-            raise ValueError("Agent role is required when provided.")
-        return role
+        return value.strip()
 
 
 class AgentApiStatusPayload(BaseModel):
@@ -191,11 +197,9 @@ class AgentLogsQuery(BaseModel):
     def empty_list_values_to_list(cls, value: object) -> list[str]:
         if value in (None, ""):
             return []
-        if isinstance(value, str):
-            return [value]
         if isinstance(value, list):
-            return [item for item in value if item]
-        return []
+            return [str(item).strip() for item in value if str(item).strip()]
+        raise ValueError("Unsupported query list type.")
 
     @field_validator("sort_by")
     @classmethod
@@ -232,6 +236,8 @@ class AgentStatisticsQuery(BaseModel):
 
 class AgentAppPartial(GenericAppPartial):
     app_id: str | None = None
+    backing_app_id: str | None = None
+    hidden_app_backed: bool = False
     debug_conversation_id: str | None = None
     role: str | None = None
     active_config_is_published: bool = False
@@ -241,13 +247,49 @@ class AgentAppPartial(GenericAppPartial):
 
 class AgentAppDetailWithSite(GenericAppDetailWithSite):
     app_id: str | None = None
+    backing_app_id: str | None = None
+    hidden_app_backed: bool = False
     debug_conversation_id: str | None = None
+    debug_conversation_has_messages: bool = False
+    debug_conversation_message_count: int = 0
     role: str | None = None
     active_config_is_published: bool = False
 
 
 class AgentDebugConversationRefreshResponse(BaseModel):
     debug_conversation_id: str
+    debug_conversation_has_messages: bool = False
+    debug_conversation_message_count: int = 0
+
+
+class AgentPublishPayload(BaseModel):
+    version_note: str | None = Field(default=None, description="Optional note for this published Agent version")
+
+
+class AgentPublishResponse(ResponseModel):
+    result: str
+    active_config_snapshot_id: str
+    active_config_snapshot: AgentConfigSnapshotSummaryResponse | None = None
+    draft: AgentConfigDraftSummaryResponse | None = None
+
+
+class AgentBuildDraftCheckoutPayload(BaseModel):
+    force: bool = Field(default=False, description="Overwrite the existing current-user build draft")
+
+
+class AgentBuildDraftResponse(ResponseModel):
+    variant: str
+    draft: AgentConfigDraftSummaryResponse
+    agent_soul: AgentSoulConfig
+
+
+class AgentBuildDraftApplyResponse(BaseModel):
+    result: str
+    draft: dict[str, object]
+
+
+class AgentSimpleResultResponse(BaseModel):
+    result: str
 
 
 class AgentAppPagination(GenericAppPagination):
@@ -261,6 +303,9 @@ register_schema_models(
     AgentAppCreatePayload,
     AgentAppUpdatePayload,
     AgentAppCopyPayload,
+    AgentPublishPayload,
+    AgentBuildDraftCheckoutPayload,
+    ComposerSavePayload,
     AgentApiStatusPayload,
     AgentInviteOptionsQuery,
     AgentLogsQuery,
@@ -277,6 +322,10 @@ register_response_schema_models(
     AgentAppDetailWithSite,
     AgentAppPartial,
     AgentDebugConversationRefreshResponse,
+    AgentPublishResponse,
+    AgentBuildDraftResponse,
+    AgentBuildDraftApplyResponse,
+    AgentSimpleResultResponse,
     AgentConfigSnapshotDetailResponse,
     AgentConfigSnapshotListResponse,
     AgentConfigSnapshotRestoreResponse,
@@ -294,7 +343,7 @@ def _agent_roster_service() -> AgentRosterService:
     return AgentRosterService(db.session)
 
 
-def _serialize_agent_app_detail(app_model, *, current_user: Account) -> dict:
+def _serialize_agent_app_detail(app_model, *, current_user: Account, agent_id: str | None = None) -> dict:
     """Serialize an Agent App detail using roster-only DTOs.
 
     `/agent` responses are roster-shaped rather than raw app-shaped: `id`
@@ -311,17 +360,35 @@ def _serialize_agent_app_detail(app_model, *, current_user: Account) -> dict:
 
     roster_service = _agent_roster_service()
     payload = AgentAppDetailWithSite.model_validate(app_model, from_attributes=True).model_dump(mode="json")
-    agent = roster_service.get_app_backing_agent(tenant_id=app_model.tenant_id, app_id=str(app_model.id))
+    agent = (
+        db.session.scalar(
+            select(Agent).where(
+                Agent.tenant_id == app_model.tenant_id,
+                Agent.id == agent_id,
+                Agent.status == AgentStatus.ACTIVE,
+            )
+        )
+        if agent_id
+        else roster_service.get_app_backing_agent(tenant_id=app_model.tenant_id, app_id=str(app_model.id))
+    )
     if not agent:
         raise AgentNotFoundError()
     payload.pop("bound_agent_id", None)
-    payload["app_id"] = str(app_model.id)
+    payload["app_id"] = agent.app_id
+    payload["backing_app_id"] = roster_service.runtime_backing_app_id(agent)
+    payload["hidden_app_backed"] = bool(agent.backing_app_id and agent.backing_app_id != agent.app_id)
     payload["id"] = agent.id
-    payload["debug_conversation_id"] = roster_service.get_or_create_agent_app_debug_conversation_id(
+    debug_conversation_id = roster_service.get_or_create_agent_app_debug_conversation_id(
         tenant_id=app_model.tenant_id,
         agent_id=agent.id,
         account_id=current_user.id,
     )
+    message_count = roster_service.count_agent_app_debug_conversation_messages(
+        conversation_id=debug_conversation_id,
+    )
+    payload["debug_conversation_id"] = debug_conversation_id
+    payload["debug_conversation_has_messages"] = message_count > 0
+    payload["debug_conversation_message_count"] = message_count
     payload["role"] = agent.role or ""
     payload["active_config_is_published"] = roster_service.active_config_is_published(
         tenant_id=app_model.tenant_id,
@@ -365,6 +432,8 @@ def _serialize_agent_app_pagination(app_pagination, *, tenant_id: str, current_u
         agent = agents_by_app_id.get(app_id)
         if agent:
             item["app_id"] = app_id
+            item["backing_app_id"] = agent.backing_app_id or app_id
+            item["hidden_app_backed"] = False
             item["id"] = agent.id
             item["debug_conversation_id"] = debug_conversation_ids_by_agent_id.get(agent.id)
             item["role"] = agent.role or ""
@@ -435,16 +504,11 @@ def _parse_observability_time_range(start: str | None, end: str | None, account:
         abort(400, description=str(exc))
 
 
-def _multi_query_values(name: str, legacy_name: str | None = None) -> list[str]:
-    values: list[str] = []
-    for query_name in (name, f"{name}[]"):
-        values.extend(request.args.getlist(query_name))
-    if legacy_name:
-        values.extend(request.args.getlist(legacy_name))
-    parsed: list[str] = []
-    for value in values:
-        parsed.extend(item.strip() for item in value.split(",") if item.strip())
-    return parsed
+def _query_values(name: str, alias_name: str | None = None) -> list[str]:
+    values = request.args.getlist(name)
+    if alias_name:
+        values.extend(request.args.getlist(alias_name))
+    return [value.strip() for value in values if value.strip()]
 
 
 @console_ns.route("/agent")
@@ -457,11 +521,12 @@ class AgentAppListApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def get(self, current_tenant_id: str, current_user: Account):
-        args = AppListQuery.model_validate(_normalize_app_list_query_args(request.args))
+        args = query_params_from_request(AppListQuery, list_fields=APP_LIST_QUERY_ARRAY_FIELDS)
         params = AppListParams(
             page=args.page,
             limit=args.limit,
             mode="agent",
+            sort_by=args.sort_by,
             name=args.name,
             tag_ids=args.tag_ids,
             creator_ids=args.creator_ids,
@@ -496,7 +561,7 @@ class AgentAppListApi(Resource):
             name=args.name,
             description=args.description,
             mode="agent",
-            agent_role=args.role,
+            agent_role=args.role or "",
             icon_type=args.icon_type,
             icon=args.icon,
             icon_background=args.icon_background,
@@ -516,8 +581,8 @@ class AgentAppApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def get(self, tenant_id: str, current_user: Account, agent_id: UUID):
-        app_model = _resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
-        return _serialize_agent_app_detail(app_model, current_user=current_user)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        return _serialize_agent_app_detail(app_model, current_user=current_user, agent_id=str(agent_id))
 
     @console_ns.expect(console_ns.models[AgentAppUpdatePayload.__name__])
     @console_ns.response(200, "Agent app updated successfully", console_ns.models[AgentAppDetailWithSite.__name__])
@@ -578,8 +643,116 @@ class AgentDebugConversationRefreshApi(Resource):
             agent_id=str(agent_id),
             account_id=current_user.id,
         )
-        return AgentDebugConversationRefreshResponse(debug_conversation_id=debug_conversation_id).model_dump(
-            mode="json"
+        return AgentDebugConversationRefreshResponse(
+            debug_conversation_id=debug_conversation_id,
+            debug_conversation_has_messages=False,
+            debug_conversation_message_count=0,
+        ).model_dump(mode="json")
+
+
+@console_ns.route("/agent/<uuid:agent_id>/publish")
+class AgentPublishApi(Resource):
+    @console_ns.expect(console_ns.models[AgentPublishPayload.__name__])
+    @console_ns.response(200, "Agent draft published", console_ns.models[AgentPublishResponse.__name__])
+    @console_ns.response(403, "Insufficient permissions")
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @edit_permission_required
+    @with_current_user
+    @with_current_tenant_id
+    def post(self, tenant_id: str, current_user: Account, agent_id: UUID):
+        args = AgentPublishPayload.model_validate(console_ns.payload or {})
+        return AgentComposerService.publish_agent_app_draft(
+            tenant_id=tenant_id,
+            agent_id=str(agent_id),
+            account_id=current_user.id,
+            version_note=args.version_note,
+        )
+
+
+@console_ns.route("/agent/<uuid:agent_id>/build-draft/checkout")
+class AgentBuildDraftCheckoutApi(Resource):
+    @console_ns.expect(console_ns.models[AgentBuildDraftCheckoutPayload.__name__])
+    @console_ns.response(200, "Agent build draft checked out", console_ns.models[AgentBuildDraftResponse.__name__])
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @edit_permission_required
+    @with_current_user
+    @with_current_tenant_id
+    def post(self, tenant_id: str, current_user: Account, agent_id: UUID):
+        args = AgentBuildDraftCheckoutPayload.model_validate(console_ns.payload or {})
+        return AgentComposerService.checkout_agent_app_build_draft(
+            tenant_id=tenant_id,
+            agent_id=str(agent_id),
+            account_id=current_user.id,
+            force=args.force,
+        )
+
+
+@console_ns.route("/agent/<uuid:agent_id>/build-draft")
+class AgentBuildDraftApi(Resource):
+    @console_ns.response(200, "Agent build draft", console_ns.models[AgentBuildDraftResponse.__name__])
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @edit_permission_required
+    @with_current_user
+    @with_current_tenant_id
+    def get(self, tenant_id: str, current_user: Account, agent_id: UUID):
+        return AgentComposerService.load_agent_app_build_draft(
+            tenant_id=tenant_id,
+            agent_id=str(agent_id),
+            account_id=current_user.id,
+        )
+
+    @console_ns.expect(console_ns.models[ComposerSavePayload.__name__])
+    @console_ns.response(200, "Agent build draft saved", console_ns.models[AgentBuildDraftResponse.__name__])
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @edit_permission_required
+    @with_current_user
+    @with_current_tenant_id
+    def put(self, tenant_id: str, current_user: Account, agent_id: UUID):
+        payload = ComposerSavePayload.model_validate(console_ns.payload or {})
+        return AgentComposerService.save_agent_app_build_draft(
+            tenant_id=tenant_id,
+            agent_id=str(agent_id),
+            account_id=current_user.id,
+            payload=payload,
+        )
+
+    @console_ns.response(200, "Agent build draft discarded", console_ns.models[AgentSimpleResultResponse.__name__])
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @edit_permission_required
+    @with_current_user
+    @with_current_tenant_id
+    def delete(self, tenant_id: str, current_user: Account, agent_id: UUID):
+        return AgentComposerService.discard_agent_app_build_draft(
+            tenant_id=tenant_id,
+            agent_id=str(agent_id),
+            account_id=current_user.id,
+        )
+
+
+@console_ns.route("/agent/<uuid:agent_id>/build-draft/apply")
+class AgentBuildDraftApplyApi(Resource):
+    @console_ns.response(200, "Agent build draft applied", console_ns.models[AgentBuildDraftApplyResponse.__name__])
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @edit_permission_required
+    @with_current_user
+    @with_current_tenant_id
+    def post(self, tenant_id: str, current_user: Account, agent_id: UUID):
+        return AgentComposerService.apply_agent_app_build_draft(
+            tenant_id=tenant_id,
+            agent_id=str(agent_id),
+            account_id=current_user.id,
         )
 
 
@@ -712,10 +885,10 @@ class AgentLogsApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def get(self, tenant_id: str, current_user: Account, agent_id: UUID):
-        app_model = _resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         query_data: dict[str, object] = dict(request.args.to_dict(flat=True))
-        query_data["sources"] = _multi_query_values("sources", "source")
-        query_data["statuses"] = _multi_query_values("statuses", "status")
+        query_data["sources"] = _query_values("sources", "source")
+        query_data["statuses"] = _query_values("statuses", "status")
         query = AgentLogsQuery.model_validate(query_data)
         start, end = _parse_observability_time_range(query.start, query.end, current_user)
         try:
@@ -749,10 +922,10 @@ class AgentLogMessagesApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def get(self, tenant_id: str, current_user: Account, agent_id: UUID, conversation_id: UUID):
-        app_model = _resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         query_data: dict[str, object] = dict(request.args.to_dict(flat=True))
-        query_data["sources"] = _multi_query_values("sources", "source")
-        query_data["statuses"] = _multi_query_values("statuses", "status")
+        query_data["sources"] = _query_values("sources", "source")
+        query_data["statuses"] = _query_values("statuses", "status")
         query = AgentLogsQuery.model_validate(query_data)
         start, end = _parse_observability_time_range(query.start, query.end, current_user)
         try:
@@ -786,7 +959,7 @@ class AgentLogSourcesApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def get(self, tenant_id: str, current_user: Account, agent_id: UUID):
-        app_model = _resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         payload = _agent_observability_service().list_log_sources(app=app_model, agent_id=str(agent_id))
         return dump_response(AgentLogSourceListResponse, payload)
 
@@ -805,7 +978,7 @@ class AgentStatisticsSummaryApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def get(self, tenant_id: str, current_user: Account, agent_id: UUID):
-        app_model = _resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         query = AgentStatisticsQuery.model_validate(request.args.to_dict(flat=True))
         timezone = current_user.timezone or "UTC"
         start, end = _parse_observability_time_range(query.start, query.end, current_user)

api/controllers/console/app/agent.py

@@ -13,7 +13,7 @@ from controllers.common.schema import (
     register_schema_models,
 )
 from controllers.console import console_ns
-from controllers.console.agent.app_helpers import resolve_agent_app_model
+from controllers.console.agent.app_helpers import resolve_agent_runtime_app_model
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import (
     RBACPermission,
@@ -351,7 +351,7 @@ class AgentSkillUploadByAgentApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def post(self, tenant_id: str, current_user: Account, agent_id: UUID):
-        app_model = resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         return _upload_skill_for_app(current_user=current_user, app_model=app_model)
 
 
@@ -394,7 +394,7 @@ class AgentDriveFilesByAgentApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def post(self, tenant_id: str, current_user: Account, agent_id: UUID):
-        app_model = resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         return _commit_drive_file_for_app(current_user=current_user, app_model=app_model, allow_node_id=False)
 
     @console_ns.doc("delete_agent_drive_file_by_agent")
@@ -407,7 +407,7 @@ class AgentDriveFilesByAgentApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def delete(self, tenant_id: str, current_user: Account, agent_id: UUID):
-        app_model = resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         return _delete_drive_file_for_app(current_user=current_user, app_model=app_model, allow_node_id=False)
 
 
@@ -454,7 +454,7 @@ class AgentSkillByAgentApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def delete(self, tenant_id: str, current_user: Account, agent_id: UUID, slug: str):
-        app_model = resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         return _delete_skill_for_app(current_user=current_user, app_model=app_model, slug=slug, allow_node_id=False)
 
 
@@ -494,7 +494,7 @@ class AgentSkillInferToolsByAgentApi(Resource):
     @account_initialization_required
     @with_current_tenant_id
     def post(self, tenant_id: str, agent_id: UUID, slug: str):
-        app_model = resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         return _infer_skill_tools_for_app(app_model=app_model, slug=slug)
 
 

api/controllers/console/app/agent_app_feature.py

@@ -17,7 +17,7 @@ from pydantic import BaseModel, Field
 from controllers.common.fields import SimpleResultResponse
 from controllers.common.schema import register_response_schema_models, register_schema_models
 from controllers.console import console_ns
-from controllers.console.agent.app_helpers import resolve_agent_app_model
+from controllers.console.agent.app_helpers import resolve_agent_runtime_app_model
 from controllers.console.wraps import (
     RBACPermission,
     RBACResourceScope,
@@ -30,7 +30,6 @@ from controllers.console.wraps import (
 )
 from events.app_event import app_model_config_was_updated
 from extensions.ext_database import db
-from libs.helper import dump_response
 from libs.login import login_required
 from models import Account
 from models.agent_config_entities import (
@@ -87,7 +86,7 @@ class AgentAppFeatureConfigResource(Resource):
     @with_current_user
     @with_current_tenant_id
     def post(self, tenant_id: str, current_user: Account, agent_id: UUID):
-        app_model = resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         args = AgentAppFeaturesPayload.model_validate(console_ns.payload or {})
 
         new_app_model_config = AgentAppFeatureConfigService.update_features(
@@ -99,4 +98,4 @@ class AgentAppFeatureConfigResource(Resource):
 
         app_model_config_was_updated.send(app_model, app_model_config=new_app_model_config)
 
-        return dump_response(SimpleResultResponse, {"result": "success"})
+        return SimpleResultResponse(result="success").model_dump(mode="json")

api/controllers/console/app/agent_app_sandbox.py

@@ -22,7 +22,7 @@ from controllers.common.schema import (
     register_schema_models,
 )
 from controllers.console import console_ns
-from controllers.console.agent.app_helpers import resolve_agent_app_model
+from controllers.console.agent.app_helpers import resolve_agent_runtime_app_model
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required, with_current_tenant_id
 from fields.base import ResponseModel
@@ -44,6 +44,10 @@ class AgentSandboxListQuery(BaseModel):
     path: str = Field(default=".", description="Directory path relative to the sandbox workspace")
 
 
+class AgentSandboxInfoQuery(BaseModel):
+    conversation_id: str = Field(min_length=1, description="Agent App conversation ID")
+
+
 class AgentSandboxFileQuery(BaseModel):
     conversation_id: str = Field(min_length=1, description="Agent App conversation ID")
     path: str = Field(min_length=1, description="File path relative to the sandbox workspace")
@@ -91,6 +95,11 @@ class SandboxListResponse(ResponseModel):
     truncated: bool = False
 
 
+class SandboxInfoResponse(ResponseModel):
+    session_id: str
+    workspace_cwd: str
+
+
 class SandboxReadResponse(ResponseModel):
     path: str
     size: int | None = None
@@ -114,7 +123,13 @@ register_schema_models(
     AgentSandboxUploadPayload,
     WorkflowAgentSandboxUploadPayload,
 )
-register_response_schema_models(console_ns, SandboxListResponse, SandboxReadResponse, SandboxUploadResponse)
+register_response_schema_models(
+    console_ns,
+    SandboxInfoResponse,
+    SandboxListResponse,
+    SandboxReadResponse,
+    SandboxUploadResponse,
+)
 
 
 def _handle(exc: Exception) -> tuple[dict[str, object], int]:
@@ -133,6 +148,30 @@ def _handle(exc: Exception) -> tuple[dict[str, object], int]:
     raise exc
 
 
+@console_ns.route("/agent/<uuid:agent_id>/sandbox")
+class AgentAppSandboxInfoResource(Resource):
+    @console_ns.doc("get_agent_app_sandbox_info")
+    @console_ns.doc(description="Get basic information for an Agent App conversation sandbox")
+    @console_ns.doc(params={"agent_id": "Agent ID", **query_params_from_model(AgentSandboxInfoQuery)})
+    @console_ns.response(200, "Sandbox information returned", console_ns.models[SandboxInfoResponse.__name__])
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @with_current_tenant_id
+    def get(self, tenant_id: str, agent_id: UUID):
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        query = query_params_from_request(AgentSandboxInfoQuery)
+        try:
+            result = AgentAppSandboxService().get_info(
+                tenant_id=tenant_id,
+                app_id=app_model.id,
+                conversation_id=query.conversation_id,
+            )
+        except Exception as exc:
+            return _handle(exc)
+        return result.model_dump()
+
+
 @console_ns.route("/agent/<uuid:agent_id>/sandbox/files")
 class AgentAppSandboxListResource(Resource):
     @console_ns.doc("list_agent_app_sandbox_files")
@@ -144,7 +183,7 @@ class AgentAppSandboxListResource(Resource):
     @account_initialization_required
     @with_current_tenant_id
     def get(self, tenant_id: str, agent_id: UUID):
-        app_model = resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         query = query_params_from_request(AgentSandboxListQuery)
         try:
             result = AgentAppSandboxService().list_files(
@@ -169,7 +208,7 @@ class AgentAppSandboxReadResource(Resource):
     @account_initialization_required
     @with_current_tenant_id
     def get(self, tenant_id: str, agent_id: UUID):
-        app_model = resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         query = query_params_from_request(AgentSandboxFileQuery)
         try:
             result = AgentAppSandboxService().read_file(
@@ -194,7 +233,7 @@ class AgentAppSandboxUploadResource(Resource):
     @account_initialization_required
     @with_current_tenant_id
     def post(self, tenant_id: str, agent_id: UUID):
-        app_model = resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         payload = AgentSandboxUploadPayload.model_validate(request.get_json(silent=True) or {})
         try:
             result = AgentAppSandboxService().upload_file(

api/controllers/console/app/agent_drive_inspector.py

@@ -25,7 +25,7 @@ from controllers.common.schema import (
     register_response_schema_models,
 )
 from controllers.console import console_ns
-from controllers.console.agent.app_helpers import resolve_agent_app_model
+from controllers.console.agent.app_helpers import resolve_agent_runtime_app_model
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required, with_current_tenant_id
 from fields.base import ResponseModel
@@ -182,7 +182,7 @@ class AgentDriveListByAgentApi(Resource):
     @with_current_tenant_id
     def get(self, tenant_id: str, agent_id: UUID):
         query = query_params_from_request(AgentDriveListByAgentQuery)
-        resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         try:
             items = AgentDriveService().manifest(tenant_id=tenant_id, agent_id=str(agent_id), prefix=query.prefix)
         except AgentDriveError as exc:
@@ -201,7 +201,7 @@ class AgentDriveSkillListByAgentApi(Resource):
     @account_initialization_required
     @with_current_tenant_id
     def get(self, tenant_id: str, agent_id: UUID):
-        resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         try:
             items = AgentDriveService().list_skills(tenant_id=tenant_id, agent_id=str(agent_id))
         except AgentDriveError as exc:
@@ -220,7 +220,7 @@ class AgentDriveSkillInspectByAgentApi(Resource):
     @account_initialization_required
     @with_current_tenant_id
     def get(self, tenant_id: str, agent_id: UUID, skill_path: str):
-        resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         try:
             return _json_response(
                 AgentDriveService().inspect_skill(
@@ -245,7 +245,7 @@ class AgentDrivePreviewByAgentApi(Resource):
     @with_current_tenant_id
     def get(self, tenant_id: str, agent_id: UUID):
         query = query_params_from_request(AgentDriveFileByAgentQuery)
-        resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         try:
             return AgentDriveService().preview(tenant_id=tenant_id, agent_id=str(agent_id), key=query.key)
         except AgentDriveError as exc:
@@ -264,7 +264,7 @@ class AgentDriveDownloadByAgentApi(Resource):
     @with_current_tenant_id
     def get(self, tenant_id: str, agent_id: UUID):
         query = query_params_from_request(AgentDriveFileByAgentQuery)
-        resolve_agent_app_model(tenant_id=tenant_id, agent_id=agent_id)
+        resolve_agent_runtime_app_model(tenant_id=tenant_id, agent_id=agent_id)
         try:
             url = AgentDriveService().download_url(tenant_id=tenant_id, agent_id=str(agent_id), key=query.key)
         except AgentDriveError as exc:

api/controllers/console/app/annotation.py

@@ -1,9 +1,11 @@
 from typing import Any, Literal
 from uuid import UUID
 
-from flask import abort, make_response, request
+from flask import abort, request
 from flask_restx import Resource
 from pydantic import BaseModel, Field, TypeAdapter, field_validator
+from sqlalchemy import select
+from werkzeug.exceptions import NotFound
 
 from controllers.common.errors import NoFileUploadedError, TooManyFilesError
 from controllers.common.schema import query_params_from_model, register_response_schema_models, register_schema_models
@@ -26,11 +28,14 @@ from fields.annotation_fields import (
     AnnotationExportList,
     AnnotationHitHistory,
     AnnotationHitHistoryList,
+    AnnotationJobStatusDetailResponse,
+    AnnotationJobStatusResponse,
     AnnotationList,
 )
 from fields.base import ResponseModel
-from libs.helper import uuid_value
-from libs.login import login_required
+from libs.helper import dump_response, uuid_value
+from libs.login import current_account_with_tenant, login_required
+from models.model import App
 from services.annotation_service import (
     AppAnnotationService,
     EnableAnnotationArgs,
@@ -38,6 +43,17 @@ from services.annotation_service import (
     UpdateAnnotationSettingArgs,
     UpsertAnnotationArgs,
 )
+from services.app_ref_service import AppRef, AppRefService
+
+
+def _get_app_ref(app_id: str) -> AppRef:
+    _, current_tenant_id = current_account_with_tenant()
+    app = db.session.scalar(
+        select(App).where(App.id == app_id, App.tenant_id == current_tenant_id, App.status == "normal").limit(1)
+    )
+    if app is None:
+        raise NotFound("App not found")
+    return AppRefService.create_app_ref(app)
 
 
 class AnnotationReplyPayload(BaseModel):
@@ -99,23 +115,23 @@ class AnnotationFilePayload(BaseModel):
         return uuid_value(value)
 
 
-class AnnotationJobStatusResponse(ResponseModel):
-    job_id: str | None = None
-    job_status: str | None = None
-    error_msg: str | None = None
-    record_count: int | None = None
-
-
-class AnnotationEmbeddingModelResponse(ResponseModel):
+class AnnotationSettingEmbeddingModelResponse(ResponseModel):
     embedding_provider_name: str | None = None
     embedding_model_name: str | None = None
 
 
 class AnnotationSettingResponse(ResponseModel):
-    id: str | None = None
     enabled: bool
+    id: str | None = None
     score_threshold: float | None = None
-    embedding_model: AnnotationEmbeddingModelResponse | None = None
+    embedding_model: AnnotationSettingEmbeddingModelResponse | None = None
+
+
+class AnnotationBatchImportResponse(ResponseModel):
+    job_id: str | None = None
+    job_status: str | None = None
+    record_count: int | None = None
+    error_msg: str | None = None
 
 
 register_schema_models(
@@ -142,7 +158,10 @@ register_response_schema_models(
     AnnotationHitHistory,
     AnnotationHitHistoryList,
     AnnotationJobStatusResponse,
+    AnnotationJobStatusDetailResponse,
+    AnnotationSettingEmbeddingModelResponse,
     AnnotationSettingResponse,
+    AnnotationBatchImportResponse,
 )
 
 
@@ -172,7 +191,7 @@ class AnnotationReplyActionApi(Resource):
                 result = AppAnnotationService.enable_app_annotation(enable_args, str(app_id))
             case "disable":
                 result = AppAnnotationService.disable_app_annotation(str(app_id))
-        return result, 200
+        return dump_response(AnnotationJobStatusResponse, result), 200
 
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-setting")
@@ -193,7 +212,7 @@ class AppAnnotationSettingDetailApi(Resource):
     @rbac_permission_required(RBACResourceScope.APP, RBACPermission.APP_VIEW_LAYOUT)
     def get(self, app_id: UUID):
         result = AppAnnotationService.get_app_annotation_setting_by_app_id(str(app_id))
-        return result, 200
+        return dump_response(AnnotationSettingResponse, result), 200
 
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-settings/<uuid:annotation_setting_id>")
@@ -218,7 +237,7 @@ class AppAnnotationSettingUpdateApi(Resource):
         result = AppAnnotationService.update_app_annotation_setting(
             str(app_id), annotation_setting_id_str, setting_args
         )
-        return result, 200
+        return dump_response(AnnotationSettingResponse, result), 200
 
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-reply/<string:action>/status/<uuid:job_id>")
@@ -227,9 +246,7 @@ class AnnotationReplyActionStatusApi(Resource):
     @console_ns.doc(description="Get status of annotation reply action job")
     @console_ns.doc(params={"app_id": "Application ID", "job_id": "Job ID", "action": "Action type"})
     @console_ns.response(
-        200,
-        "Job status retrieved successfully",
-        console_ns.models[AnnotationJobStatusResponse.__name__],
+        200, "Job status retrieved successfully", console_ns.models[AnnotationJobStatusDetailResponse.__name__]
     )
     @console_ns.response(403, "Insufficient permissions")
     @setup_required
@@ -251,7 +268,9 @@ class AnnotationReplyActionStatusApi(Resource):
             app_annotation_error_key = f"{action}_app_annotation_error_{job_id_str}"
             error_msg = redis_client.get(app_annotation_error_key).decode()
 
-        return {"job_id": job_id_str, "job_status": job_status, "error_msg": error_msg}, 200
+        return AnnotationJobStatusDetailResponse(
+            job_id=job_id_str, job_status=job_status, error_msg=error_msg
+        ).model_dump(mode="json"), 200
 
 
 @console_ns.route("/apps/<uuid:app_id>/annotations")
@@ -275,14 +294,9 @@ class AnnotationApi(Resource):
 
         annotation_list, total = AppAnnotationService.get_annotation_list_by_app_id(str(app_id), page, limit, keyword)
         annotation_models = TypeAdapter(list[Annotation]).validate_python(annotation_list, from_attributes=True)
-        response = AnnotationList(
-            data=annotation_models,
-            has_more=len(annotation_list) == limit,
-            limit=limit,
-            total=total,
-            page=page,
-        )
-        return response.model_dump(mode="json"), 200
+        return AnnotationList(
+            data=annotation_models, has_more=len(annotation_list) == limit, limit=limit, total=total, page=page
+        ).model_dump(mode="json"), 200
 
     @console_ns.doc("create_annotation")
     @console_ns.doc(description="Create a new annotation for an app")
@@ -308,7 +322,7 @@ class AnnotationApi(Resource):
         if args.question is not None:
             upsert_args["question"] = args.question
         annotation = AppAnnotationService.up_insert_app_annotation_from_message(upsert_args, str(app_id))
-        return Annotation.model_validate(annotation, from_attributes=True).model_dump(mode="json")
+        return dump_response(Annotation, annotation), 201
 
     @setup_required
     @login_required
@@ -330,7 +344,8 @@ class AnnotationApi(Resource):
                     "message": "annotation_ids are required if the parameter is provided.",
                 }, 400
 
-            AppAnnotationService.delete_app_annotations_in_batch(str(app_id), annotation_ids)
+            app_ref = _get_app_ref(str(app_id))
+            AppAnnotationService.delete_app_annotations_in_batch(app_ref, annotation_ids)
             return "", 204
         # If no annotation_ids are provided, handle clearing all annotations
         else:
@@ -357,14 +372,14 @@ class AnnotationExportApi(Resource):
     def get(self, app_id: UUID):
         annotation_list = AppAnnotationService.export_annotation_list_by_app_id(str(app_id))
         annotation_models = TypeAdapter(list[Annotation]).validate_python(annotation_list, from_attributes=True)
-        response_data = AnnotationExportList(data=annotation_models).model_dump(mode="json")
-
-        # Create response with secure headers for CSV export
-        response = make_response(response_data, 200)
-        response.headers["Content-Type"] = "application/json; charset=utf-8"
-        response.headers["X-Content-Type-Options"] = "nosniff"
-
-        return response
+        return (
+            AnnotationExportList(data=annotation_models).model_dump(mode="json"),
+            200,
+            {
+                "Content-Type": "application/json; charset=utf-8",
+                "X-Content-Type-Options": "nosniff",
+            },
+        )
 
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/<uuid:annotation_id>")
@@ -389,9 +404,9 @@ class AnnotationUpdateDeleteApi(Resource):
             update_args["answer"] = args.answer
         if args.question is not None:
             update_args["question"] = args.question
-        annotation = AppAnnotationService.update_app_annotation_directly(
-            update_args, str(app_id), str(annotation_id), db.session
-        )
+        app_ref = _get_app_ref(str(app_id))
+        annotation_ref = AppRefService.create_annotation_ref(app_ref, str(annotation_id))
+        annotation = AppAnnotationService.update_app_annotation_directly(update_args, annotation_ref, db.session)
         return Annotation.model_validate(annotation, from_attributes=True).model_dump(mode="json")
 
     @setup_required
@@ -401,7 +416,9 @@ class AnnotationUpdateDeleteApi(Resource):
     @rbac_permission_required(RBACResourceScope.APP, RBACPermission.APP_EDIT)
     @console_ns.response(204, "Annotation deleted successfully")
     def delete(self, app_id: UUID, annotation_id: UUID):
-        AppAnnotationService.delete_app_annotation(str(app_id), str(annotation_id), db.session)
+        app_ref = _get_app_ref(str(app_id))
+        annotation_ref = AppRefService.create_annotation_ref(app_ref, str(annotation_id))
+        AppAnnotationService.delete_app_annotation(annotation_ref, db.session)
         return "", 204
 
 
@@ -411,9 +428,7 @@ class AnnotationBatchImportApi(Resource):
     @console_ns.doc(description="Batch import annotations from CSV file with rate limiting and security checks")
     @console_ns.doc(params={"app_id": "Application ID"})
     @console_ns.response(
-        200,
-        "Batch import started successfully",
-        console_ns.models[AnnotationJobStatusResponse.__name__],
+        200, "Batch import started successfully", console_ns.models[AnnotationBatchImportResponse.__name__]
     )
     @console_ns.response(403, "Insufficient permissions")
     @console_ns.response(400, "No file uploaded or too many files")
@@ -460,7 +475,10 @@ class AnnotationBatchImportApi(Resource):
         if file_size == 0:
             raise ValueError("The uploaded file is empty")
 
-        return AppAnnotationService.batch_import_app_annotations(str(app_id), file)
+        return dump_response(
+            AnnotationBatchImportResponse,
+            AppAnnotationService.batch_import_app_annotations(str(app_id), file),
+        )
 
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/batch-import-status/<uuid:job_id>")
@@ -469,9 +487,7 @@ class AnnotationBatchImportStatusApi(Resource):
     @console_ns.doc(description="Get status of batch import job")
     @console_ns.doc(params={"app_id": "Application ID", "job_id": "Job ID"})
     @console_ns.response(
-        200,
-        "Job status retrieved successfully",
-        console_ns.models[AnnotationJobStatusResponse.__name__],
+        200, "Job status retrieved successfully", console_ns.models[AnnotationJobStatusDetailResponse.__name__]
     )
     @console_ns.response(403, "Insufficient permissions")
     @setup_required
@@ -491,7 +507,9 @@ class AnnotationBatchImportStatusApi(Resource):
             indexing_error_msg_key = f"app_annotation_batch_import_error_msg_{str(job_id)}"
             error_msg = redis_client.get(indexing_error_msg_key).decode()
 
-        return {"job_id": job_id, "job_status": job_status, "error_msg": error_msg}, 200
+        return AnnotationJobStatusDetailResponse(
+            job_id=str(job_id), job_status=job_status, error_msg=error_msg
+        ).model_dump(mode="json"), 200
 
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/<uuid:annotation_id>/hit-histories")
@@ -514,17 +532,16 @@ class AnnotationHitHistoryListApi(Resource):
     def get(self, app_id: UUID, annotation_id: UUID):
         page = request.args.get("page", default=1, type=int)
         limit = request.args.get("limit", default=20, type=int)
+        app_ref = _get_app_ref(str(app_id))
+        annotation_ref = AppRefService.create_annotation_ref(app_ref, str(annotation_id))
         annotation_hit_history_list, total = AppAnnotationService.get_annotation_hit_histories(
-            str(app_id), str(annotation_id), page, limit
+            annotation_ref,
+            page,
+            limit,
         )
         history_models = TypeAdapter(list[AnnotationHitHistory]).validate_python(
             annotation_hit_history_list, from_attributes=True
         )
-        response = AnnotationHitHistoryList(
-            data=history_models,
-            has_more=len(annotation_hit_history_list) == limit,
-            limit=limit,
-            total=total,
-            page=page,
-        )
-        return response.model_dump(mode="json")
+        return AnnotationHitHistoryList(
+            data=history_models, has_more=len(annotation_hit_history_list) == limit, limit=limit, total=total, page=page
+        ).model_dump(mode="json")

api/controllers/console/app/app.py

@@ -1,5 +1,4 @@
 import logging
-import re
 import uuid
 from collections.abc import Sequence
 from datetime import datetime
@@ -10,7 +9,6 @@ from flask_restx import Resource
 from pydantic import AliasChoices, BaseModel, Field, computed_field, field_validator
 from sqlalchemy import select
 from sqlalchemy.orm import Session
-from werkzeug.datastructures import MultiDict
 from werkzeug.exceptions import BadRequest, NotFound
 
 from configs import dify_config
@@ -19,6 +17,7 @@ from controllers.common.fields import RedirectUrlResponse, SimpleResultResponse
 from controllers.common.helpers import FileInfo
 from controllers.common.schema import (
     query_params_from_model,
+    query_params_from_request,
     register_enum_models,
     register_response_schema_models,
     register_schema_models,
@@ -75,10 +74,9 @@ ALLOW_CREATE_APP_MODES = ["chat", "agent-chat", "advanced-chat", "workflow", "co
 register_enum_models(console_ns, IconType)
 
 _logger = logging.getLogger(__name__)
-_TAG_IDS_BRACKET_PATTERN = re.compile(r"^tag_ids\[(\d+)\]$")
-_CREATOR_IDS_BRACKET_PATTERN = re.compile(r"^creator_ids\[(\d+)\]$")
 AppListMode = Literal["completion", "chat", "advanced-chat", "workflow", "agent-chat", "agent", "channel", "all"]
 DEFAULT_APP_LIST_MODE: AppListMode = "all"
+APP_LIST_QUERY_ARRAY_FIELDS = ("tag_ids", "creator_ids")
 
 
 class AppListBaseQuery(BaseModel):
@@ -139,34 +137,6 @@ class StarredAppListQuery(AppListBaseQuery):
     pass
 
 
-def _normalize_app_list_query_args(query_args: MultiDict[str, str]) -> dict[str, str | list[str]]:
-    normalized: dict[str, str | list[str]] = {}
-    indexed_tag_ids: list[tuple[int, str]] = []
-    indexed_creator_ids: list[tuple[int, str]] = []
-
-    for key in query_args:
-        match = _TAG_IDS_BRACKET_PATTERN.fullmatch(key)
-        if match:
-            indexed_tag_ids.extend((int(match.group(1)), value) for value in query_args.getlist(key))
-            continue
-
-        match = _CREATOR_IDS_BRACKET_PATTERN.fullmatch(key)
-        if match:
-            indexed_creator_ids.extend((int(match.group(1)), value) for value in query_args.getlist(key))
-            continue
-
-        value = query_args.get(key)
-        if value is not None:
-            normalized[key] = value
-
-    if indexed_tag_ids:
-        normalized["tag_ids"] = [value for _, value in sorted(indexed_tag_ids)]
-    if indexed_creator_ids:
-        normalized["creator_ids"] = [value for _, value in sorted(indexed_creator_ids)]
-
-    return normalized
-
-
 class CreateAppPayload(BaseModel):
     name: str = Field(..., min_length=1, description="App name")
     description: str | None = Field(default=None, description="App description (max 400 chars)", max_length=400)
@@ -230,13 +200,10 @@ class AppTracePayload(BaseModel):
 
 
 class AppTraceResponse(ResponseModel):
-    enabled: bool
+    enabled: bool = False
     tracing_provider: str | None = None
 
 
-type JSONValue = Any
-
-
 class Tag(ResponseModel):
     id: str
     name: str
@@ -257,7 +224,7 @@ class WorkflowPartial(ResponseModel):
 
 
 class ModelConfigPartial(ResponseModel):
-    model: JSONValue | None = Field(default=None, validation_alias=AliasChoices("model_dict", "model"))
+    model: Any | None = Field(default=None, validation_alias=AliasChoices("model_dict", "model"))
     pre_prompt: str | None = None
     created_by: str | None = None
     created_at: int | None = None
@@ -272,54 +239,52 @@ class ModelConfigPartial(ResponseModel):
 
 class ModelConfig(ResponseModel):
     opening_statement: str | None = None
-    suggested_questions: JSONValue | None = Field(
+    suggested_questions: Any | None = Field(
         default=None, validation_alias=AliasChoices("suggested_questions_list", "suggested_questions")
     )
-    suggested_questions_after_answer: JSONValue | None = Field(
+    suggested_questions_after_answer: Any | None = Field(
         default=None,
         validation_alias=AliasChoices("suggested_questions_after_answer_dict", "suggested_questions_after_answer"),
     )
-    speech_to_text: JSONValue | None = Field(
+    speech_to_text: Any | None = Field(
         default=None, validation_alias=AliasChoices("speech_to_text_dict", "speech_to_text")
     )
-    text_to_speech: JSONValue | None = Field(
+    text_to_speech: Any | None = Field(
         default=None, validation_alias=AliasChoices("text_to_speech_dict", "text_to_speech")
     )
-    retriever_resource: JSONValue | None = Field(
+    retriever_resource: Any | None = Field(
         default=None, validation_alias=AliasChoices("retriever_resource_dict", "retriever_resource")
     )
-    annotation_reply: JSONValue | None = Field(
+    annotation_reply: Any | None = Field(
         default=None, validation_alias=AliasChoices("annotation_reply_dict", "annotation_reply")
     )
-    more_like_this: JSONValue | None = Field(
+    more_like_this: Any | None = Field(
         default=None, validation_alias=AliasChoices("more_like_this_dict", "more_like_this")
     )
-    sensitive_word_avoidance: JSONValue | None = Field(
+    sensitive_word_avoidance: Any | None = Field(
         default=None, validation_alias=AliasChoices("sensitive_word_avoidance_dict", "sensitive_word_avoidance")
     )
-    external_data_tools: JSONValue | None = Field(
+    external_data_tools: Any | None = Field(
         default=None, validation_alias=AliasChoices("external_data_tools_list", "external_data_tools")
     )
-    model: JSONValue | None = Field(default=None, validation_alias=AliasChoices("model_dict", "model"))
-    user_input_form: JSONValue | None = Field(
+    model: Any | None = Field(default=None, validation_alias=AliasChoices("model_dict", "model"))
+    user_input_form: Any | None = Field(
         default=None, validation_alias=AliasChoices("user_input_form_list", "user_input_form")
     )
     dataset_query_variable: str | None = None
     pre_prompt: str | None = None
-    agent_mode: JSONValue | None = Field(default=None, validation_alias=AliasChoices("agent_mode_dict", "agent_mode"))
+    agent_mode: Any | None = Field(default=None, validation_alias=AliasChoices("agent_mode_dict", "agent_mode"))
     prompt_type: str | None = None
-    chat_prompt_config: JSONValue | None = Field(
+    chat_prompt_config: Any | None = Field(
         default=None, validation_alias=AliasChoices("chat_prompt_config_dict", "chat_prompt_config")
     )
-    completion_prompt_config: JSONValue | None = Field(
+    completion_prompt_config: Any | None = Field(
         default=None, validation_alias=AliasChoices("completion_prompt_config_dict", "completion_prompt_config")
     )
-    dataset_configs: JSONValue | None = Field(
+    dataset_configs: Any | None = Field(
         default=None, validation_alias=AliasChoices("dataset_configs_dict", "dataset_configs")
     )
-    file_upload: JSONValue | None = Field(
-        default=None, validation_alias=AliasChoices("file_upload_dict", "file_upload")
-    )
+    file_upload: Any | None = Field(default=None, validation_alias=AliasChoices("file_upload_dict", "file_upload"))
     created_by: str | None = None
     created_at: int | None = None
     updated_by: str | None = None
@@ -331,7 +296,7 @@ class ModelConfig(ResponseModel):
         return to_timestamp(value)
 
 
-class Site(ResponseModel):
+class AppDetailSiteResponse(ResponseModel):
     access_token: str | None = Field(default=None, validation_alias="code")
     code: str | None = None
     title: str | None = None
@@ -345,6 +310,7 @@ class Site(ResponseModel):
     customize_domain: str | None = None
     copyright: str | None = None
     privacy_policy: str | None = None
+    input_placeholder: str | None = None
     custom_disclaimer: str | None = None
     customize_token_strategy: str | None = None
     prompt_public: bool | None = None
@@ -439,7 +405,7 @@ class AppDetail(ResponseModel):
         alias="model_config",
     )
     workflow: WorkflowPartial | None = None
-    tracing: JSONValue | None = None
+    tracing: Any | None = None
     use_icon_as_answer_icon: bool | None = None
     created_by: str | None = None
     created_at: int | None = None
@@ -461,7 +427,7 @@ class AppDetailWithSite(AppDetail):
     api_base_url: str | None = None
     max_active_requests: int | None = None
     deleted_tools: list[DeletedTool] = Field(default_factory=list)
-    site: Site | None = None
+    site: AppDetailSiteResponse | None = None
     # For Agent App type: the roster Agent backing this app (None otherwise).
     bound_agent_id: str | None = None
     # For Agent App responses exposed through /agent.
@@ -485,6 +451,16 @@ class AppExportResponse(ResponseModel):
     data: str
 
 
+class AppImportResponse(ResponseModel):
+    id: str
+    status: ImportStatus
+    app_id: str | None = None
+    app_mode: str | None = None
+    current_dsl_version: str
+    imported_dsl_version: str = ""
+    error: str = ""
+
+
 def _enrich_app_list_items(session: Session, *, apps: Sequence[App], tenant_id: str) -> None:
     if FeatureService.get_system_features().webapp_auth.enabled:
         app_ids = [str(app.id) for app in apps]
@@ -527,7 +503,9 @@ def _enrich_app_list_items(session: Session, *, apps: Sequence[App], tenant_id:
 
 
 register_enum_models(console_ns, RetrievalMethod, WorkflowExecutionStatus, DatasetPermissionEnum)
-register_response_schema_models(console_ns, AppTraceResponse, RedirectUrlResponse, SimpleResultResponse)
+register_response_schema_models(
+    console_ns, RedirectUrlResponse, SimpleResultResponse, AppImportResponse, AppTraceResponse
+)
 
 register_schema_models(
     console_ns,
@@ -546,7 +524,7 @@ register_schema_models(
     WorkflowPartial,
     ModelConfigPartial,
     ModelConfig,
-    Site,
+    AppDetailSiteResponse,
     DeletedTool,
     AppDetail,
     AppExportResponse,
@@ -591,7 +569,7 @@ class AppListApi(Resource):
     @with_current_tenant_id
     def get(self, current_tenant_id: str, current_user_id: str, session: Session):
         """Get app list"""
-        args = AppListQuery.model_validate(_normalize_app_list_query_args(request.args))
+        args = query_params_from_request(AppListQuery, list_fields=APP_LIST_QUERY_ARRAY_FIELDS)
         params = AppListParams(
             page=args.page,
             limit=args.limit,
@@ -619,8 +597,8 @@ class AppListApi(Resource):
         app_service = AppService()
         app_pagination = app_service.get_paginate_apps(current_user_id, current_tenant_id, params, db.session)
         if not app_pagination:
-            empty = AppPagination(page=args.page, limit=args.limit, total=0, has_more=False, data=[])
-            return empty.model_dump(mode="json"), 200
+            response = AppPagination(page=args.page, limit=args.limit, total=0, has_more=False, data=[])
+            return response.model_dump(mode="json"), 200
 
         app_ids = [str(app.id) for app in app_pagination.items]
         permission_keys_map = permissions.app.permission_keys_by_resource_ids(app_ids)
@@ -691,7 +669,7 @@ class StarredAppListApi(Resource):
     @with_current_user_id
     @with_current_tenant_id
     def get(self, current_tenant_id: str, current_user_id: str, session: Session):
-        args = StarredAppListQuery.model_validate(_normalize_app_list_query_args(request.args))
+        args = query_params_from_request(StarredAppListQuery, list_fields=APP_LIST_QUERY_ARRAY_FIELDS)
         params = StarredAppListParams(
             page=args.page,
             limit=args.limit,
@@ -709,9 +687,7 @@ class StarredAppListApi(Resource):
             return empty.model_dump(mode="json"), 200
 
         _enrich_app_list_items(session, apps=app_pagination.items, tenant_id=current_tenant_id)
-
-        pagination_model = AppPagination.model_validate(app_pagination, from_attributes=True)
-        return pagination_model.model_dump(mode="json"), 200
+        return AppPagination.model_validate(app_pagination, from_attributes=True).model_dump(mode="json"), 200
 
 
 @console_ns.route("/apps/<uuid:app_id>/star")
@@ -730,7 +706,7 @@ class AppStarApi(Resource):
     @get_app_model(mode=None)
     def post(self, session: Session, current_user_id: str, app_model: App):
         AppService.star_app(session, app=app_model, account_id=current_user_id)
-        return dump_response(SimpleResultResponse, {"result": "success"})
+        return SimpleResultResponse(result="success").model_dump(mode="json")
 
     @console_ns.doc("unstar_app")
     @console_ns.doc(description="Remove the current account's star from an application")
@@ -746,7 +722,7 @@ class AppStarApi(Resource):
     @get_app_model(mode=None)
     def delete(self, session: Session, current_user_id: str, app_model: App):
         AppService.unstar_app(session, app=app_model, account_id=current_user_id)
-        return dump_response(SimpleResultResponse, {"result": "success"})
+        return SimpleResultResponse(result="success").model_dump(mode="json")
 
 
 @console_ns.route("/apps/<uuid:app_id>")
@@ -814,8 +790,7 @@ class AppApi(Resource):
             "max_active_requests": args.max_active_requests or 0,
         }
         app_model = app_service.update_app(app_model, args_dict)
-        response_model = AppDetailWithSite.model_validate(app_model, from_attributes=True)
-        return response_model.model_dump(mode="json")
+        return dump_response(AppDetailWithSite, app_model)
 
     @console_ns.doc("delete_app")
     @console_ns.doc(description="Delete application")
@@ -843,6 +818,7 @@ class AppCopyApi(Resource):
     @console_ns.doc(params={"app_id": "Application ID to copy"})
     @console_ns.expect(console_ns.models[CopyAppPayload.__name__])
     @console_ns.response(201, "App copied successfully", console_ns.models[AppDetailWithSite.__name__])
+    @console_ns.response(202, "App copy requires confirmation", console_ns.models[AppImportResponse.__name__])
     @console_ns.response(403, "Insufficient permissions")
     @setup_required
     @login_required
@@ -872,10 +848,10 @@ class AppCopyApi(Resource):
             )
             if result.status == ImportStatus.FAILED:
                 session.rollback()
-                return result.model_dump(mode="json"), 400
+                return dump_response(AppImportResponse, result), 400
             if result.status == ImportStatus.PENDING:
                 session.rollback()
-                return result.model_dump(mode="json"), 202
+                return dump_response(AppImportResponse, result), 202
             session.commit()
 
             # Inherit web app permission from original app
@@ -926,14 +902,14 @@ class AppExportApi(Resource):
         """Export app"""
         args = AppExportQuery.model_validate(request.args.to_dict(flat=True))
 
-        payload = AppExportResponse(
+        response = AppExportResponse(
             data=AppDslService.export_dsl(
                 app_model=app_model,
                 include_secret=args.include_secret,
                 workflow_id=args.workflow_id,
             )
         )
-        return payload.model_dump(mode="json")
+        return response.model_dump(mode="json")
 
 
 @console_ns.route("/apps/<uuid:app_id>/publish-to-creators-platform")
@@ -959,7 +935,7 @@ class AppPublishToCreatorsPlatformApi(Resource):
         claim_code = upload_dsl(dsl_bytes)
         redirect_url = get_redirect_url(current_user_id, claim_code)
 
-        return {"redirect_url": redirect_url}
+        return RedirectUrlResponse(redirect_url=redirect_url).model_dump(mode="json")
 
 
 @console_ns.route("/apps/<uuid:app_id>/name")
@@ -980,8 +956,7 @@ class AppNameApi(Resource):
 
         app_service = AppService()
         app_model = app_service.update_app_name(app_model, args.name)
-        response_model = AppDetail.model_validate(app_model, from_attributes=True)
-        return response_model.model_dump(mode="json")
+        return dump_response(AppDetail, app_model)
 
 
 @console_ns.route("/apps/<uuid:app_id>/icon")
@@ -1008,8 +983,7 @@ class AppIconApi(Resource):
             args.icon_background or "",
             args.icon_type,
         )
-        response_model = AppDetail.model_validate(app_model, from_attributes=True)
-        return response_model.model_dump(mode="json")
+        return dump_response(AppDetail, app_model)
 
 
 @console_ns.route("/apps/<uuid:app_id>/site-enable")
@@ -1031,8 +1005,7 @@ class AppSiteStatus(Resource):
 
         app_service = AppService()
         app_model = app_service.update_app_site_status(app_model, args.enable_site)
-        response_model = AppDetail.model_validate(app_model, from_attributes=True)
-        return response_model.model_dump(mode="json")
+        return dump_response(AppDetail, app_model)
 
 
 @console_ns.route("/apps/<uuid:app_id>/api-enable")
@@ -1054,8 +1027,7 @@ class AppApiStatus(Resource):
 
         app_service = AppService()
         app_model = app_service.update_app_api_status(app_model, args.enable_api)
-        response_model = AppDetail.model_validate(app_model, from_attributes=True)
-        return response_model.model_dump(mode="json")
+        return dump_response(AppDetail, app_model)
 
 
 @console_ns.route("/apps/<uuid:app_id>/trace")
@@ -1078,7 +1050,7 @@ class AppTraceApi(Resource):
         """Get app trace"""
         app_trace_config = OpsTraceManager.get_app_tracing_config(app_model.id, session)
 
-        return app_trace_config
+        return dump_response(AppTraceResponse, app_trace_config)
 
     @console_ns.doc("update_app_trace")
     @console_ns.doc(description="Update app tracing configuration")
@@ -1106,4 +1078,4 @@ class AppTraceApi(Resource):
             tracing_provider=args.tracing_provider,
         )
 
-        return {"result": "success"}
+        return SimpleResultResponse(result="success").model_dump(mode="json")

api/controllers/console/app/audio.py

@@ -1,5 +1,4 @@
 import logging
-from typing import Any
 
 from flask import request
 from flask_restx import Resource
@@ -7,7 +6,6 @@ from pydantic import BaseModel, Field, RootModel
 from werkzeug.exceptions import InternalServerError
 
 import services
-from controllers.common.fields import AudioBinaryResponse
 from controllers.common.schema import query_params_from_model, register_response_schema_models, register_schema_models
 from controllers.console import console_ns
 from controllers.console.app.error import (
@@ -31,9 +29,12 @@ from controllers.console.wraps import (
 )
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from extensions.ext_database import db
+from fields.base import ResponseModel
 from graphon.model_runtime.errors.invoke import InvokeError
-from libs.login import login_required
+from libs.helper import dump_response
+from libs.login import current_user, login_required
 from models import App, AppMode
+from services.app_ref_service import AppRefService
 from services.audio_service import AudioService
 from services.errors.audio import (
     AudioTooLargeServiceError,
@@ -56,16 +57,27 @@ class TextToSpeechVoiceQuery(BaseModel):
     language: str = Field(..., description="Language code")
 
 
-class AudioTranscriptResponse(BaseModel):
+class AudioTranscriptResponse(ResponseModel):
     text: str = Field(description="Transcribed text from audio")
 
 
-class TextToSpeechVoiceListResponse(RootModel[list[dict[str, Any]]]):
-    root: list[dict[str, Any]]
+class TextToSpeechVoiceResponse(ResponseModel):
+    # see api/core/plugin/impl/model.py
+    name: str = Field(description="Voice display name")
+    value: str = Field(description="Voice identifier")
 
 
-register_schema_models(console_ns, AudioTranscriptResponse, TextToSpeechPayload, TextToSpeechVoiceQuery)
-register_response_schema_models(console_ns, AudioBinaryResponse, TextToSpeechVoiceListResponse)
+class TextToSpeechVoiceListResponse(RootModel[list[TextToSpeechVoiceResponse]]):
+    root: list[TextToSpeechVoiceResponse] = Field(description="Available voices")
+
+
+register_schema_models(console_ns, TextToSpeechPayload, TextToSpeechVoiceQuery)
+register_response_schema_models(
+    console_ns,
+    AudioTranscriptResponse,
+    TextToSpeechVoiceResponse,
+    TextToSpeechVoiceListResponse,
+)
 
 
 @console_ns.route("/apps/<uuid:app_id>/audio-to-text")
@@ -94,7 +106,7 @@ class ChatMessageAudioApi(Resource):
                 end_user=None,
             )
 
-            return response
+            return dump_response(AudioTranscriptResponse, response)
         except services.errors.app_model_config.AppModelConfigBrokenError:
             logger.exception("App model config broken.")
             raise AppUnavailableError()
@@ -127,11 +139,8 @@ class ChatMessageTextApi(Resource):
     @console_ns.doc(description="Convert text to speech for chat messages")
     @console_ns.doc(params={"app_id": "App ID"})
     @console_ns.expect(console_ns.models[TextToSpeechPayload.__name__])
-    @console_ns.response(
-        200,
-        "Text to speech conversion successful",
-        console_ns.models[AudioBinaryResponse.__name__],
-    )
+    # TTS returns provider audio bytes, so the success response is intentionally schema-less.
+    @console_ns.response(200, "Text to speech conversion successful")
     @console_ns.response(400, "Bad request - Invalid parameters")
     @setup_required
     @login_required
@@ -140,16 +149,24 @@ class ChatMessageTextApi(Resource):
     def post(self, app_model: App):
         try:
             payload = TextToSpeechPayload.model_validate(console_ns.payload)
+            message_ref = None
+            if payload.message_id:
+                app_ref = AppRefService.create_app_ref(app_model)
+                message_ref = AppRefService.create_message_ref(
+                    app_ref,
+                    payload.message_id,
+                    account_id=current_user.id,
+                )
 
-            response = AudioService.transcript_tts(
+            # response-contract:ignore
+            return AudioService.transcript_tts(
                 app_model=app_model,
                 session=db.session,
                 text=payload.text,
                 voice=payload.voice,
-                message_id=payload.message_id,
+                message_ref=message_ref,
                 is_draft=True,
             )
-            return response
         except services.errors.app_model_config.AppModelConfigBrokenError:
             logger.exception("App model config broken.")
             raise AppUnavailableError()
@@ -180,8 +197,7 @@ class ChatMessageTextApi(Resource):
 class TextModesApi(Resource):
     @console_ns.doc("get_text_to_speech_voices")
     @console_ns.doc(description="Get available TTS voices for a specific language")
-    @console_ns.doc(params={"app_id": "App ID"})
-    @console_ns.doc(params=query_params_from_model(TextToSpeechVoiceQuery))
+    @console_ns.doc(params={"app_id": "App ID", **query_params_from_model(TextToSpeechVoiceQuery)})
     @console_ns.response(
         200,
         "TTS voices retrieved successfully",
@@ -202,7 +218,7 @@ class TextModesApi(Resource):
                 language=args.language,
             )
 
-            return response
+            return dump_response(TextToSpeechVoiceListResponse, response)
         except services.errors.audio.ProviderNotSupportTextToSpeechLanageServiceError:
             raise AppUnavailableError("Text to audio voices language parameter loss.")
         except NoAudioUploadedServiceError:

api/controllers/console/app/completion.py

@@ -1,17 +1,20 @@
+import json
 import logging
-from typing import Any, Literal
+from collections.abc import Generator, Iterator, Mapping
+from typing import Any, Literal, Protocol, runtime_checkable
 from uuid import UUID
 
 from flask import request
 from flask_restx import Resource
 from pydantic import BaseModel, Field, field_validator
+from sqlalchemy.orm import Session
 from werkzeug.exceptions import BadRequest, InternalServerError, NotFound
 
 import services
-from controllers.common.fields import GeneratedAppResponse, SimpleResultResponse
+from controllers.common.fields import SimpleResultResponse
 from controllers.common.schema import register_response_schema_models, register_schema_models
 from controllers.console import console_ns
-from controllers.console.agent.app_helpers import resolve_agent_app_model
+from controllers.console.agent.app_helpers import resolve_agent_runtime_app_model
 from controllers.console.app.error import (
     AppUnavailableError,
     CompletionRequestError,
@@ -20,7 +23,7 @@ from controllers.console.app.error import (
     ProviderNotInitializeError,
     ProviderQuotaExceededError,
 )
-from controllers.console.app.wraps import get_app_model
+from controllers.console.app.wraps import get_app_model, with_session
 from controllers.console.wraps import (
     RBACPermission,
     RBACResourceScope,
@@ -34,6 +37,7 @@ from controllers.console.wraps import (
 )
 from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpError
 from core.app.entities.app_invoke_entities import InvokeFrom
+from core.app.features.rate_limiting.rate_limit import RateLimitGenerator
 from core.errors.error import (
     ModelCurrentlyNotSupportError,
     ProviderTokenNotInitError,
@@ -56,6 +60,11 @@ from services.errors.llm import InvokeRateLimitError
 logger = logging.getLogger(__name__)
 
 
+@runtime_checkable
+class _ClosableStream(Protocol):
+    def close(self) -> None: ...
+
+
 def _resolve_debugger_chat_streaming(
     *, app_mode: AppMode, response_mode: str, response_mode_provided: bool = True
 ) -> bool:
@@ -93,6 +102,10 @@ class ChatMessagePayload(BaseMessagePayload):
     query: str = Field(..., description="User query")
     conversation_id: str | None = Field(default=None, description="Conversation ID")
     parent_message_id: str | None = Field(default=None, description="Parent message ID")
+    draft_type: Literal["draft", "debug_build"] = Field(
+        default="draft",
+        description="Agent App debug config source. Use debug_build while the Agent is in build mode.",
+    )
 
     @field_validator("conversation_id", "parent_message_id")
     @classmethod
@@ -102,8 +115,31 @@ class ChatMessagePayload(BaseMessagePayload):
         return uuid_value(value)
 
 
+_BUILD_CHAT_FINALIZATION_QUERY = """Finalize this Build chat configuration for the agent.
+
+This step is only for persisting Agent config changes discovered in the current Build chat. Do not install packages,
+edit workspace files, run validation or debugging commands, make exploratory checks, or perform other work.
+
+Use only the current Build chat message history to identify changes that need to be persisted. Do not inspect, test, or
+validate old config unless the message history already shows that the old config is invalid.
+
+Only update the build-draft config note when the current Build chat contains durable context that later runs need.
+Do not create, update, delete, inspect, or fill gaps in other Agent config resources, including config files, config
+skills, config env, tools, models, knowledge, or prompt settings.
+
+When updating the config note with the Agent config CLI usage provided in the runtime prompt, record only durable
+context needed by later runs, such as:
+
+- what you installed or configured outside the workspace for this agent,
+- where those external updates live, including CLI tools, packages, and persistent $HOME paths,
+- how the agent should use it in later runs,
+- any setup, authentication, or user action still required.
+
+After config persistence completes, respond FINISHED."""
+
+
 register_schema_models(console_ns, CompletionMessagePayload, ChatMessagePayload)
-register_response_schema_models(console_ns, GeneratedAppResponse, SimpleResultResponse)
+register_response_schema_models(console_ns, SimpleResultResponse)
 
 
 # define completion message api for user
@@ -113,7 +149,7 @@ class CompletionMessageApi(Resource):
     @console_ns.doc(description="Generate completion message for debugging")
     @console_ns.doc(params={"app_id": "Application ID"})
     @console_ns.expect(console_ns.models[CompletionMessagePayload.__name__])
-    @console_ns.response(200, "Completion generated successfully", console_ns.models[GeneratedAppResponse.__name__])
+    @console_ns.response(200, "Completion generated successfully")
     @console_ns.response(400, "Invalid request parameters")
     @console_ns.response(404, "App not found")
     @setup_required
@@ -122,7 +158,8 @@ class CompletionMessageApi(Resource):
     @with_current_user
     @rbac_permission_required(RBACResourceScope.APP, RBACPermission.APP_TEST_AND_RUN)
     @get_app_model(mode=AppMode.COMPLETION)
-    def post(self, current_user: Account, app_model: App):
+    @with_session
+    def post(self, session: Session, current_user: Account, app_model: App):
         args_model = CompletionMessagePayload.model_validate(console_ns.payload)
         args = args_model.model_dump(exclude_none=True, by_alias=True)
 
@@ -131,9 +168,15 @@ class CompletionMessageApi(Resource):
 
         try:
             response = AppGenerateService.generate(
-                app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.DEBUGGER, streaming=streaming
+                session=session,
+                app_model=app_model,
+                user=current_user,
+                args=args,
+                invoke_from=InvokeFrom.DEBUGGER,
+                streaming=streaming,
             )
 
+            # response-contract:ignore compact_generate_response
             return helper.compact_generate_response(response)
         except services.errors.conversation.ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
@@ -177,7 +220,7 @@ class CompletionMessageStopApi(Resource):
             app_mode=AppMode.value_of(app_model.mode),
         )
 
-        return {"result": "success"}, 200
+        return SimpleResultResponse(result="success").model_dump(mode="json"), 200
 
 
 @console_ns.route("/apps/<uuid:app_id>/chat-messages")
@@ -186,7 +229,7 @@ class ChatMessageApi(Resource):
     @console_ns.doc(description="Generate chat message for debugging")
     @console_ns.doc(params={"app_id": "Application ID"})
     @console_ns.expect(console_ns.models[ChatMessagePayload.__name__])
-    @console_ns.response(200, "Chat message generated successfully", console_ns.models[GeneratedAppResponse.__name__])
+    @console_ns.response(200, "Chat message generated successfully")
     @console_ns.response(400, "Invalid request parameters")
     @console_ns.response(404, "App or conversation not found")
     @setup_required
@@ -197,8 +240,11 @@ class ChatMessageApi(Resource):
     @with_current_tenant_id
     @rbac_permission_required(RBACResourceScope.APP, RBACPermission.APP_TEST_AND_RUN)
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.AGENT])
-    def post(self, current_tenant_id: str, current_user: Account, app_model: App):
-        return _create_chat_message(current_tenant_id=current_tenant_id, current_user=current_user, app_model=app_model)
+    @with_session
+    def post(self, session: Session, current_tenant_id: str, current_user: Account, app_model: App):
+        return _create_chat_message(
+            session=session, current_tenant_id=current_tenant_id, current_user=current_user, app_model=app_model
+        )
 
 
 @console_ns.route("/agent/<uuid:agent_id>/chat-messages")
@@ -207,7 +253,7 @@ class AgentChatMessageApi(Resource):
     @console_ns.doc(description="Generate an Agent App chat message for debugging")
     @console_ns.doc(params={"agent_id": "Agent ID"})
     @console_ns.expect(console_ns.models[ChatMessagePayload.__name__])
-    @console_ns.response(200, "Chat message generated successfully", console_ns.models[GeneratedAppResponse.__name__])
+    @console_ns.response(200, "Chat message generated successfully")
     @console_ns.response(400, "Invalid request parameters")
     @console_ns.response(404, "Agent or conversation not found")
     @setup_required
@@ -217,9 +263,38 @@ class AgentChatMessageApi(Resource):
     @rbac_permission_required(RBACResourceScope.APP, RBACPermission.APP_TEST_AND_RUN)
     @with_current_user
     @with_current_tenant_id
-    def post(self, current_tenant_id: str, current_user: Account, agent_id: UUID):
-        app_model = resolve_agent_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
+    @with_session
+    def post(self, session: Session, current_tenant_id: str, current_user: Account, agent_id: UUID):
+        app_model = resolve_agent_runtime_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
         return _create_chat_message(
+            session=session,
+            current_tenant_id=current_tenant_id,
+            current_user=current_user,
+            app_model=app_model,
+            agent_id=str(agent_id),
+        )
+
+
+@console_ns.route("/agent/<uuid:agent_id>/build-chat/finalize")
+class AgentBuildChatFinalizeApi(Resource):
+    @console_ns.doc("finalize_agent_build_chat")
+    @console_ns.doc(description="Run a build-draft Agent App turn that asks the agent to push config updates")
+    @console_ns.doc(params={"agent_id": "Agent ID"})
+    @console_ns.response(200, "Success", console_ns.models[SimpleResultResponse.__name__])
+    @console_ns.response(400, "Invalid request parameters")
+    @console_ns.response(404, "Agent, build draft, or conversation not found")
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @edit_permission_required
+    @rbac_permission_required(RBACResourceScope.APP, RBACPermission.APP_TEST_AND_RUN)
+    @with_current_user
+    @with_current_tenant_id
+    @with_session
+    def post(self, session: Session, current_tenant_id: str, current_user: Account, agent_id: UUID):
+        app_model = resolve_agent_runtime_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
+        return _create_build_chat_finalization_message(
+            session=session,
             current_tenant_id=current_tenant_id,
             current_user=current_user,
             app_model=app_model,
@@ -254,7 +329,7 @@ class AgentChatMessageStopApi(Resource):
     @with_current_user_id
     @with_current_tenant_id
     def post(self, current_tenant_id: str, current_user_id: str, agent_id: UUID, task_id: str):
-        app_model = resolve_agent_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
         return _stop_chat_message(current_user_id=current_user_id, app_model=app_model, task_id=task_id)
 
 
@@ -280,7 +355,12 @@ def _resolve_current_user_agent_debug_conversation_id(
 
 
 def _create_chat_message(
-    *, current_user: Account, app_model: App, current_tenant_id: str | None = None, agent_id: str | None = None
+    *,
+    session: Session,
+    current_user: Account,
+    app_model: App,
+    current_tenant_id: str | None = None,
+    agent_id: str | None = None,
 ):
     raw_payload = console_ns.payload or {}
     args_model = ChatMessagePayload.model_validate(raw_payload)
@@ -310,12 +390,107 @@ def _create_chat_message(
     if external_trace_id:
         args["external_trace_id"] = external_trace_id
 
-    try:
-        response = AppGenerateService.generate(
-            app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.DEBUGGER, streaming=streaming
-        )
+    return _generate_chat_message_response(
+        session=session,
+        current_user=current_user,
+        app_model=app_model,
+        args=args,
+        streaming=streaming,
+    )
 
-        return helper.compact_generate_response(response)
+
+def _create_build_chat_finalization_message(
+    *, session: Session, current_user: Account, app_model: App, current_tenant_id: str, agent_id: str
+):
+    debug_conversation_id = _resolve_current_user_agent_debug_conversation_id(
+        current_tenant_id=current_tenant_id,
+        current_user=current_user,
+        app_model=app_model,
+        agent_id=agent_id,
+    )
+    args: dict[str, Any] = {
+        "query": _BUILD_CHAT_FINALIZATION_QUERY,
+        "inputs": {},
+        "response_mode": "streaming",
+        "draft_type": "debug_build",
+        "conversation_id": debug_conversation_id,
+        "auto_generate_name": False,
+    }
+    external_trace_id = get_external_trace_id(request)
+    if external_trace_id:
+        args["external_trace_id"] = external_trace_id
+
+    response = _generate_chat_message(
+        session=session,
+        current_user=current_user,
+        app_model=app_model,
+        args=args,
+        streaming=True,
+    )
+    _drain_streaming_generate_response(response)
+    return {"result": "success"}, 200
+
+
+def _drain_streaming_generate_response(response: RateLimitGenerator | Generator[str, None, None]) -> None:
+    """Consume a streamed app-generate response until a terminal message event arrives.
+
+    Finalize keeps the normal Agent App streaming path so the existing queue,
+    persistence, and runtime-session behavior stay intact. The console API only
+    changes the HTTP boundary: it drains the SSE stream server-side and returns
+    success after the generated build-chat message reaches ``message_end``.
+    """
+    try:
+        for chunk in response:
+            for raw_event in chunk.split("\n\n"):
+                if not raw_event.strip():
+                    continue
+
+                event_name: str | None = None
+                data_lines: list[str] = []
+                for line in raw_event.splitlines():
+                    if line.startswith("event: "):
+                        event_name = line.removeprefix("event: ").strip()
+                    elif line.startswith("data: "):
+                        data_lines.append(line.removeprefix("data: "))
+
+                if not data_lines:
+                    if event_name == "ping":
+                        continue
+                    continue
+
+                payload = json.loads("\n".join(data_lines))
+                if not isinstance(payload, dict):
+                    continue
+
+                payload_event = payload.get("event")
+                if payload_event == "message_end":
+                    return
+                if payload_event == "error":
+                    raise CompletionRequestError(str(payload.get("message") or "Build chat finalization failed."))
+    finally:
+        if isinstance(response, _ClosableStream):
+            response.close()
+
+    raise CompletionRequestError("Build chat finalization did not complete.")
+
+
+def _generate_chat_message(
+    *,
+    session: Session,
+    current_user: Account,
+    app_model: App,
+    args: dict[str, Any],
+    streaming: bool,
+):
+    try:
+        return AppGenerateService.generate(
+            session=session,
+            app_model=app_model,
+            user=current_user,
+            args=args,
+            invoke_from=InvokeFrom.DEBUGGER,
+            streaming=streaming,
+        )
     except services.errors.conversation.ConversationNotExistsError:
         raise NotFound("Conversation Not Exists.")
     except services.errors.conversation.ConversationCompletedError:
@@ -331,6 +506,8 @@ def _create_chat_message(
         raise ProviderModelCurrentlyNotSupportError()
     except InvokeRateLimitError as ex:
         raise InvokeRateLimitHttpError(ex.description)
+    except CompletionRequestError:
+        raise
     except InvokeError as e:
         raise CompletionRequestError(e.description)
     except ValueError as e:
@@ -340,6 +517,26 @@ def _create_chat_message(
         raise InternalServerError()
 
 
+def _generate_chat_message_response(
+    *,
+    session: Session,
+    current_user: Account,
+    app_model: App,
+    args: dict[str, Any],
+    streaming: bool,
+):
+    response = _generate_chat_message(
+        session=session,
+        current_user=current_user,
+        app_model=app_model,
+        args=args,
+        streaming=streaming,
+    )
+    if AppMode.value_of(app_model.mode) == AppMode.AGENT and streaming:
+        response = _raise_agent_stream_error_before_response(response)
+    return helper.compact_generate_response(response)
+
+
 def _stop_chat_message(*, current_user_id: str, app_model: App, task_id: str):
     AppTaskService.stop_task(
         task_id=task_id,
@@ -348,4 +545,68 @@ def _stop_chat_message(*, current_user_id: str, app_model: App, task_id: str):
         app_mode=AppMode.value_of(app_model.mode),
     )
 
-    return {"result": "success"}, 200
+    return SimpleResultResponse(result="success").model_dump(mode="json"), 200
+
+
+def _raise_agent_stream_error_before_response(response):
+    """Surface immediate Agent App stream errors as HTTP errors before SSE starts.
+
+    The shared streaming helper always returns HTTP 200 once the SSE response is
+    created. Agent v2 configuration errors, such as an invalid model API key,
+    can be the first real stream event after the initial ping; pre-reading that
+    first non-ping event lets the console API return the existing 400 error
+    contract instead of a successful HTTP response carrying only an SSE error.
+    """
+    if isinstance(response, Mapping):
+        return response
+
+    buffered: list[str] = []
+    iterator = iter(response)
+    while True:
+        try:
+            chunk = next(iterator)
+        except StopIteration:
+            return iter(buffered)
+
+        if not isinstance(chunk, str):
+            return _prepend_stream_chunks(buffered, chunk, iterator)
+
+        if _is_sse_ping(chunk):
+            buffered.append(chunk)
+            continue
+
+        error_payload = _extract_sse_error_payload(chunk)
+        if error_payload is not None:
+            if isinstance(response, _ClosableStream):
+                response.close()
+            message = error_payload.get("message")
+            raise CompletionRequestError(str(message or "Agent App chat failed."))
+
+        return _prepend_stream_chunks(buffered, chunk, iterator)
+
+
+def _prepend_stream_chunks(buffered: list[Any], first: Any, iterator: Iterator[Any]) -> Generator[Any, None, None]:
+    yield from buffered
+    yield first
+    yield from iterator
+
+
+def _is_sse_ping(chunk: str) -> bool:
+    return chunk.strip() == "event: ping"
+
+
+def _extract_sse_error_payload(chunk: str) -> dict[str, Any] | None:
+    for raw_event in chunk.split("\n\n"):
+        data_lines: list[str] = []
+        for line in raw_event.splitlines():
+            if line.startswith("data: "):
+                data_lines.append(line.removeprefix("data: "))
+        if not data_lines:
+            continue
+        try:
+            payload = json.loads("\n".join(data_lines))
+        except json.JSONDecodeError:
+            continue
+        if isinstance(payload, dict) and payload.get("event") == "error":
+            return payload
+    return None

api/controllers/console/app/conversation.py

@@ -9,7 +9,7 @@ from sqlalchemy import func, or_
 from sqlalchemy.orm import selectinload
 from werkzeug.exceptions import NotFound
 
-from controllers.common.schema import query_params_from_model, register_schema_models
+from controllers.common.schema import query_params_from_model, register_response_schema_models, register_schema_models
 from controllers.console import console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import (
@@ -39,7 +39,9 @@ from fields.conversation_fields import (
     ConversationWithSummaryPagination as ConversationWithSummaryPaginationResponse,
 )
 from libs.datetime_utils import naive_utc_now, parse_time_range
+from libs.helper import dump_response
 from libs.login import login_required
+from libs.pagination import paginate_query
 from models import Conversation, EndUser, Message, MessageAnnotation
 from models.account import Account
 from models.model import App, AppMode
@@ -79,13 +81,14 @@ register_schema_models(
     console_ns,
     CompletionConversationQuery,
     ChatConversationQuery,
+)
+register_response_schema_models(
+    console_ns,
     ConversationResponse,
     ConversationPaginationResponse,
     ConversationMessageDetailResponse,
     ConversationWithSummaryPaginationResponse,
     ConversationDetailResponse,
-    CompletionConversationQuery,
-    ChatConversationQuery,
 )
 
 
@@ -93,8 +96,7 @@ register_schema_models(
 class CompletionConversationApi(Resource):
     @console_ns.doc("list_completion_conversations")
     @console_ns.doc(description="Get completion conversations with pagination and filtering")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params=query_params_from_model(CompletionConversationQuery))
+    @console_ns.doc(params={"app_id": "Application ID", **query_params_from_model(CompletionConversationQuery)})
     @console_ns.response(200, "Success", console_ns.models[ConversationPaginationResponse.__name__])
     @console_ns.response(403, "Insufficient permissions")
     @setup_required
@@ -155,11 +157,9 @@ class CompletionConversationApi(Resource):
 
         query = query.order_by(Conversation.created_at.desc())
 
-        conversations = db.paginate(query, page=args.page, per_page=args.limit, error_out=False)
+        conversations = paginate_query(query, page=args.page, per_page=args.limit)
 
-        return ConversationPaginationResponse.model_validate(conversations, from_attributes=True).model_dump(
-            mode="json"
-        )
+        return dump_response(ConversationPaginationResponse, conversations)
 
 
 @console_ns.route("/apps/<uuid:app_id>/completion-conversations/<uuid:conversation_id>")
@@ -179,9 +179,9 @@ class CompletionConversationDetailApi(Resource):
     @get_app_model(mode=AppMode.COMPLETION)
     def get(self, current_user: Account, app_model: App, conversation_id: UUID):
         conversation_id_str = str(conversation_id)
-        return ConversationMessageDetailResponse.model_validate(
-            _get_conversation(current_user, app_model, conversation_id_str), from_attributes=True
-        ).model_dump(mode="json")
+        return dump_response(
+            ConversationMessageDetailResponse, _get_conversation(current_user, app_model, conversation_id_str)
+        )
 
     @console_ns.doc("delete_completion_conversation")
     @console_ns.doc(description="Delete a completion conversation")
@@ -211,8 +211,7 @@ class CompletionConversationDetailApi(Resource):
 class ChatConversationApi(Resource):
     @console_ns.doc("list_chat_conversations")
     @console_ns.doc(description="Get chat conversations with pagination, filtering and summary")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params=query_params_from_model(ChatConversationQuery))
+    @console_ns.doc(params={"app_id": "Application ID", **query_params_from_model(ChatConversationQuery)})
     @console_ns.response(200, "Success", console_ns.models[ConversationWithSummaryPaginationResponse.__name__])
     @console_ns.response(403, "Insufficient permissions")
     @setup_required
@@ -312,11 +311,9 @@ class ChatConversationApi(Resource):
             case _:
                 query = query.order_by(Conversation.created_at.desc())
 
-        conversations = db.paginate(query, page=args.page, per_page=args.limit, error_out=False)
+        conversations = paginate_query(query, page=args.page, per_page=args.limit)
 
-        return ConversationWithSummaryPaginationResponse.model_validate(conversations, from_attributes=True).model_dump(
-            mode="json"
-        )
+        return dump_response(ConversationWithSummaryPaginationResponse, conversations)
 
 
 @console_ns.route("/apps/<uuid:app_id>/chat-conversations/<uuid:conversation_id>")
@@ -336,9 +333,9 @@ class ChatConversationDetailApi(Resource):
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT, AppMode.AGENT])
     def get(self, current_user: Account, app_model: App, conversation_id: UUID):
         conversation_id_str = str(conversation_id)
-        return ConversationDetailResponse.model_validate(
-            _get_conversation(current_user, app_model, conversation_id_str), from_attributes=True
-        ).model_dump(mode="json")
+        return dump_response(
+            ConversationDetailResponse, _get_conversation(current_user, app_model, conversation_id_str)
+        )
 
     @console_ns.doc("delete_chat_conversation")
     @console_ns.doc(description="Delete a chat conversation")

api/controllers/console/app/conversation_variables.py

@@ -22,7 +22,7 @@ from controllers.console.wraps import (
 from extensions.ext_database import db
 from fields._value_type_serializer import serialize_value_type
 from fields.base import ResponseModel
-from libs.helper import to_timestamp
+from libs.helper import dump_response, to_timestamp
 from libs.login import login_required
 from models import ConversationVariable
 from models.model import App, AppMode
@@ -119,7 +119,8 @@ class ConversationVariablesApi(Resource):
         with sessionmaker(db.engine, expire_on_commit=False).begin() as session:
             rows = session.scalars(stmt).all()
 
-        response = PaginatedConversationVariableResponse.model_validate(
+        return dump_response(
+            PaginatedConversationVariableResponse,
             {
                 "page": page,
                 "limit": page_size,
@@ -135,6 +136,5 @@ class ConversationVariablesApi(Resource):
                     )
                     for row in rows
                 ],
-            }
+            },
         )
-        return response.model_dump(mode="json")

api/controllers/console/app/generator.py

@@ -1,8 +1,10 @@
-from collections.abc import Sequence
+import json
+from collections.abc import Generator, Sequence
 from typing import Any, Literal
 
 from flask_restx import Resource
 from pydantic import BaseModel, Field, RootModel
+from sqlalchemy import select
 from sqlalchemy.orm import Session
 
 from controllers.common.fields import SimpleDataResponse
@@ -23,8 +25,10 @@ from core.helper.code_executor.javascript.javascript_code_provider import Javasc
 from core.helper.code_executor.python3.python3_code_provider import Python3CodeProvider
 from core.llm_generator.entities import RuleCodeGeneratePayload, RuleGeneratePayload, RuleStructuredOutputPayload
 from core.llm_generator.llm_generator import LLMGenerator
+from core.workflow.generator.types import WorkflowGenerateErrorCode
 from graphon.model_runtime.entities.llm_entities import LLMMode
 from graphon.model_runtime.errors.invoke import InvokeError
+from libs.helper import compact_generate_response
 from libs.login import login_required
 from models import App
 from services.workflow_generator_service import WorkflowGeneratorService
@@ -64,7 +68,10 @@ class WorkflowGeneratePayload(BaseModel):
     can reuse its existing handler.
     """
 
-    mode: Literal["workflow", "advanced-chat"] = Field(..., description="Target app mode for the generated graph")
+    mode: Literal["workflow", "advanced-chat", "auto"] = Field(
+        ...,
+        description="Target app mode for the generated graph; 'auto' lets the backend classify the instruction",
+    )
     instruction: str = Field(..., description="Natural-language workflow description")
     ideal_output: str = Field(default="", description="Optional sample output for grounding")
     model_config_data: ModelConfig = Field(
@@ -78,6 +85,19 @@ class WorkflowGeneratePayload(BaseModel):
     )
 
 
+class WorkflowInstructionSuggestionsPayload(BaseModel):
+    """Payload for the workflow-generator instruction-suggestions endpoint.
+
+    Runs before the user picks a model, so the suggestions come from the
+    tenant's default model. The underlying generator never raises — an empty
+    ``suggestions`` list is a valid 200 (soft-fail).
+    """
+
+    mode: Literal["workflow", "advanced-chat"] = Field(..., description="Target app mode for the suggestions")
+    language: str | None = Field(default=None, description="Optional language to write the suggestions in")
+    count: int = Field(default=4, ge=1, le=6, description="Number of suggestions to return (1-6)")
+
+
 class GeneratorResponse(RootModel[Any]):
     root: Any
 
@@ -91,6 +111,7 @@ register_schema_models(
     InstructionGeneratePayload,
     InstructionTemplatePayload,
     WorkflowGeneratePayload,
+    WorkflowInstructionSuggestionsPayload,
     ModelConfig,
 )
 register_response_schema_models(console_ns, GeneratorResponse, SimpleDataResponse)
@@ -216,7 +237,9 @@ class InstructionGenerateApi(Resource):
         try:
             # Generate from nothing for a workflow node
             if (args.current in (code_template, "")) and args.node_id != "":
-                app = session.get(App, args.flow_id)
+                app = session.scalar(
+                    select(App).where(App.id == args.flow_id, App.tenant_id == current_tenant_id).limit(1)
+                )
                 if not app:
                     return {"error": f"app {args.flow_id} not found"}, 400
                 workflow = WorkflowService().get_draft_workflow(app_model=app, session=session)
@@ -313,6 +336,34 @@ class InstructionGenerationTemplateApi(Resource):
                 raise ValueError(f"Invalid type: {args.type}")
 
 
+def _workflow_instruction_guard(args: WorkflowGeneratePayload) -> tuple[dict, int] | None:
+    """Shared boundary guard for the workflow-generate endpoints.
+
+    Returns a ``(body, 400)`` tuple when the instruction is empty / whitespace
+    or either free-text field exceeds the cap, else ``None``. Pydantic only
+    validates the field is a str; a whitespace-only or pasted-document input
+    would otherwise waste a slow planner+builder roundtrip on a response the
+    validator rejects anyway. Both the blocking and streaming endpoints call
+    this so they reject identical inputs.
+    """
+    if not args.instruction.strip():
+        return {
+            "error": "Instruction is required",
+            "errors": [{"code": WorkflowGenerateErrorCode.EMPTY_INSTRUCTION, "detail": "Instruction is required"}],
+        }, 400
+    if len(args.instruction) > _MAX_INSTRUCTION_LENGTH or len(args.ideal_output) > _MAX_INSTRUCTION_LENGTH:
+        return {
+            "error": "Instruction is too long",
+            "errors": [
+                {
+                    "code": WorkflowGenerateErrorCode.INSTRUCTION_TOO_LONG,
+                    "detail": f"Instruction and ideal output must each be at most {_MAX_INSTRUCTION_LENGTH} characters",
+                }
+            ],
+        }, 400
+    return None
+
+
 @console_ns.route("/workflow-generate")
 class WorkflowGenerateApi(Resource):
     """Generate a Workflow / Chatflow draft graph from a natural-language description.
@@ -335,31 +386,11 @@ class WorkflowGenerateApi(Resource):
     def post(self, current_tenant_id: str):
         args = WorkflowGeneratePayload.model_validate(console_ns.payload)
 
-        # Reject obviously-empty instructions at the boundary — Pydantic only
-        # validates ``instruction`` is a str, but a whitespace-only string
-        # would still hit the LLM and waste a planner+builder roundtrip on a
-        # response that the postprocess validator would reject anyway.
-        if not args.instruction.strip():
-            return {
-                "error": "Instruction is required",
-                "errors": [{"code": "EMPTY_INSTRUCTION", "detail": "Instruction is required"}],
-            }, 400
-
-        # Bound the prompt at the boundary too: an arbitrarily long
-        # instruction (or pasted document) blows the planner/builder context
-        # window and fails with an opaque provider error after two slow LLM
-        # calls. The cap matches the frontend textarea's maxLength.
-        if len(args.instruction) > _MAX_INSTRUCTION_LENGTH or len(args.ideal_output) > _MAX_INSTRUCTION_LENGTH:
-            return {
-                "error": "Instruction is too long",
-                "errors": [
-                    {
-                        "code": "INSTRUCTION_TOO_LONG",
-                        "detail": f"Instruction and ideal output must each be at most "
-                        f"{_MAX_INSTRUCTION_LENGTH} characters",
-                    }
-                ],
-            }, 400
+        # Reject empty / over-length instructions at the boundary (shared with
+        # the streaming endpoint) before spending a planner+builder roundtrip.
+        guard = _workflow_instruction_guard(args)
+        if guard is not None:
+            return guard
 
         try:
             result = WorkflowGeneratorService.generate_workflow_graph(
@@ -380,3 +411,93 @@ class WorkflowGenerateApi(Resource):
             raise CompletionRequestError(e.description)
 
         return result
+
+
+@console_ns.route("/workflow-generate/suggestions")
+class WorkflowInstructionSuggestionsApi(Resource):
+    """Suggest short, buildable example instructions for the cmd+k generator.
+
+    Runs before a model is selected (uses the tenant's default model). The
+    underlying generator never raises, so an empty list is a valid 200 — the
+    frontend renders "no suggestions" rather than an error, so no provider-error
+    mapping is needed here.
+    """
+
+    @console_ns.doc("generate_workflow_instruction_suggestions")
+    @console_ns.doc(description="Suggest example workflow-generator instructions for the tenant")
+    @console_ns.expect(console_ns.models[WorkflowInstructionSuggestionsPayload.__name__])
+    @console_ns.response(200, "Suggestions generated successfully", console_ns.models[GeneratorResponse.__name__])
+    @console_ns.response(400, "Invalid request parameters")
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @with_current_tenant_id
+    def post(self, current_tenant_id: str):
+        args = WorkflowInstructionSuggestionsPayload.model_validate(console_ns.payload)
+        suggestions = LLMGenerator.generate_workflow_instruction_suggestions(
+            tenant_id=current_tenant_id,
+            mode=args.mode,
+            language=args.language,
+            count=args.count,
+        )
+        return {"suggestions": suggestions}
+
+
+@console_ns.route("/workflow-generate/stream")
+class WorkflowGenerateStreamApi(Resource):
+    """Plan-first streaming variant of ``/workflow-generate`` (Server-Sent Events).
+
+    Emits a ``plan`` event (high-level node list + app metadata) as soon as the
+    planner returns, then a final ``result`` event with the full graph — the
+    SAME envelope ``/workflow-generate`` returns. Provider-init / invoke errors
+    are surfaced as a single ``result`` event (code ``MODEL_ERROR``) so the
+    frontend's stream parser always receives a result rather than a non-SSE HTTP
+    error.
+    """
+
+    @console_ns.doc("generate_workflow_graph_stream")
+    @console_ns.doc(description="Stream a Dify workflow graph (plan then result) via SSE")
+    @console_ns.expect(console_ns.models[WorkflowGeneratePayload.__name__])
+    @console_ns.response(200, "Server-Sent Events stream of plan/result events")
+    @console_ns.response(400, "Invalid request parameters")
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @with_current_tenant_id
+    def post(self, current_tenant_id: str):
+        args = WorkflowGeneratePayload.model_validate(console_ns.payload)
+
+        # Same boundary guards as the blocking endpoint — return a normal 400
+        # JSON for these BEFORE opening the stream.
+        guard = _workflow_instruction_guard(args)
+        if guard is not None:
+            return guard
+
+        def generate() -> Generator[str, None, None]:
+            try:
+                for event_name, payload in WorkflowGeneratorService.generate_workflow_graph_stream(
+                    tenant_id=current_tenant_id,
+                    mode=args.mode,
+                    instruction=args.instruction,
+                    model_config=args.model_config_data,
+                    ideal_output=args.ideal_output,
+                    current_graph=args.current_graph,
+                ):
+                    body = {"event": event_name, **payload}
+                    yield f"data: {json.dumps(body)}\n\n"
+            except (ProviderTokenNotInitError, QuotaExceededError, ModelCurrentlyNotSupportError, InvokeError) as e:
+                # The model instance is resolved inside the service (lazily, on
+                # first iteration), so a provider / init error surfaces here.
+                # Emit it as a single SSE result event rather than a non-SSE
+                # error response so the frontend's stream parser always gets a
+                # result it can render.
+                detail = getattr(e, "description", None) or str(e) or "Model invocation failed"
+                error_body = {
+                    "event": "result",
+                    "graph": {"nodes": [], "edges": [], "viewport": {"x": 0.0, "y": 0.0, "zoom": 0.7}},
+                    "error": detail,
+                    "errors": [{"code": WorkflowGenerateErrorCode.MODEL_ERROR, "detail": detail}],
+                }
+                yield f"data: {json.dumps(error_body)}\n\n"
+
+        return compact_generate_response(generate())

api/controllers/console/app/mcp_server.py

@@ -22,10 +22,11 @@ from controllers.console.wraps import (
 )
 from extensions.ext_database import db
 from fields.base import ResponseModel
-from libs.helper import to_timestamp
+from libs.helper import dump_response, to_timestamp
 from libs.login import login_required
 from models.enums import AppMCPServerStatus
 from models.model import App, AppMCPServer
+from services.app_ref_service import AppRefService
 
 
 class MCPServerCreatePayload(BaseModel):
@@ -92,7 +93,7 @@ class AppMCPServerController(Resource):
         server = db.session.scalar(select(AppMCPServer).where(AppMCPServer.app_id == app_model.id).limit(1))
         if server is None:
             return {}
-        return AppMCPServerResponse.model_validate(server, from_attributes=True).model_dump(mode="json")
+        return dump_response(AppMCPServerResponse, server)
 
     @console_ns.doc("create_app_mcp_server")
     @console_ns.doc(description="Create MCP server configuration for an application")
@@ -127,7 +128,7 @@ class AppMCPServerController(Resource):
         )
         db.session.add(server)
         db.session.commit()
-        return AppMCPServerResponse.model_validate(server, from_attributes=True).model_dump(mode="json"), 201
+        return dump_response(AppMCPServerResponse, server), 201
 
     @console_ns.doc("update_app_mcp_server")
     @console_ns.doc(description="Update MCP server configuration for an application")
@@ -146,7 +147,17 @@ class AppMCPServerController(Resource):
     @get_app_model
     def put(self, app_model: App):
         payload = MCPServerUpdatePayload.model_validate(console_ns.payload or {})
-        server = db.session.get(AppMCPServer, payload.id)
+        app_ref = AppRefService.create_app_ref(app_model)
+        server_ref = AppRefService.create_mcp_server_ref(app_ref, payload.id)
+        server = db.session.scalar(
+            select(AppMCPServer)
+            .where(
+                AppMCPServer.id == server_ref.server_id,
+                AppMCPServer.tenant_id == server_ref.tenant_id,
+                AppMCPServer.app_id == server_ref.app_id,
+            )
+            .limit(1)
+        )
         if not server:
             raise NotFound()
 
@@ -165,7 +176,7 @@ class AppMCPServerController(Resource):
             except ValueError:
                 raise ValueError("Invalid status")
         db.session.commit()
-        return AppMCPServerResponse.model_validate(server, from_attributes=True).model_dump(mode="json")
+        return dump_response(AppMCPServerResponse, server)
 
 
 @console_ns.route("/apps/<uuid:server_id>/server/refresh")
@@ -192,4 +203,4 @@ class AppMCPServerRefreshController(Resource):
             raise NotFound()
         server.server_code = AppMCPServer.generate_server_code(16)
         db.session.commit()
-        return AppMCPServerResponse.model_validate(server, from_attributes=True).model_dump(mode="json")
+        return dump_response(AppMCPServerResponse, server)

api/controllers/console/app/message.py

@@ -1,5 +1,4 @@
 import logging
-from datetime import datetime
 from typing import Literal
 from uuid import UUID
 
@@ -13,7 +12,7 @@ from controllers.common.controller_schemas import MessageFeedbackPayload as _Mes
 from controllers.common.fields import SimpleResultResponse, TextFileResponse
 from controllers.common.schema import query_params_from_model, register_response_schema_models, register_schema_models
 from controllers.console import console_ns
-from controllers.console.agent.app_helpers import resolve_agent_app_model
+from controllers.console.agent.app_helpers import resolve_agent_runtime_app_model
 from controllers.console.app.error import (
     CompletionRequestError,
     ProviderModelCurrentlyNotSupportError,
@@ -38,16 +37,10 @@ from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotIni
 from extensions.ext_database import db
 from fields.base import ResponseModel
 from fields.conversation_fields import (
-    AgentThought,
-    ConversationAnnotation,
-    ConversationAnnotationHitHistory,
-    Feedback,
-    JSONValue,
-    MessageFile,
-    format_files_contained,
+    MessageDetail as BaseMessageDetailResponse,
 )
 from graphon.model_runtime.errors.invoke import InvokeError
-from libs.helper import to_timestamp, uuid_value
+from libs.helper import dump_response, uuid_value
 from libs.infinite_scroll_pagination import InfiniteScrollPagination
 from libs.login import login_required
 from models.account import Account
@@ -111,49 +104,16 @@ class FeedbackExportQuery(BaseModel):
         raise ValueError("has_comment must be a boolean value")
 
 
-class AnnotationCountResponse(BaseModel):
+class AnnotationCountResponse(ResponseModel):
     count: int = Field(description="Number of annotations")
 
 
-class SuggestedQuestionsResponse(BaseModel):
+class SuggestedQuestionsResponse(ResponseModel):
     data: list[str] = Field(description="Suggested question")
 
 
-class MessageDetailResponse(ResponseModel):
-    id: str
-    conversation_id: str
-    inputs: dict[str, JSONValue]
-    query: str
-    message: JSONValue | None = None
-    message_tokens: int | None = None
-    answer: str = Field(validation_alias="re_sign_file_url_answer")
-    answer_tokens: int | None = None
-    provider_response_latency: float | None = None
-    from_source: str
-    from_end_user_id: str | None = None
-    from_account_id: str | None = None
-    feedbacks: list[Feedback] = Field(default_factory=list)
-    workflow_run_id: str | None = None
-    annotation: ConversationAnnotation | None = None
-    annotation_hit_history: ConversationAnnotationHitHistory | None = None
-    created_at: int | None = None
-    agent_thoughts: list[AgentThought] = Field(default_factory=list)
-    message_files: list[MessageFile] = Field(default_factory=list)
+class MessageDetailResponse(BaseMessageDetailResponse):
     extra_contents: list[ExecutionExtraContentDomainModel] = Field(default_factory=list)
-    metadata: JSONValue | None = Field(default=None, validation_alias="message_metadata_dict")
-    status: str
-    error: str | None = None
-    parent_message_id: str | None = None
-
-    @field_validator("inputs", mode="before")
-    @classmethod
-    def _normalize_inputs(cls, value: JSONValue) -> JSONValue:
-        return format_files_contained(value)
-
-    @field_validator("created_at", mode="before")
-    @classmethod
-    def _normalize_created_at(cls, value: datetime | int | None) -> int | None:
-        return to_timestamp(value)
 
 
 class MessageInfiniteScrollPaginationResponse(ResponseModel):
@@ -183,8 +143,7 @@ register_response_schema_models(
 class ChatMessageListApi(Resource):
     @console_ns.doc("list_chat_messages")
     @console_ns.doc(description="Get chat messages for a conversation with pagination")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params=query_params_from_model(ChatMessagesQuery))
+    @console_ns.doc(params={"app_id": "Application ID", **query_params_from_model(ChatMessagesQuery)})
     @console_ns.response(200, "Success", console_ns.models[MessageInfiniteScrollPaginationResponse.__name__])
     @console_ns.response(404, "Conversation not found")
     @login_required
@@ -214,7 +173,7 @@ class AgentChatMessageListApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def get(self, current_tenant_id: str, current_user: Account, agent_id: UUID):
-        app_model = resolve_agent_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
         return _list_chat_messages(app_model=app_model, current_user=current_user)
 
 
@@ -250,7 +209,7 @@ class AgentMessageFeedbackApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def post(self, current_tenant_id: str, current_user: Account, agent_id: UUID):
-        app_model = resolve_agent_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
         return _update_message_feedback(current_user=current_user, app_model=app_model)
 
 
@@ -274,7 +233,7 @@ class MessageAnnotationCountApi(Resource):
             select(func.count(MessageAnnotation.id)).where(MessageAnnotation.app_id == app_model.id)
         )
 
-        return {"count": count}
+        return AnnotationCountResponse(count=count or 0).model_dump(mode="json")
 
 
 @console_ns.route("/apps/<uuid:app_id>/chat-messages/<uuid:message_id>/suggested-questions")
@@ -315,7 +274,7 @@ class AgentMessageSuggestedQuestionApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def get(self, current_tenant_id: str, current_user: Account, agent_id: UUID, message_id: UUID):
-        app_model = resolve_agent_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
         return _get_message_suggested_questions(current_user=current_user, app_model=app_model, message_id=message_id)
 
 
@@ -323,13 +282,12 @@ class AgentMessageSuggestedQuestionApi(Resource):
 class MessageFeedbackExportApi(Resource):
     @console_ns.doc("export_feedbacks")
     @console_ns.doc(description="Export user feedback data for Google Sheets")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params=query_params_from_model(FeedbackExportQuery))
     @console_ns.response(
         200,
         "Feedback data exported successfully",
         console_ns.models[TextFileResponse.__name__],
     )
+    @console_ns.doc(params={"app_id": "Application ID", **query_params_from_model(FeedbackExportQuery)})
     @console_ns.response(400, "Invalid parameters")
     @console_ns.response(500, "Internal server error")
     @setup_required
@@ -354,7 +312,6 @@ class MessageFeedbackExportApi(Resource):
                 end_date=args.end_date,
                 format_type=args.format,
             )
-
             return export_data
 
         except ValueError as e:
@@ -393,7 +350,7 @@ class AgentMessageApi(Resource):
     @account_initialization_required
     @with_current_tenant_id
     def get(self, current_tenant_id: str, agent_id: UUID, message_id: UUID):
-        app_model = resolve_agent_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
+        app_model = resolve_agent_runtime_app_model(tenant_id=current_tenant_id, agent_id=agent_id)
         return _get_message_detail(app_model=app_model, message_id=message_id)
 
 
@@ -465,16 +422,16 @@ def _list_chat_messages(*, app_model: App, current_user: Account | None = None):
     history_messages = list(reversed(history_messages))
     attach_message_extra_contents(history_messages)
 
-    return MessageInfiniteScrollPaginationResponse.model_validate(
+    return dump_response(
+        MessageInfiniteScrollPaginationResponse,
         InfiniteScrollPagination(data=history_messages, limit=args.limit, has_more=has_more),
-        from_attributes=True,
-    ).model_dump(mode="json")
+    )
 
 
 def _update_message_feedback(*, current_user: Account, app_model: App):
     args = MessageFeedbackPayload.model_validate(console_ns.payload)
 
-    message_id = str(args.message_id)
+    message_id = args.message_id
 
     message = db.session.scalar(
         select(Message).where(Message.id == message_id, Message.app_id == app_model.id).limit(1)
@@ -509,7 +466,7 @@ def _update_message_feedback(*, current_user: Account, app_model: App):
 
     db.session.commit()
 
-    return {"result": "success"}
+    return SimpleResultResponse(result="success").model_dump(mode="json")
 
 
 def _get_message_suggested_questions(*, current_user: Account, app_model: App, message_id: UUID):
@@ -537,7 +494,7 @@ def _get_message_suggested_questions(*, current_user: Account, app_model: App, m
         logger.exception("internal server error.")
         raise InternalServerError()
 
-    return {"data": questions}
+    return dump_response(SuggestedQuestionsResponse, {"data": questions})
 
 
 def _get_message_detail(*, app_model: App, message_id: UUID):
@@ -551,4 +508,4 @@ def _get_message_detail(*, app_model: App, message_id: UUID):
         raise NotFound("Message Not Exists.")
 
     attach_message_extra_contents([message])
-    return MessageDetailResponse.model_validate(message, from_attributes=True).model_dump(mode="json")
+    return dump_response(MessageDetailResponse, message)

api/controllers/console/app/site.py

@@ -22,6 +22,7 @@ from controllers.console.wraps import (
 from extensions.ext_database import db
 from fields.base import ResponseModel
 from libs.datetime_utils import naive_utc_now
+from libs.helper import dump_response
 from libs.login import login_required
 from models import Site
 from models.account import Account
@@ -40,6 +41,7 @@ class AppSiteUpdatePayload(BaseModel):
     customize_domain: str | None = Field(default=None)
     copyright: str | None = Field(default=None)
     privacy_policy: str | None = Field(default=None)
+    input_placeholder: str | None = Field(default=None)
     custom_disclaimer: str | None = Field(default=None)
     customize_token_strategy: Literal["must", "allow", "not_allow"] | None = Field(default=None)
     prompt_public: bool | None = Field(default=None)
@@ -66,6 +68,7 @@ class AppSiteResponse(ResponseModel):
     customize_domain: str | None = None
     copyright: str | None = None
     privacy_policy: str | None = None
+    input_placeholder: str | None = None
     custom_disclaimer: str | None = None
     customize_token_strategy: str
     prompt_public: bool
@@ -110,6 +113,7 @@ class AppSite(Resource):
             "customize_domain",
             "copyright",
             "privacy_policy",
+            "input_placeholder",
             "custom_disclaimer",
             "customize_token_strategy",
             "prompt_public",
@@ -124,7 +128,7 @@ class AppSite(Resource):
         site.updated_at = naive_utc_now()
         db.session.commit()
 
-        return AppSiteResponse.model_validate(site, from_attributes=True).model_dump(mode="json")
+        return dump_response(AppSiteResponse, site)
 
 
 @console_ns.route("/apps/<uuid:app_id>/site/access-token-reset")
@@ -153,4 +157,4 @@ class AppSiteAccessTokenReset(Resource):
         site.updated_at = naive_utc_now()
         db.session.commit()
 
-        return AppSiteResponse.model_validate(site, from_attributes=True).model_dump(mode="json")
+        return dump_response(AppSiteResponse, site)

api/controllers/console/app/statistic.py

@@ -1,7 +1,7 @@
 from decimal import Decimal
 
 import sqlalchemy as sa
-from flask import abort, jsonify, request
+from flask import abort, request
 from flask_restx import Resource
 from pydantic import BaseModel, Field, field_validator
 
@@ -20,7 +20,7 @@ from core.app.entities.app_invoke_entities import InvokeFrom
 from extensions.ext_database import db
 from fields.base import ResponseModel
 from libs.datetime_utils import parse_time_range
-from libs.helper import convert_datetime_to_date
+from libs.helper import convert_datetime_to_date, dump_response
 from libs.login import login_required
 from models import AppMode
 from models.account import Account
@@ -44,8 +44,15 @@ class DailyMessageStatisticItem(ResponseModel):
     message_count: int
 
 
-class DailyMessageStatisticResponse(ResponseModel):
-    data: list[DailyMessageStatisticItem]
+register_schema_models(console_ns, StatisticTimeRangeQuery)
+
+
+class StatisticDataResponse[T](ResponseModel):
+    data: list[T]
+
+
+class DailyMessageStatisticResponse(StatisticDataResponse[DailyMessageStatisticItem]):
+    pass
 
 
 class DailyConversationStatisticItem(ResponseModel):
@@ -53,8 +60,8 @@ class DailyConversationStatisticItem(ResponseModel):
     conversation_count: int
 
 
-class DailyConversationStatisticResponse(ResponseModel):
-    data: list[DailyConversationStatisticItem]
+class DailyConversationStatisticResponse(StatisticDataResponse[DailyConversationStatisticItem]):
+    pass
 
 
 class DailyTerminalStatisticItem(ResponseModel):
@@ -62,19 +69,19 @@ class DailyTerminalStatisticItem(ResponseModel):
     terminal_count: int
 
 
-class DailyTerminalStatisticResponse(ResponseModel):
-    data: list[DailyTerminalStatisticItem]
+class DailyTerminalStatisticResponse(StatisticDataResponse[DailyTerminalStatisticItem]):
+    pass
 
 
 class DailyTokenCostStatisticItem(ResponseModel):
     date: str
-    token_count: int
-    total_price: str | float
-    currency: str
+    token_count: int | None = None
+    total_price: Decimal | None = None
+    currency: str | None = None
 
 
-class DailyTokenCostStatisticResponse(ResponseModel):
-    data: list[DailyTokenCostStatisticItem]
+class DailyTokenCostStatisticResponse(StatisticDataResponse[DailyTokenCostStatisticItem]):
+    pass
 
 
 class AverageSessionInteractionStatisticItem(ResponseModel):
@@ -82,8 +89,8 @@ class AverageSessionInteractionStatisticItem(ResponseModel):
     interactions: float
 
 
-class AverageSessionInteractionStatisticResponse(ResponseModel):
-    data: list[AverageSessionInteractionStatisticItem]
+class AverageSessionInteractionStatisticResponse(StatisticDataResponse[AverageSessionInteractionStatisticItem]):
+    pass
 
 
 class UserSatisfactionRateStatisticItem(ResponseModel):
@@ -91,8 +98,8 @@ class UserSatisfactionRateStatisticItem(ResponseModel):
     rate: float
 
 
-class UserSatisfactionRateStatisticResponse(ResponseModel):
-    data: list[UserSatisfactionRateStatisticItem]
+class UserSatisfactionRateStatisticResponse(StatisticDataResponse[UserSatisfactionRateStatisticItem]):
+    pass
 
 
 class AverageResponseTimeStatisticItem(ResponseModel):
@@ -100,8 +107,8 @@ class AverageResponseTimeStatisticItem(ResponseModel):
     latency: float
 
 
-class AverageResponseTimeStatisticResponse(ResponseModel):
-    data: list[AverageResponseTimeStatisticItem]
+class AverageResponseTimeStatisticResponse(StatisticDataResponse[AverageResponseTimeStatisticItem]):
+    pass
 
 
 class TokensPerSecondStatisticItem(ResponseModel):
@@ -109,20 +116,27 @@ class TokensPerSecondStatisticItem(ResponseModel):
     tps: float
 
 
-class TokensPerSecondStatisticResponse(ResponseModel):
-    data: list[TokensPerSecondStatisticItem]
+class TokensPerSecondStatisticResponse(StatisticDataResponse[TokensPerSecondStatisticItem]):
+    pass
 
 
-register_schema_models(console_ns, StatisticTimeRangeQuery)
 register_response_schema_models(
     console_ns,
+    DailyMessageStatisticItem,
     DailyMessageStatisticResponse,
+    DailyConversationStatisticItem,
     DailyConversationStatisticResponse,
+    DailyTerminalStatisticItem,
     DailyTerminalStatisticResponse,
+    DailyTokenCostStatisticItem,
     DailyTokenCostStatisticResponse,
+    AverageSessionInteractionStatisticItem,
     AverageSessionInteractionStatisticResponse,
+    UserSatisfactionRateStatisticItem,
     UserSatisfactionRateStatisticResponse,
+    AverageResponseTimeStatisticItem,
     AverageResponseTimeStatisticResponse,
+    TokensPerSecondStatisticItem,
     TokensPerSecondStatisticResponse,
 )
 
@@ -131,8 +145,7 @@ register_response_schema_models(
 class DailyMessageStatistic(Resource):
     @console_ns.doc("get_daily_message_statistics")
     @console_ns.doc(description="Get daily message statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params=query_params_from_model(StatisticTimeRangeQuery))
+    @console_ns.doc(params={"app_id": "Application ID", **query_params_from_model(StatisticTimeRangeQuery)})
     @console_ns.response(
         200,
         "Daily message statistics retrieved successfully",
@@ -185,15 +198,14 @@ WHERE
             for i in rs:
                 response_data.append({"date": str(i.date), "message_count": i.message_count})
 
-        return jsonify({"data": response_data})
+        return dump_response(DailyMessageStatisticResponse, {"data": response_data})
 
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/daily-conversations")
 class DailyConversationStatistic(Resource):
     @console_ns.doc("get_daily_conversation_statistics")
     @console_ns.doc(description="Get daily conversation statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params=query_params_from_model(StatisticTimeRangeQuery))
+    @console_ns.doc(params={"app_id": "Application ID", **query_params_from_model(StatisticTimeRangeQuery)})
     @console_ns.response(
         200,
         "Daily conversation statistics retrieved successfully",
@@ -245,15 +257,14 @@ WHERE
             for i in rs:
                 response_data.append({"date": str(i.date), "conversation_count": i.conversation_count})
 
-        return jsonify({"data": response_data})
+        return dump_response(DailyConversationStatisticResponse, {"data": response_data})
 
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/daily-end-users")
 class DailyTerminalsStatistic(Resource):
     @console_ns.doc("get_daily_terminals_statistics")
     @console_ns.doc(description="Get daily terminal/end-user statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params=query_params_from_model(StatisticTimeRangeQuery))
+    @console_ns.doc(params={"app_id": "Application ID", **query_params_from_model(StatisticTimeRangeQuery)})
     @console_ns.response(
         200,
         "Daily terminal statistics retrieved successfully",
@@ -306,15 +317,14 @@ WHERE
             for i in rs:
                 response_data.append({"date": str(i.date), "terminal_count": i.terminal_count})
 
-        return jsonify({"data": response_data})
+        return dump_response(DailyTerminalStatisticResponse, {"data": response_data})
 
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/token-costs")
 class DailyTokenCostStatistic(Resource):
     @console_ns.doc("get_daily_token_cost_statistics")
     @console_ns.doc(description="Get daily token cost statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params=query_params_from_model(StatisticTimeRangeQuery))
+    @console_ns.doc(params={"app_id": "Application ID", **query_params_from_model(StatisticTimeRangeQuery)})
     @console_ns.response(
         200,
         "Daily token cost statistics retrieved successfully",
@@ -370,15 +380,14 @@ WHERE
                     {"date": str(i.date), "token_count": i.token_count, "total_price": i.total_price, "currency": "USD"}
                 )
 
-        return jsonify({"data": response_data})
+        return dump_response(DailyTokenCostStatisticResponse, {"data": response_data})
 
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/average-session-interactions")
 class AverageSessionInteractionStatistic(Resource):
     @console_ns.doc("get_average_session_interaction_statistics")
     @console_ns.doc(description="Get average session interaction statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params=query_params_from_model(StatisticTimeRangeQuery))
+    @console_ns.doc(params={"app_id": "Application ID", **query_params_from_model(StatisticTimeRangeQuery)})
     @console_ns.response(
         200,
         "Average session interaction statistics retrieved successfully",
@@ -450,15 +459,14 @@ ORDER BY
                     {"date": str(i.date), "interactions": float(i.interactions.quantize(Decimal("0.01")))}
                 )
 
-        return jsonify({"data": response_data})
+        return dump_response(AverageSessionInteractionStatisticResponse, {"data": response_data})
 
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/user-satisfaction-rate")
 class UserSatisfactionRateStatistic(Resource):
     @console_ns.doc("get_user_satisfaction_rate_statistics")
     @console_ns.doc(description="Get user satisfaction rate statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params=query_params_from_model(StatisticTimeRangeQuery))
+    @console_ns.doc(params={"app_id": "Application ID", **query_params_from_model(StatisticTimeRangeQuery)})
     @console_ns.response(
         200,
         "User satisfaction rate statistics retrieved successfully",
@@ -520,15 +528,14 @@ WHERE
                     }
                 )
 
-        return jsonify({"data": response_data})
+        return dump_response(UserSatisfactionRateStatisticResponse, {"data": response_data})
 
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/average-response-time")
 class AverageResponseTimeStatistic(Resource):
     @console_ns.doc("get_average_response_time_statistics")
     @console_ns.doc(description="Get average response time statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params=query_params_from_model(StatisticTimeRangeQuery))
+    @console_ns.doc(params={"app_id": "Application ID", **query_params_from_model(StatisticTimeRangeQuery)})
     @console_ns.response(
         200,
         "Average response time statistics retrieved successfully",
@@ -581,15 +588,14 @@ WHERE
             for i in rs:
                 response_data.append({"date": str(i.date), "latency": round(i.latency * 1000, 4)})
 
-        return jsonify({"data": response_data})
+        return dump_response(AverageResponseTimeStatisticResponse, {"data": response_data})
 
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/tokens-per-second")
 class TokensPerSecondStatistic(Resource):
     @console_ns.doc("get_tokens_per_second_statistics")
     @console_ns.doc(description="Get tokens per second statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params=query_params_from_model(StatisticTimeRangeQuery))
+    @console_ns.doc(params={"app_id": "Application ID", **query_params_from_model(StatisticTimeRangeQuery)})
     @console_ns.response(
         200,
         "Tokens per second statistics retrieved successfully",
@@ -645,4 +651,4 @@ WHERE
             for i in rs:
                 response_data.append({"date": str(i.date), "tps": round(i.tokens_per_second, 4)})
 
-        return jsonify({"data": response_data})
+        return dump_response(TokensPerSecondStatisticResponse, {"data": response_data})

api/controllers/console/app/workflow.py

@@ -6,7 +6,7 @@ from typing import Any, NotRequired, TypedDict, cast
 
 from flask import abort, request
 from flask_restx import Resource, fields
-from pydantic import AliasChoices, BaseModel, Field, RootModel, ValidationError, field_validator
+from pydantic import AliasChoices, BaseModel, ConfigDict, Field, RootModel, ValidationError, field_validator
 from sqlalchemy.orm import Session, sessionmaker
 from werkzeug.exceptions import BadRequest, Forbidden, InternalServerError, NotFound
 
@@ -27,7 +27,7 @@ from controllers.console.app.error import (
     DraftWorkflowNotSync,
 )
 from controllers.console.app.permission_keys import get_app_permission_keys
-from controllers.console.app.wraps import get_app_model
+from controllers.console.app.wraps import get_app_model, with_session
 from controllers.console.wraps import (
     RBACPermission,
     RBACResourceScope,
@@ -78,6 +78,7 @@ from repositories.workflow_collaboration_repository import WORKFLOW_ONLINE_USERS
 from services.app_generate_service import AppGenerateService
 from services.errors.app import IsDraftWorkflowError, WorkflowHashNotEqualError, WorkflowNotFoundError
 from services.errors.llm import InvokeRateLimitError
+from services.workflow_ref_service import WorkflowRefService
 from services.workflow_service import DraftWorkflowDeletionError, WorkflowInUseError, WorkflowService
 
 logger = logging.getLogger(__name__)
@@ -158,8 +159,71 @@ class ConvertToWorkflowPayload(BaseModel):
     icon_background: str | None = None
 
 
+class WorkflowFeatureTogglePayload(BaseModel):
+    model_config = ConfigDict(extra="allow")
+
+    enabled: bool | None = None
+
+
+class WorkflowSuggestedQuestionsAfterAnswerPayload(WorkflowFeatureTogglePayload):
+    model: dict[str, Any] | None = None
+    prompt: str | None = None
+
+
+class WorkflowTextToSpeechPayload(WorkflowFeatureTogglePayload):
+    language: str | None = None
+    voice: str | None = None
+    autoPlay: str | None = None
+
+
+class WorkflowSensitiveWordAvoidancePayload(WorkflowFeatureTogglePayload):
+    type: str | None = None
+    config: dict[str, Any] | None = None
+
+
+class WorkflowFileUploadTransferPayload(WorkflowFeatureTogglePayload):
+    number_limits: int | None = None
+    transfer_methods: list[str] | None = None
+
+
+class WorkflowFileUploadImagePayload(WorkflowFileUploadTransferPayload):
+    detail: str | None = None
+
+
+class WorkflowFileUploadPreviewConfigPayload(BaseModel):
+    mode: str | None = None
+    file_type_list: list[str] | None = None
+
+
+class WorkflowFileUploadPayload(WorkflowFeatureTogglePayload):
+    allowed_file_types: list[str] | None = None
+    allowed_file_extensions: list[str] | None = None
+    allowed_file_upload_methods: list[str] | None = None
+    number_limits: int | None = None
+    image: WorkflowFileUploadImagePayload | None = None
+    document: WorkflowFileUploadTransferPayload | None = None
+    audio: WorkflowFileUploadTransferPayload | None = None
+    video: WorkflowFileUploadTransferPayload | None = None
+    custom: WorkflowFileUploadTransferPayload | None = None
+    preview_config: WorkflowFileUploadPreviewConfigPayload | None = None
+    fileUploadConfig: dict[str, Any] | None = None
+
+
+class WorkflowFeaturesConfigPayload(BaseModel):
+    model_config = ConfigDict(extra="allow")
+
+    opening_statement: str | None = None
+    suggested_questions: list[str] | None = None
+    suggested_questions_after_answer: WorkflowSuggestedQuestionsAfterAnswerPayload | None = None
+    text_to_speech: WorkflowTextToSpeechPayload | None = None
+    speech_to_text: WorkflowFeatureTogglePayload | None = None
+    retriever_resource: WorkflowFeatureTogglePayload | None = None
+    sensitive_word_avoidance: WorkflowSensitiveWordAvoidancePayload | None = None
+    file_upload: WorkflowFileUploadPayload | None = None
+
+
 class WorkflowFeaturesPayload(BaseModel):
-    features: dict[str, Any] = Field(
+    features: WorkflowFeaturesConfigPayload = Field(
         ...,
         description="Workflow feature configuration",
     )
@@ -343,6 +407,15 @@ register_schema_models(
     ConvertToWorkflowPayload,
     WorkflowListQuery,
     WorkflowUpdatePayload,
+    WorkflowFeatureTogglePayload,
+    WorkflowSuggestedQuestionsAfterAnswerPayload,
+    WorkflowTextToSpeechPayload,
+    WorkflowSensitiveWordAvoidancePayload,
+    WorkflowFileUploadTransferPayload,
+    WorkflowFileUploadImagePayload,
+    WorkflowFileUploadPreviewConfigPayload,
+    WorkflowFileUploadPayload,
+    WorkflowFeaturesConfigPayload,
     WorkflowFeaturesPayload,
     WorkflowOnlineUsersPayload,
     DraftWorkflowTriggerRunPayload,
@@ -558,7 +631,8 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
     @get_app_model(mode=[AppMode.ADVANCED_CHAT])
     @with_current_user
     @edit_permission_required
-    def post(self, current_user: Account, app_model: App):
+    @with_session
+    def post(self, session: Session, current_user: Account, app_model: App):
         """
         Run draft workflow
         """
@@ -571,7 +645,12 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
 
         try:
             response = AppGenerateService.generate(
-                app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.DEBUGGER, streaming=True
+                session=session,
+                app_model=app_model,
+                user=current_user,
+                args=args,
+                invoke_from=InvokeFrom.DEBUGGER,
+                streaming=True,
             )
 
             return helper.compact_generate_response(response)
@@ -972,7 +1051,8 @@ class DraftWorkflowRunApi(Resource):
     @get_app_model(mode=[AppMode.WORKFLOW])
     @with_current_user
     @edit_permission_required
-    def post(self, current_user: Account, app_model: App):
+    @with_session
+    def post(self, session: Session, current_user: Account, app_model: App):
         """
         Run draft workflow
         """
@@ -984,6 +1064,7 @@ class DraftWorkflowRunApi(Resource):
 
         try:
             response = AppGenerateService.generate(
+                session=session,
                 app_model=app_model,
                 user=current_user,
                 args=args,
@@ -1274,7 +1355,7 @@ class WorkflowFeaturesApi(Resource):
     def post(self, current_user: Account, app_model: App):
 
         args = WorkflowFeaturesPayload.model_validate(console_ns.payload or {})
-        features = args.features
+        features = args.features.model_dump(mode="json", exclude_unset=True)
 
         workflow_service = WorkflowService()
         workflow_service.update_draft_workflow_features(app_model=app_model, features=features, account=current_user)
@@ -1406,15 +1487,15 @@ class WorkflowByIdApi(Resource):
             return {"message": "No valid fields to update"}, 400
 
         workflow_service = WorkflowService()
+        workflow_ref = WorkflowRefService.create_app_workflow_ref(app_model, workflow_id)
 
         # Create a session and manage the transaction
         with sessionmaker(db.engine, expire_on_commit=False).begin() as session:
             workflow = workflow_service.update_workflow(
                 session=session,
-                workflow_id=workflow_id,
-                tenant_id=app_model.tenant_id,
                 account_id=current_user.id,
                 data=update_data,
+                workflow_ref=workflow_ref,
             )
 
             if not workflow:
@@ -1434,12 +1515,14 @@ class WorkflowByIdApi(Resource):
         Delete workflow
         """
         workflow_service = WorkflowService()
+        workflow_ref = WorkflowRefService.create_app_workflow_ref(app_model, workflow_id)
 
         # Create a session and manage the transaction
         with sessionmaker(db.engine).begin() as session:
             try:
                 workflow_service.delete_workflow(
-                    session=session, workflow_id=workflow_id, tenant_id=app_model.tenant_id
+                    session=session,
+                    workflow_ref=workflow_ref,
                 )
             except WorkflowInUseError as e:
                 abort(400, description=str(e))
@@ -1515,7 +1598,8 @@ class DraftWorkflowTriggerRunApi(Resource):
     @get_app_model(mode=[AppMode.WORKFLOW])
     @with_current_user
     @edit_permission_required
-    def post(self, current_user: Account, app_model: App):
+    @with_session
+    def post(self, session: Session, current_user: Account, app_model: App):
         """
         Poll for trigger events and execute full workflow when event arrives
         """
@@ -1543,6 +1627,7 @@ class DraftWorkflowTriggerRunApi(Resource):
             workflow_args[SKIP_PREPARE_USER_INPUTS_KEY] = True
             return helper.compact_generate_response(
                 AppGenerateService.generate(
+                    session=session,
                     app_model=app_model,
                     user=current_user,
                     args=workflow_args,
@@ -1665,7 +1750,8 @@ class DraftWorkflowTriggerRunAllApi(Resource):
     @with_current_user
     @edit_permission_required
     @rbac_permission_required(RBACResourceScope.APP, RBACPermission.APP_TEST_AND_RUN)
-    def post(self, current_user: Account, app_model: App):
+    @with_session
+    def post(self, session: Session, current_user: Account, app_model: App):
         """
         Full workflow debug when the start node is a trigger
         """
@@ -1697,6 +1783,7 @@ class DraftWorkflowTriggerRunAllApi(Resource):
 
             workflow_args[SKIP_PREPARE_USER_INPUTS_KEY] = True
             response = AppGenerateService.generate(
+                session=session,
                 app_model=app_model,
                 user=current_user,
                 args=workflow_args,

api/controllers/console/app/workflow_comment.py

@@ -189,14 +189,14 @@ class WorkflowCommentReplyUpdate(ResponseModel):
 
 register_schema_models(
     console_ns,
-    AccountWithRole,
-    WorkflowCommentMentionUsersPayload,
     WorkflowCommentCreatePayload,
     WorkflowCommentUpdatePayload,
     WorkflowCommentReplyPayload,
 )
 register_response_schema_models(
     console_ns,
+    AccountWithRole,
+    WorkflowCommentMentionUsersPayload,
     WorkflowCommentAccount,
     WorkflowCommentReply,
     WorkflowCommentMention,

api/controllers/console/app/workflow_draft_variable.py

@@ -6,7 +6,7 @@ from uuid import UUID
 
 from flask import Response, request
 from flask_restx import Resource, fields, marshal, marshal_with
-from pydantic import BaseModel, Field
+from pydantic import BaseModel, ConfigDict, Field
 from sqlalchemy.orm import sessionmaker
 
 from controllers.common.errors import InvalidArgumentError, NotFoundError
@@ -79,15 +79,33 @@ class WorkflowDraftVariableUpdatePayload(BaseModel):
     value: Any | None = Field(default=None, description="Variable value")
 
 
+class WorkflowVariableItemPayload(BaseModel):
+    model_config = ConfigDict(extra="allow")
+
+    id: str | None = None
+    name: str | None = None
+    value_type: str | None = None
+    value: Any | None = None
+    description: str | None = None
+
+
+class ConversationVariableItemPayload(WorkflowVariableItemPayload):
+    pass
+
+
+class EnvironmentVariableItemPayload(WorkflowVariableItemPayload):
+    pass
+
+
 class ConversationVariableUpdatePayload(BaseModel):
-    conversation_variables: list[dict[str, Any]] = Field(
+    conversation_variables: list[ConversationVariableItemPayload] = Field(
         ...,
         description="Conversation variables for the draft workflow",
     )
 
 
 class EnvironmentVariableUpdatePayload(BaseModel):
-    environment_variables: list[dict[str, Any]] = Field(
+    environment_variables: list[EnvironmentVariableItemPayload] = Field(
         ...,
         description="Environment variables for the draft workflow",
     )
@@ -114,7 +132,9 @@ register_schema_models(
     console_ns,
     WorkflowDraftVariableListQuery,
     WorkflowDraftVariableUpdatePayload,
+    ConversationVariableItemPayload,
     ConversationVariableUpdatePayload,
+    EnvironmentVariableItemPayload,
     EnvironmentVariableUpdatePayload,
 )
 register_response_schema_models(console_ns, SimpleResultResponse, EnvironmentVariableListResponse)
@@ -615,7 +635,9 @@ class ConversationVariableCollectionApi(Resource):
 
         workflow_service = WorkflowService()
 
-        conversation_variables_list = payload.conversation_variables
+        conversation_variables_list = [
+            variable.model_dump(mode="json", exclude_unset=True) for variable in payload.conversation_variables
+        ]
         conversation_variables = [
             variable_factory.build_conversation_variable_from_mapping(obj) for obj in conversation_variables_list
         ]
@@ -707,7 +729,9 @@ class EnvironmentVariableCollectionApi(Resource):
 
         workflow_service = WorkflowService()
 
-        environment_variables_list = payload.environment_variables
+        environment_variables_list = [
+            variable.model_dump(mode="json", exclude_unset=True) for variable in payload.environment_variables
+        ]
         environment_variables = [
             variable_factory.build_environment_variable_from_mapping(obj) for obj in environment_variables_list
         ]

api/controllers/console/app/workflow_run.py

@@ -23,6 +23,7 @@ from controllers.console.wraps import (
     with_current_user,
 )
 from core.workflow.human_input_forms import load_form_tokens_by_form_id as _load_form_tokens_by_form_id
+from core.workflow.nodes.human_input.pause_reason import HumanInputRequired
 from extensions.ext_database import db
 from fields.base import ResponseModel
 from fields.workflow_run_fields import (
@@ -33,7 +34,6 @@ from fields.workflow_run_fields import (
     WorkflowRunNodeExecutionResponse,
     WorkflowRunPaginationResponse,
 )
-from graphon.entities.pause_reason import HumanInputRequired
 from graphon.enums import WorkflowExecutionStatus
 from libs.archive_storage import ArchiveStorageNotConfiguredError, get_archive_storage
 from libs.custom_inputs import time_duration

api/controllers/console/app/workflow_trigger.py

@@ -12,6 +12,7 @@ from configs import dify_config
 from controllers.common.schema import query_params_from_model, register_schema_models
 from extensions.ext_database import db
 from fields.base import ResponseModel
+from libs.helper import dump_response
 from libs.login import login_required
 from models.enums import AppTriggerStatus
 from models.model import App, AppMode
@@ -121,7 +122,7 @@ class WebhookTriggerApi(Resource):
             if not webhook_trigger:
                 raise NotFound("Webhook trigger not found for this node")
 
-            return WebhookTriggerResponse.model_validate(webhook_trigger, from_attributes=True).model_dump(mode="json")
+            return dump_response(WebhookTriggerResponse, webhook_trigger)
 
 
 @console_ns.route("/apps/<uuid:app_id>/triggers")
@@ -160,9 +161,7 @@ class AppTriggersApi(Resource):
             else:
                 trigger.icon = ""  # type: ignore
 
-        return WorkflowTriggerListResponse.model_validate({"data": triggers}, from_attributes=True).model_dump(
-            mode="json"
-        )
+        return dump_response(WorkflowTriggerListResponse, {"data": triggers})
 
 
 @console_ns.route("/apps/<uuid:app_id>/trigger-enable")
@@ -204,4 +203,4 @@ class AppTriggerEnableApi(Resource):
         else:
             trigger.icon = ""  # type: ignore
 
-        return WorkflowTriggerResponse.model_validate(trigger, from_attributes=True).model_dump(mode="json")
+        return dump_response(WorkflowTriggerResponse, trigger)

api/controllers/console/app/wraps.py

@@ -1,26 +1,26 @@
 """Controller decorators for console app resources.
 
-`with_session` opens one SQLAlchemy session for a request handler and injects it
-as the first argument after `self`. Handlers use a transaction by default so
-migrated write paths keep commit/rollback handling; pure read handlers may opt
-out with `write=False`. App-loading decorators prefer that injected session when
-present, while still supporting existing handlers that have not been migrated
-yet and still rely on Flask-SQLAlchemy's scoped `db.session`.
+App-loading decorators prefer a session injected by
+`controllers.common.session.with_session` when present, while still supporting
+existing handlers that have not been migrated yet and still rely on
+Flask-SQLAlchemy's scoped `db.session`.
 """
 
 from collections.abc import Callable
 from functools import wraps
-from typing import Concatenate, cast, overload
+from typing import cast, overload
 
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 
+from controllers.common.session import with_session
 from controllers.console.app.error import AppNotFoundError
-from core.db.session_factory import session_factory
 from extensions.ext_database import db
 from libs.login import current_account_with_tenant
 from models import App, AppMode
 
+__all__ = ["get_app_model", "get_app_model_with_trial", "with_session"]
+
 
 def _load_app_model(session: Session, app_id: str) -> App | None:
     """Load the tenant-scoped app row with the request session owned by `with_session`."""
@@ -45,48 +45,6 @@ def _load_app_model_with_trial(app_id: str) -> App | None:
     return app_model
 
 
-@overload
-def with_session[T, **P, R](
-    view: Callable[Concatenate[T, Session, P], R],
-    *,
-    write: bool = True,
-) -> Callable[Concatenate[T, P], R]: ...
-
-
-@overload
-def with_session[T, **P, R](
-    view: None = None,
-    *,
-    write: bool = True,
-) -> Callable[[Callable[Concatenate[T, Session, P], R]], Callable[Concatenate[T, P], R]]: ...
-
-
-def with_session[T, **P, R](
-    view: Callable[Concatenate[T, Session, P], R] | None = None,
-    *,
-    write: bool = True,
-) -> (
-    Callable[Concatenate[T, P], R] | Callable[[Callable[Concatenate[T, Session, P], R]], Callable[Concatenate[T, P], R]]
-):
-    """Inject a request-scoped session, using a transaction only for write handlers."""
-
-    def decorator(view: Callable[Concatenate[T, Session, P], R]) -> Callable[Concatenate[T, P], R]:
-        @wraps(view)
-        def wrapper(self: T, *args: P.args, **kwargs: P.kwargs) -> R:
-            if write:
-                with session_factory.get_session_maker().begin() as session:
-                    return view(self, session, *args, **kwargs)
-
-            with session_factory.create_session() as session:
-                return view(self, session, *args, **kwargs)
-
-        return wrapper
-
-    if view is None:
-        return decorator
-    return decorator(view)
-
-
 def _get_injected_session(args: tuple[object, ...]) -> Session | None:
     """Return the request session inserted by `with_session`, if this handler has been migrated."""
     if len(args) < 2:

api/controllers/console/billing/billing.py

@@ -16,6 +16,8 @@ from controllers.console.wraps import (
     with_current_user,
 )
 from enums.cloud_plan import CloudPlan
+from extensions.ext_database import db
+from fields.base import ResponseModel
 from libs.login import login_required
 from models import Account
 from services.billing_service import BillingService
@@ -34,8 +36,12 @@ class BillingResponse(RootModel[dict[str, Any]]):
     root: dict[str, Any]
 
 
+class BillingInvoiceResponse(ResponseModel):
+    url: str
+
+
 register_schema_models(console_ns, SubscriptionQuery, PartnerTenantsPayload)
-register_response_schema_models(console_ns, BillingResponse)
+register_response_schema_models(console_ns, BillingResponse, BillingInvoiceResponse)
 
 
 @console_ns.route("/billing/subscription")
@@ -50,13 +56,13 @@ class Subscription(Resource):
     @with_current_tenant_id
     def get(self, current_tenant_id: str, current_user: Account):
         args = SubscriptionQuery.model_validate(request.args.to_dict(flat=True))
-        BillingService.is_tenant_owner_or_admin(current_user)
+        BillingService.is_tenant_owner_or_admin(db.session, current_user)
         return BillingService.get_subscription(args.plan, args.interval, current_user.email, current_tenant_id)
 
 
 @console_ns.route("/billing/invoices")
 class Invoices(Resource):
-    @console_ns.response(200, "Success", console_ns.models[BillingResponse.__name__])
+    @console_ns.response(200, "Success", console_ns.models[BillingInvoiceResponse.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -64,7 +70,7 @@ class Invoices(Resource):
     @with_current_user
     @with_current_tenant_id
     def get(self, current_tenant_id: str, current_user: Account):
-        BillingService.is_tenant_owner_or_admin(current_user)
+        BillingService.is_tenant_owner_or_admin(db.session, current_user)
         return BillingService.get_invoices(current_user.email, current_tenant_id)
 
 

api/controllers/console/datasets/data_source.py

@@ -243,72 +243,71 @@ class DataSourceNotionListApi(Resource):
         if not credential:
             raise NotFound("Credential not found.")
         exist_page_ids = []
-        with sessionmaker(db.engine).begin() as session:
-            # import notion in the exist dataset
-            if query.dataset_id:
-                dataset = DatasetService.get_dataset(query.dataset_id)
-                if not dataset:
-                    raise NotFound("Dataset not found.")
-                if dataset.data_source_type != "notion_import":
-                    raise ValueError("Dataset is not notion type.")
+        # import notion in the exist dataset
+        if query.dataset_id:
+            dataset = DatasetService.get_dataset(query.dataset_id, db.session)
+            if not dataset:
+                raise NotFound("Dataset not found.")
+            if dataset.data_source_type != "notion_import":
+                raise ValueError("Dataset is not notion type.")
 
-                documents = session.scalars(
-                    select(Document).where(
-                        Document.dataset_id == query.dataset_id,
-                        Document.tenant_id == current_tenant_id,
-                        Document.data_source_type == "notion_import",
-                        Document.enabled.is_(True),
-                    )
-                ).all()
-                if documents:
-                    for document in documents:
-                        data_source_info = json.loads(document.data_source_info)
-                        exist_page_ids.append(data_source_info["notion_page_id"])
-            # get all authorized pages
-            from core.datasource.datasource_manager import DatasourceManager
-
-            datasource_runtime = DatasourceManager.get_datasource_runtime(
-                provider_id="langgenius/notion_datasource/notion_datasource",
-                datasource_name="notion_datasource",
-                tenant_id=current_tenant_id,
-                datasource_type=DatasourceProviderType.ONLINE_DOCUMENT,
-            )
-            datasource_provider_service = DatasourceProviderService()
-            if credential:
-                datasource_runtime.runtime.credentials = credential
-            datasource_runtime = cast(OnlineDocumentDatasourcePlugin, datasource_runtime)
-            online_document_result: Generator[OnlineDocumentPagesMessage, None, None] = (
-                datasource_runtime.get_online_document_pages(
-                    user_id=current_user.id,
-                    datasource_parameters={},
-                    provider_type=datasource_runtime.datasource_provider_type(),
+            documents = db.session.scalars(
+                select(Document).where(
+                    Document.dataset_id == query.dataset_id,
+                    Document.tenant_id == current_tenant_id,
+                    Document.data_source_type == "notion_import",
+                    Document.enabled.is_(True),
                 )
+            ).all()
+            if documents:
+                for document in documents:
+                    data_source_info = json.loads(document.data_source_info)
+                    exist_page_ids.append(data_source_info["notion_page_id"])
+        # get all authorized pages
+        from core.datasource.datasource_manager import DatasourceManager
+
+        datasource_runtime = DatasourceManager.get_datasource_runtime(
+            provider_id="langgenius/notion_datasource/notion_datasource",
+            datasource_name="notion_datasource",
+            tenant_id=current_tenant_id,
+            datasource_type=DatasourceProviderType.ONLINE_DOCUMENT,
+        )
+        datasource_provider_service = DatasourceProviderService()
+        if credential:
+            datasource_runtime.runtime.credentials = credential
+        datasource_runtime = cast(OnlineDocumentDatasourcePlugin, datasource_runtime)
+        online_document_result: Generator[OnlineDocumentPagesMessage, None, None] = (
+            datasource_runtime.get_online_document_pages(
+                user_id=current_user.id,
+                datasource_parameters={},
+                provider_type=datasource_runtime.datasource_provider_type(),
             )
-            try:
-                pages = []
-                workspace_info = {}
-                for message in online_document_result:
-                    result = message.result
-                    for info in result:
-                        workspace_info = {
-                            "workspace_id": info.workspace_id,
-                            "workspace_name": info.workspace_name,
-                            "workspace_icon": info.workspace_icon,
+        )
+        try:
+            pages = []
+            workspace_info = {}
+            for message in online_document_result:
+                result = message.result
+                for info in result:
+                    workspace_info = {
+                        "workspace_id": info.workspace_id,
+                        "workspace_name": info.workspace_name,
+                        "workspace_icon": info.workspace_icon,
+                    }
+                    for page in info.pages:
+                        page_info = {
+                            "page_id": page.page_id,
+                            "page_name": page.page_name,
+                            "type": page.type,
+                            "parent_id": page.parent_id,
+                            "is_bound": page.page_id in exist_page_ids,
+                            "page_icon": page.page_icon,
                         }
-                        for page in info.pages:
-                            page_info = {
-                                "page_id": page.page_id,
-                                "page_name": page.page_name,
-                                "type": page.type,
-                                "parent_id": page.parent_id,
-                                "is_bound": page.page_id in exist_page_ids,
-                                "page_icon": page.page_icon,
-                            }
-                            pages.append(page_info)
-            except Exception as e:
-                raise e
-            notion_info = [{**workspace_info, "pages": pages}] if workspace_info else []
-            return dump_response(NotionIntegrateInfoListResponse, {"notion_info": notion_info}), 200
+                        pages.append(page_info)
+        except Exception as e:
+            raise e
+        notion_info = [{**workspace_info, "pages": pages}] if workspace_info else []
+        return dump_response(NotionIntegrateInfoListResponse, {"notion_info": notion_info}), 200
 
 
 @console_ns.route("/notion/pages/<uuid:page_id>/<string:page_type>/preview")
@@ -401,11 +400,11 @@ class DataSourceNotionDatasetSyncApi(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_CREATE_AND_MANAGEMENT)
     def get(self, dataset_id: UUID) -> tuple[dict[str, str], int]:
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
 
-        documents = DocumentService.get_document_by_dataset_id(dataset_id_str)
+        documents = DocumentService.get_document_by_dataset_id(dataset_id_str, db.session)
         for document in documents:
             document_indexing_sync_task.delay(dataset_id_str, document.id)
         return {"result": "success"}, 200
@@ -421,11 +420,11 @@ class DataSourceNotionDocumentSyncApi(Resource):
     def get(self, dataset_id: UUID, document_id: UUID) -> tuple[dict[str, str], int]:
         dataset_id_str = str(dataset_id)
         document_id_str = str(document_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
 
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
         if document is None:
             raise NotFound("Document not found.")
         document_indexing_sync_task.delay(dataset_id_str, document_id_str)

api/controllers/console/datasets/datasets.py

@@ -6,6 +6,7 @@ from flask import request
 from flask_restx import Resource
 from pydantic import BaseModel, Field, field_validator, model_validator
 from sqlalchemy import func, select
+from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden, NotFound
 
 import services
@@ -15,6 +16,7 @@ from controllers.common.schema import query_params_from_model, register_response
 from controllers.console import console_ns
 from controllers.console.apikey import ApiKeyItem, ApiKeyList
 from controllers.console.app.error import ProviderNotInitializeError
+from controllers.console.app.wraps import with_session
 from controllers.console.datasets.error import DatasetInUseError, DatasetNameDuplicateError, IndexingEstimateError
 from controllers.console.wraps import (
     RBACPermission,
@@ -538,7 +540,8 @@ class DatasetListApi(Resource):
     @cloud_edition_billing_rate_limit_check("knowledge")
     @with_current_user
     @with_current_tenant_id
-    def post(self, current_tenant_id: str, current_user: Account):
+    @with_session
+    def post(self, session: Session, current_tenant_id: str, current_user: Account):
         payload = DatasetCreatePayload.model_validate(console_ns.payload or {})
 
         # The role of the current user in the ta table must be admin, owner, or editor, or dataset_operator
@@ -552,6 +555,7 @@ class DatasetListApi(Resource):
 
         try:
             dataset = DatasetService.create_empty_dataset(
+                session=session,
                 tenant_id=current_tenant_id,
                 name=payload.name,
                 description=payload.description,
@@ -566,15 +570,15 @@ class DatasetListApi(Resource):
             raise DatasetNameDuplicateError()
 
         permission_keys_map = enterprise_rbac_service.RBACService.DatasetPermissions.batch_get(
-            str(current_tenant_id),
+            current_tenant_id,
             current_user.id,
-            [str(dataset.id)],
+            [dataset.id],
         )
 
         item = DatasetDetailWithPartialMembersResponse.model_validate(dataset, from_attributes=True).model_dump(
             mode="json"
         )
-        item["permission_keys"] = permission_keys_map.get(str(dataset.id), [])
+        item["permission_keys"] = permission_keys_map.get(dataset.id, [])
         return item, 201
 
 
@@ -598,15 +602,15 @@ class DatasetApi(Resource):
     @with_current_tenant_id
     def get(self, current_tenant_id: str, current_user: Account, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
         permissions = enterprise_rbac_service.RBACService.MyPermissions.get(
-            str(current_tenant_id),
+            current_tenant_id,
             current_user.id,
             dataset_id=dataset_id_str,
         )
@@ -618,7 +622,7 @@ class DatasetApi(Resource):
                 provider_id = ModelProviderID(dataset.embedding_model_provider)
                 data["embedding_model_provider"] = str(provider_id)
         if data.get("permission") == "partial_members":
-            part_users_list = DatasetPermissionService.get_dataset_partial_member_list(dataset_id_str)
+            part_users_list = DatasetPermissionService.get_dataset_partial_member_list(dataset_id_str, db.session)
             data.update({"partial_member_list": part_users_list})
 
         # check embedding setting
@@ -659,9 +663,10 @@ class DatasetApi(Resource):
     @with_current_user
     @with_current_tenant_id
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_EDIT)
-    def patch(self, current_tenant_id: str, current_user: Account, dataset_id: UUID):
+    @with_session
+    def patch(self, session: Session, current_tenant_id: str, current_user: Account, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
 
@@ -680,16 +685,16 @@ class DatasetApi(Resource):
         # The role of the current user in the ta table must be admin, owner, editor, or dataset_operator
         if not dify_config.RBAC_ENABLED:
             DatasetPermissionService.check_permission(
-                current_user, dataset, payload.permission, payload.partial_member_list
+                session, current_user, dataset, payload.permission, payload.partial_member_list
             )
 
-        dataset = DatasetService.update_dataset(dataset_id_str, payload_data, current_user)
+        dataset = DatasetService.update_dataset(session, dataset_id_str, payload_data, current_user)
 
         if dataset is None:
             raise NotFound("Dataset not found.")
 
         permission_keys_map = enterprise_rbac_service.RBACService.DatasetPermissions.batch_get(
-            str(current_tenant_id),
+            current_tenant_id,
             current_user.id,
             [dataset_id_str],
         )
@@ -698,12 +703,14 @@ class DatasetApi(Resource):
         tenant_id = current_tenant_id
 
         if payload.partial_member_list is not None and payload.permission == DatasetPermissionEnum.PARTIAL_TEAM:
-            DatasetPermissionService.update_partial_member_list(tenant_id, dataset_id_str, payload.partial_member_list)
+            DatasetPermissionService.update_partial_member_list(
+                tenant_id, dataset_id_str, payload.partial_member_list, db.session
+            )
         # clear partial member list when permission is only_me or all_team_members
         elif payload.permission in {DatasetPermissionEnum.ONLY_ME, DatasetPermissionEnum.ALL_TEAM}:
-            DatasetPermissionService.clear_partial_member_list(dataset_id_str)
+            DatasetPermissionService.clear_partial_member_list(dataset_id_str, db.session)
 
-        partial_member_list = DatasetPermissionService.get_dataset_partial_member_list(dataset_id_str)
+        partial_member_list = DatasetPermissionService.get_dataset_partial_member_list(dataset_id_str, db.session)
         result_data.update({"partial_member_list": partial_member_list})
 
         return result_data, 200
@@ -722,8 +729,8 @@ class DatasetApi(Resource):
             raise Forbidden()
 
         try:
-            if DatasetService.delete_dataset(dataset_id_str, current_user):
-                DatasetPermissionService.clear_partial_member_list(dataset_id_str)
+            if DatasetService.delete_dataset(dataset_id_str, current_user, db.session):
+                DatasetPermissionService.clear_partial_member_list(dataset_id_str, db.session)
                 return "", 204
             else:
                 raise NotFound("Dataset not found.")
@@ -748,7 +755,7 @@ class DatasetUseCheckApi(Resource):
     def get(self, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
 
-        dataset_is_using = DatasetService.dataset_use_check(dataset_id_str)
+        dataset_is_using = DatasetService.dataset_use_check(dataset_id_str, db.session)
         return {"is_using": dataset_is_using}, 200
 
 
@@ -769,12 +776,12 @@ class DatasetQueryApi(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_READONLY)
     def get(self, current_user: Account, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
 
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
@@ -910,16 +917,16 @@ class DatasetRelatedAppListApi(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_READONLY)
     def get(self, current_user: Account, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
 
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
-        app_dataset_joins = DatasetService.get_related_apps(dataset.id)
+        app_dataset_joins = DatasetService.get_related_apps(dataset.id, db.session)
 
         related_apps = []
         for app_dataset_join in app_dataset_joins:
@@ -1094,7 +1101,7 @@ class DatasetEnableApiApi(Resource):
     def post(self, dataset_id: UUID, status: str):
         dataset_id_str = str(dataset_id)
 
-        DatasetService.update_dataset_api_status(dataset_id_str, status == "enable")
+        DatasetService.update_dataset_api_status(dataset_id_str, status == "enable", db.session)
 
         return {"result": "success"}, 200
 
@@ -1163,10 +1170,10 @@ class DatasetErrorDocs(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_READONLY)
     def get(self, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
-        results = DocumentService.get_error_documents_by_dataset_id(dataset_id_str)
+        results = DocumentService.get_error_documents_by_dataset_id(dataset_id_str, db.session)
 
         return dump_response(ErrorDocsResponse, {"data": results, "total": len(results)}), 200
 
@@ -1190,15 +1197,15 @@ class DatasetPermissionUserListApi(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_READONLY)
     def get(self, current_user: Account, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
-        partial_members_list = DatasetPermissionService.get_dataset_partial_member_list(dataset_id_str)
+        partial_members_list = DatasetPermissionService.get_dataset_partial_member_list(dataset_id_str, db.session)
 
         return dump_response(PartialMemberListResponse, {"data": partial_members_list}), 200
 
@@ -1220,7 +1227,8 @@ class DatasetAutoDisableLogApi(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_READONLY)
     def get(self, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
-        return dump_response(AutoDisableLogsResponse, DatasetService.get_dataset_auto_disable_logs(dataset_id_str)), 200
+        auto_disable_logs = DatasetService.get_dataset_auto_disable_logs(dataset_id_str, db.session)
+        return dump_response(AutoDisableLogsResponse, auto_disable_logs), 200

api/controllers/console/datasets/datasets_document.py

@@ -46,9 +46,11 @@ from graphon.model_runtime.errors.invoke import InvokeAuthorizationError
 from libs.datetime_utils import naive_utc_now
 from libs.helper import dump_response, to_timestamp
 from libs.login import login_required
+from libs.pagination import paginate_query
 from models import Account, DatasetProcessRule, Document, DocumentSegment, UploadFile
 from models.dataset import DocumentPipelineExecutionLog
 from models.enums import IndexingStatus, SegmentStatus
+from services.dataset_ref_service import DatasetRefService
 from services.dataset_service import DatasetService, DocumentService
 from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig, ProcessRule, RetrievalModel
 from services.file_service import FileService
@@ -181,16 +183,16 @@ class DocumentResource(Resource):
     def get_document(
         self, dataset_id: str, document_id: str, current_user: Account, current_tenant_id: str
     ) -> Document:
-        dataset = DatasetService.get_dataset(dataset_id)
+        dataset = DatasetService.get_dataset(dataset_id, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
 
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
-        document = DocumentService.get_document(dataset_id, document_id)
+        document = DocumentService.get_document(dataset_id, document_id, session=db.session)
 
         if not document:
             raise NotFound("Document not found.")
@@ -201,16 +203,16 @@ class DocumentResource(Resource):
         return document
 
     def get_batch_documents(self, dataset_id: str, batch: str, current_user: Account) -> Sequence[Document]:
-        dataset = DatasetService.get_dataset(dataset_id)
+        dataset = DatasetService.get_dataset(dataset_id, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
 
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
-        documents = DocumentService.get_batch_documents(dataset_id, batch)
+        documents = DocumentService.get_batch_documents(dataset_id, batch, db.session)
 
         if not documents:
             raise NotFound("Documents not found.")
@@ -241,13 +243,13 @@ class GetProcessRuleApi(Resource):
             # get the latest process rule
             document = db.get_or_404(Document, document_id)
 
-            dataset = DatasetService.get_dataset(document.dataset_id)
+            dataset = DatasetService.get_dataset(document.dataset_id, db.session)
 
             if not dataset:
                 raise NotFound("Dataset not found.")
 
             try:
-                DatasetService.check_dataset_permission(dataset, current_user)
+                DatasetService.check_dataset_permission(dataset, current_user, db.session)
             except services.errors.account.NoPermissionError as e:
                 raise Forbidden(str(e))
 
@@ -317,12 +319,12 @@ class DatasetDocumentListApi(Resource):
                     )
         except (ArgumentTypeError, ValueError, Exception):
             fetch = False
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
 
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
@@ -367,7 +369,7 @@ class DatasetDocumentListApi(Resource):
                     desc(Document.position),
                 )
 
-        paginated_documents = db.paginate(select=query, page=page, per_page=limit, max_per_page=100, error_out=False)
+        paginated_documents = paginate_query(query, page=page, per_page=limit, max_per_page=100)
         documents = paginated_documents.items
 
         DocumentService.enrich_documents_with_summary_index_status(
@@ -421,7 +423,7 @@ class DatasetDocumentListApi(Resource):
     def post(self, current_user: Account, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
 
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
 
         if not dataset:
             raise NotFound("Dataset not found.")
@@ -431,7 +433,7 @@ class DatasetDocumentListApi(Resource):
             raise Forbidden()
 
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
@@ -444,8 +446,10 @@ class DatasetDocumentListApi(Resource):
         DocumentService.document_create_args_validate(knowledge_config)
 
         try:
-            documents, batch = DocumentService.save_document_with_dataset_id(dataset, knowledge_config, current_user)
-            dataset = DatasetService.get_dataset(dataset_id_str)
+            documents, batch = DocumentService.save_document_with_dataset_id(
+                dataset, knowledge_config, current_user, session=db.session
+            )
+            dataset = DatasetService.get_dataset(dataset_id_str, db.session)
 
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -464,7 +468,7 @@ class DatasetDocumentListApi(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_EDIT)
     def delete(self, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
         # check user's model setting
@@ -472,7 +476,8 @@ class DatasetDocumentListApi(Resource):
 
         try:
             document_ids = request.args.getlist("document_id")
-            DocumentService.delete_documents(dataset, document_ids)
+            dataset_ref = DatasetRefService.create_dataset_ref(dataset)
+            DocumentService.delete_documents(dataset_ref, document_ids, dataset.doc_form, db.session)
         except services.errors.document.DocumentIndexingError:
             raise DocumentIndexingError("Cannot delete document during indexing.")
 
@@ -531,6 +536,7 @@ class DatasetInitApi(Resource):
                 tenant_id=current_tenant_id,
                 knowledge_config=knowledge_config,
                 account=current_user,
+                session=db.session,
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -867,7 +873,7 @@ class DocumentApi(DocumentResource):
         if metadata == "only":
             response = {"id": document.id, "doc_type": document.doc_type, "doc_metadata": document.doc_metadata_details}
         elif metadata == "without":
-            dataset_process_rules = DatasetService.get_process_rules(dataset_id_str)
+            dataset_process_rules = DatasetService.get_process_rules(dataset_id_str, db.session)
             document_process_rules = document.dataset_process_rule.to_dict() if document.dataset_process_rule else {}
             response = {
                 "id": document.id,
@@ -901,7 +907,7 @@ class DocumentApi(DocumentResource):
                 "need_summary": document.need_summary if document.need_summary is not None else False,
             }
         else:
-            dataset_process_rules = DatasetService.get_process_rules(dataset_id_str)
+            dataset_process_rules = DatasetService.get_process_rules(dataset_id_str, db.session)
             document_process_rules = document.dataset_process_rule.to_dict() if document.dataset_process_rule else {}
             response = {
                 "id": document.id,
@@ -950,7 +956,7 @@ class DocumentApi(DocumentResource):
     def delete(self, current_tenant_id: str, current_user: Account, dataset_id: UUID, document_id: UUID):
         dataset_id_str = str(dataset_id)
         document_id_str = str(document_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
         # check user's model setting
@@ -959,7 +965,7 @@ class DocumentApi(DocumentResource):
         document = self.get_document(dataset_id_str, document_id_str, current_user, current_tenant_id)
 
         try:
-            DocumentService.delete_document(document)
+            DocumentService.delete_document(document, db.session)
         except services.errors.document.DocumentIndexingError:
             raise DocumentIndexingError("Cannot delete document during indexing.")
 
@@ -983,7 +989,7 @@ class DocumentDownloadApi(DocumentResource):
     def get(self, current_tenant_id: str, current_user: Account, dataset_id: UUID, document_id: UUID) -> dict[str, Any]:
         # Reuse the shared permission/tenant checks implemented in DocumentResource.
         document = self.get_document(str(dataset_id), str(document_id), current_user, current_tenant_id)
-        return {"url": DocumentService.get_document_download_url(document)}
+        return {"url": DocumentService.get_document_download_url(document, db.session)}
 
 
 @console_ns.route("/datasets/<uuid:dataset_id>/documents/download-zip")
@@ -1013,6 +1019,7 @@ class DocumentBatchDownloadZipApi(DocumentResource):
             document_ids=document_ids,
             tenant_id=current_tenant_id,
             current_user=current_user,
+            session=db.session,
         )
 
         # Delegate ZIP packing to FileService, but keep Flask response+cleanup in the route.
@@ -1161,7 +1168,7 @@ class DocumentStatusApi(DocumentResource):
         self, current_user: Account, dataset_id: UUID, action: Literal["enable", "disable", "archive", "un_archive"]
     ):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
 
@@ -1173,12 +1180,12 @@ class DocumentStatusApi(DocumentResource):
         DatasetService.check_dataset_model_setting(dataset)
 
         # check user's permission
-        DatasetService.check_dataset_permission(dataset, current_user)
+        DatasetService.check_dataset_permission(dataset, current_user, db.session)
 
         document_ids = request.args.getlist("document_id")
 
         try:
-            DocumentService.batch_update_document_status(dataset, document_ids, action, current_user)
+            DocumentService.batch_update_document_status(dataset, document_ids, action, current_user, db.session)
         except services.errors.document.DocumentIndexingError as e:
             raise InvalidActionError(str(e))
         except ValueError as e:
@@ -1202,11 +1209,11 @@ class DocumentPauseApi(DocumentResource):
         dataset_id_str = str(dataset_id)
         document_id_str = str(document_id)
 
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
 
-        document = DocumentService.get_document(dataset.id, document_id_str)
+        document = DocumentService.get_document(dataset.id, document_id_str, session=db.session)
 
         # 404 if document not found
         if document is None:
@@ -1218,7 +1225,7 @@ class DocumentPauseApi(DocumentResource):
 
         try:
             # pause document
-            DocumentService.pause_document(document)
+            DocumentService.pause_document(document, db.session)
         except services.errors.document.DocumentIndexingError:
             raise DocumentIndexingError("Cannot pause completed document.")
 
@@ -1237,10 +1244,10 @@ class DocumentRecoverApi(DocumentResource):
         """recover document."""
         dataset_id_str = str(dataset_id)
         document_id_str = str(document_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
-        document = DocumentService.get_document(dataset.id, document_id_str)
+        document = DocumentService.get_document(dataset.id, document_id_str, session=db.session)
 
         # 404 if document not found
         if document is None:
@@ -1251,7 +1258,7 @@ class DocumentRecoverApi(DocumentResource):
             raise ArchivedDocumentImmutableError()
         try:
             # pause document
-            DocumentService.recover_document(document)
+            DocumentService.recover_document(document, db.session)
         except services.errors.document.DocumentIndexingError:
             raise DocumentIndexingError("Document is not in paused status.")
 
@@ -1271,13 +1278,13 @@ class DocumentRetryApi(DocumentResource):
         """retry document."""
         payload = DocumentRetryPayload.model_validate(console_ns.payload or {})
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         retry_documents = []
         if not dataset:
             raise NotFound("Dataset not found.")
         for document_id in payload.document_ids:
             try:
-                document = DocumentService.get_document(dataset.id, document_id)
+                document = DocumentService.get_document(dataset.id, document_id, session=db.session)
 
                 # 404 if document not found
                 if document is None:
@@ -1295,7 +1302,7 @@ class DocumentRetryApi(DocumentResource):
                 logger.exception("Failed to retry document, document id: %s", document_id)
                 continue
         # retry document
-        DocumentService.retry_document(dataset_id_str, retry_documents)
+        DocumentService.retry_document(dataset_id_str, retry_documents, db.session)
 
         return "", 204
 
@@ -1313,14 +1320,14 @@ class DocumentRenameApi(DocumentResource):
         # The role of the current user in the ta table must be admin, owner, editor, or dataset_operator
         if not current_user.is_dataset_editor:
             raise Forbidden()
-        dataset = DatasetService.get_dataset(dataset_id)
+        dataset = DatasetService.get_dataset(dataset_id, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
-        DatasetService.check_dataset_operator_permission(current_user, dataset)
+        DatasetService.check_dataset_operator_permission(current_user, dataset, session=db.session)
         payload = DocumentRenamePayload.model_validate(console_ns.payload or {})
 
         try:
-            document = DocumentService.rename_document(str(dataset_id), str(document_id), payload.name)
+            document = DocumentService.rename_document(str(dataset_id), str(document_id), payload.name, db.session)
         except services.errors.document.DocumentIndexingError:
             raise DocumentIndexingError("Cannot delete document during indexing.")
 
@@ -1338,11 +1345,11 @@ class WebsiteDocumentSyncApi(DocumentResource):
     def get(self, current_tenant_id: str, dataset_id: UUID, document_id: UUID):
         """sync website document."""
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
         document_id_str = str(document_id)
-        document = DocumentService.get_document(dataset.id, document_id_str)
+        document = DocumentService.get_document(dataset.id, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
         if document.tenant_id != current_tenant_id:
@@ -1353,7 +1360,7 @@ class WebsiteDocumentSyncApi(DocumentResource):
         if DocumentService.check_archived(document):
             raise ArchivedDocumentImmutableError()
         # sync document
-        DocumentService.sync_website_document(dataset_id_str, document)
+        DocumentService.sync_website_document(dataset_id_str, document, db.session)
 
         return {"result": "success"}, 200
 
@@ -1373,10 +1380,10 @@ class DocumentPipelineExecutionLogApi(DocumentResource):
         dataset_id_str = str(dataset_id)
         document_id_str = str(document_id)
 
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
-        document = DocumentService.get_document(dataset.id, document_id_str)
+        document = DocumentService.get_document(dataset.id, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
         log = db.session.scalar(
@@ -1431,7 +1438,7 @@ class DocumentGenerateSummaryApi(Resource):
         dataset_id_str = str(dataset_id)
 
         # Get dataset
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
 
@@ -1440,7 +1447,7 @@ class DocumentGenerateSummaryApi(Resource):
             raise Forbidden()
 
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
@@ -1465,7 +1472,7 @@ class DocumentGenerateSummaryApi(Resource):
             raise ValueError("Summary index is not enabled for this dataset. Please enable it in the dataset settings.")
 
         # Verify all documents exist and belong to the dataset
-        documents = DocumentService.get_documents_by_ids(dataset_id_str, document_list)
+        documents = DocumentService.get_documents_by_ids(dataset_id_str, document_list, db.session)
 
         if len(documents) != len(document_list):
             found_ids = {doc.id for doc in documents}
@@ -1481,6 +1488,7 @@ class DocumentGenerateSummaryApi(Resource):
             DocumentService.update_documents_need_summary(
                 dataset_id=dataset_id_str,
                 document_ids=document_ids_to_update,
+                session=db.session,
                 need_summary=True,
             )
 
@@ -1531,13 +1539,13 @@ class DocumentSummaryStatusApi(DocumentResource):
         document_id_str = str(document_id)
 
         # Get dataset
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
 
         # Check permissions
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
@@ -1547,6 +1555,7 @@ class DocumentSummaryStatusApi(DocumentResource):
         result = SummaryIndexService.get_document_summary_status_detail(
             document_id=document_id_str,
             dataset_id=dataset_id_str,
+            session=db.session,
         )
 
         return result, 200

api/controllers/console/datasets/datasets_segments.py

@@ -57,9 +57,11 @@ from fields.segment_fields import (
 from graphon.model_runtime.entities.model_entities import ModelType
 from libs.helper import dump_response, escape_like_pattern
 from libs.login import login_required
+from libs.pagination import paginate_query
 from models import Account
-from models.dataset import ChildChunk, DocumentSegment
+from models.dataset import Dataset, Document, DocumentSegment
 from models.model import UploadFile
+from services.dataset_ref_service import DatasetRefService, SegmentRef
 from services.dataset_service import DatasetService, DocumentService, SegmentService
 from services.entities.knowledge_entities.knowledge_entities import ChildChunkUpdateArgs, SegmentUpdateArgs
 from services.errors.chunk import ChildChunkDeleteIndexError as ChildChunkDeleteIndexServiceError
@@ -162,6 +164,21 @@ register_response_schema_models(
 )
 
 
+def _get_segment_for_document(
+    dataset: Dataset, document: Document, segment_id: str
+) -> tuple[SegmentRef, DocumentSegment]:
+    dataset_ref = DatasetRefService.create_dataset_ref(dataset)
+    document_ref = DatasetRefService.create_document_ref(dataset_ref, document)
+    if document_ref is None:
+        raise NotFound("Document not found.")
+
+    segment_ref = DatasetRefService.create_segment_ref(document_ref, segment_id)
+    segment = SegmentService.get_segment_by_ref(segment_ref)
+    if not segment:
+        raise NotFound("Segment not found.")
+    return segment_ref, segment
+
+
 @console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments")
 class DatasetDocumentSegmentListApi(Resource):
     @console_ns.doc(params=SegmentDocParams.DATASET_DOCUMENT)
@@ -176,16 +193,16 @@ class DatasetDocumentSegmentListApi(Resource):
     def get(self, current_tenant_id: str, current_user: Account, dataset_id: UUID, document_id: UUID):
         dataset_id_str = str(dataset_id)
         document_id_str = str(document_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
 
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
 
         if not document:
             raise NotFound("Document not found.")
@@ -254,7 +271,7 @@ class DatasetDocumentSegmentListApi(Resource):
             elif args.enabled.lower() == "false":
                 query = query.where(DocumentSegment.enabled == False)
 
-        segments = db.paginate(select=query, page=page, per_page=limit, max_per_page=100, error_out=False)
+        segments = paginate_query(query, page=page, per_page=limit, max_per_page=100)
 
         segment_list = list(segments.items)
         segment_ids = [segment.id for segment in segment_list]
@@ -286,14 +303,14 @@ class DatasetDocumentSegmentListApi(Resource):
     def delete(self, current_user: Account, dataset_id: UUID, document_id: UUID):
         # check dataset
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
         # check user's model setting
         DatasetService.check_dataset_model_setting(dataset)
         # check document
         document_id_str = str(document_id)
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
         segment_ids = request.args.getlist("segment_id")
@@ -302,10 +319,10 @@ class DatasetDocumentSegmentListApi(Resource):
         if not current_user.is_dataset_editor:
             raise Forbidden()
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
-        SegmentService.delete_segments(segment_ids, document, dataset)
+        SegmentService.delete_segments(segment_ids, document, dataset, db.session)
         return "", 204
 
 
@@ -331,11 +348,11 @@ class DatasetDocumentSegmentApi(Resource):
         action: Literal["enable", "disable"],
     ):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
         document_id_str = str(document_id)
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
         # check user's model setting
@@ -345,7 +362,7 @@ class DatasetDocumentSegmentApi(Resource):
             raise Forbidden()
 
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
         if dataset.indexing_technique == IndexTechniqueType.HIGH_QUALITY:
@@ -371,7 +388,7 @@ class DatasetDocumentSegmentApi(Resource):
         if cache_result is not None:
             raise InvalidActionError("Document is being indexed, please try again later")
         try:
-            SegmentService.update_segments_status(segment_ids, action, dataset, document)
+            SegmentService.update_segments_status(segment_ids, action, dataset, document, db.session)
         except Exception as e:
             raise InvalidActionError(str(e))
         return dump_response(SimpleResultResponse, {"result": "success"}), 200
@@ -394,12 +411,12 @@ class DatasetDocumentSegmentAddApi(Resource):
     def post(self, current_tenant_id: str, current_user: Account, dataset_id: UUID, document_id: UUID):
         # check dataset
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
         # check document
         document_id_str = str(document_id)
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
         if not current_user.is_dataset_editor:
@@ -421,14 +438,14 @@ class DatasetDocumentSegmentAddApi(Resource):
             except ProviderTokenNotInitError as ex:
                 raise ProviderNotInitializeError(ex.description)
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
         # validate args
         payload = SegmentCreatePayload.model_validate(console_ns.payload or {})
         payload_dict = payload.model_dump(exclude_none=True)
         SegmentService.segment_create_args_validate(payload_dict, document)
-        segment = type_cast(DocumentSegment, SegmentService.create_segment(payload_dict, document, dataset))
+        segment = type_cast(DocumentSegment, SegmentService.create_segment(payload_dict, document, dataset, db.session))
         summary = SummaryIndexService.get_segment_summary(segment_id=segment.id, dataset_id=dataset_id_str)
         response = {
             "data": segment_response_with_summary(segment, summary.summary_content if summary else None),
@@ -455,16 +472,23 @@ class DatasetDocumentSegmentUpdateApi(Resource):
     ):
         # check dataset
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
         # check user's model setting
         DatasetService.check_dataset_model_setting(dataset)
         # check document
         document_id_str = str(document_id)
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
+        # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
+        if not current_user.is_dataset_editor:
+            raise Forbidden()
+        try:
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
+        except services.errors.account.NoPermissionError as e:
+            raise Forbidden(str(e))
         if dataset.indexing_technique == IndexTechniqueType.HIGH_QUALITY:
             # check embedding model setting
             try:
@@ -481,22 +505,8 @@ class DatasetDocumentSegmentUpdateApi(Resource):
                 )
             except ProviderTokenNotInitError as ex:
                 raise ProviderNotInitializeError(ex.description)
-            # check segment
         segment_id_str = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
-            .where(DocumentSegment.id == segment_id_str, DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
-        )
-        if not segment:
-            raise NotFound("Segment not found.")
-        # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
-        if not current_user.is_dataset_editor:
-            raise Forbidden()
-        try:
-            DatasetService.check_dataset_permission(dataset, current_user)
-        except services.errors.account.NoPermissionError as e:
-            raise Forbidden(str(e))
+        _, segment = _get_segment_for_document(dataset, document, segment_id_str)
         # validate args
         payload = SegmentUpdatePayload.model_validate(console_ns.payload or {})
         payload_dict = payload.model_dump(exclude_none=True)
@@ -504,7 +514,11 @@ class DatasetDocumentSegmentUpdateApi(Resource):
 
         # Update segment (summary update with change detection is handled in SegmentService.update_segment)
         segment = SegmentService.update_segment(
-            SegmentUpdateArgs.model_validate(payload.model_dump(exclude_none=True)), segment, document, dataset
+            SegmentUpdateArgs.model_validate(payload.model_dump(exclude_none=True)),
+            segment,
+            document,
+            dataset,
+            db.session,
         )
         summary = SummaryIndexService.get_segment_summary(segment_id=segment.id, dataset_id=dataset_id_str)
         response = {
@@ -527,33 +541,26 @@ class DatasetDocumentSegmentUpdateApi(Resource):
     ):
         # check dataset
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
         # check user's model setting
         DatasetService.check_dataset_model_setting(dataset)
         # check document
         document_id_str = str(document_id)
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
-        # check segment
-        segment_id_str = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
-            .where(DocumentSegment.id == segment_id_str, DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
-        )
-        if not segment:
-            raise NotFound("Segment not found.")
         # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
         if not current_user.is_dataset_editor:
             raise Forbidden()
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
-        SegmentService.delete_segment(segment, document, dataset)
+        segment_id_str = str(segment_id)
+        _, segment = _get_segment_for_document(dataset, document, segment_id_str)
+        SegmentService.delete_segment(segment, document, dataset, db.session)
         return "", 204
 
 
@@ -576,12 +583,12 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
     def post(self, current_tenant_id: str, current_user: Account, dataset_id: UUID, document_id: UUID):
         # check dataset
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
         # check document
         document_id_str = str(document_id)
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
 
@@ -651,25 +658,20 @@ class ChildChunkAddApi(Resource):
     ):
         # check dataset
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
         # check document
         document_id_str = str(document_id)
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
-        # check segment
-        segment_id_str = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
-            .where(DocumentSegment.id == segment_id_str, DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
-        )
-        if not segment:
-            raise NotFound("Segment not found.")
         if not current_user.is_dataset_editor:
             raise Forbidden()
+        try:
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
+        except services.errors.account.NoPermissionError as e:
+            raise Forbidden(str(e))
         # check embedding model setting
         if dataset.indexing_technique == IndexTechniqueType.HIGH_QUALITY:
             try:
@@ -686,14 +688,12 @@ class ChildChunkAddApi(Resource):
                 )
             except ProviderTokenNotInitError as ex:
                 raise ProviderNotInitializeError(ex.description)
-        try:
-            DatasetService.check_dataset_permission(dataset, current_user)
-        except services.errors.account.NoPermissionError as e:
-            raise Forbidden(str(e))
+        segment_id_str = str(segment_id)
+        _, segment = _get_segment_for_document(dataset, document, segment_id_str)
         # validate args
         try:
             payload = ChildChunkCreatePayload.model_validate(console_ns.payload or {})
-            child_chunk = SegmentService.create_child_chunk(payload.content, segment, document, dataset)
+            child_chunk = SegmentService.create_child_chunk(payload.content, segment, document, dataset, db.session)
         except ChildChunkIndexingServiceError as e:
             raise ChildChunkIndexingError(str(e))
         return dump_response(ChildChunkDetailResponse, {"data": child_chunk}), 200
@@ -709,25 +709,18 @@ class ChildChunkAddApi(Resource):
     def get(self, current_tenant_id: str, dataset_id: UUID, document_id: UUID, segment_id: UUID):
         # check dataset
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
         # check user's model setting
         DatasetService.check_dataset_model_setting(dataset)
         # check document
         document_id_str = str(document_id)
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
-        # check segment
         segment_id_str = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
-            .where(DocumentSegment.id == segment_id_str, DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
-        )
-        if not segment:
-            raise NotFound("Segment not found.")
+        _get_segment_for_document(dataset, document, segment_id_str)
         args = query_params_from_request(ChildChunkListQuery, use_defaults_for_malformed_ints=True)
 
         page = args.page
@@ -766,36 +759,29 @@ class ChildChunkAddApi(Resource):
     ):
         # check dataset
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
         # check user's model setting
         DatasetService.check_dataset_model_setting(dataset)
         # check document
         document_id_str = str(document_id)
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
-            # check segment
-        segment_id_str = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
-            .where(DocumentSegment.id == segment_id_str, DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
-        )
-        if not segment:
-            raise NotFound("Segment not found.")
         # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
         if not current_user.is_dataset_editor:
             raise Forbidden()
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
+        segment_id_str = str(segment_id)
+        _, segment = _get_segment_for_document(dataset, document, segment_id_str)
         # validate args
         payload = ChildChunkBatchUpdatePayload.model_validate(console_ns.payload or {})
         try:
-            child_chunks = SegmentService.update_child_chunks(payload.chunks, segment, document, dataset)
+            child_chunks = SegmentService.update_child_chunks(payload.chunks, segment, document, dataset, db.session)
         except ChildChunkIndexingServiceError as e:
             raise ChildChunkIndexingError(str(e))
         return dump_response(ChildChunkBatchUpdateResponse, {"data": child_chunks}), 200
@@ -825,48 +811,31 @@ class ChildChunkUpdateApi(Resource):
     ):
         # check dataset
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
         # check user's model setting
         DatasetService.check_dataset_model_setting(dataset)
         # check document
         document_id_str = str(document_id)
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
-        # check segment
-        segment_id_str = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
-            .where(DocumentSegment.id == segment_id_str, DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
-        )
-        if not segment:
-            raise NotFound("Segment not found.")
-        # check child chunk
-        child_chunk_id_str = str(child_chunk_id)
-        child_chunk = db.session.scalar(
-            select(ChildChunk)
-            .where(
-                ChildChunk.id == child_chunk_id_str,
-                ChildChunk.tenant_id == current_tenant_id,
-                ChildChunk.segment_id == segment.id,
-                ChildChunk.document_id == document_id_str,
-            )
-            .limit(1)
-        )
-        if not child_chunk:
-            raise NotFound("Child chunk not found.")
         # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
         if not current_user.is_dataset_editor:
             raise Forbidden()
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
+        segment_id_str = str(segment_id)
+        segment_ref, _ = _get_segment_for_document(dataset, document, segment_id_str)
+        child_chunk_id_str = str(child_chunk_id)
+        child_chunk = SegmentService.get_child_chunk_by_segment_ref(child_chunk_id_str, segment_ref)
+        if not child_chunk:
+            raise NotFound("Child chunk not found.")
         try:
-            SegmentService.delete_child_chunk(child_chunk, dataset)
+            SegmentService.delete_child_chunk(child_chunk, dataset, db.session)
         except ChildChunkDeleteIndexServiceError as e:
             raise ChildChunkDeleteIndexError(str(e))
         return "", 204
@@ -893,50 +862,35 @@ class ChildChunkUpdateApi(Resource):
     ):
         # check dataset
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if not dataset:
             raise NotFound("Dataset not found.")
         # check user's model setting
         DatasetService.check_dataset_model_setting(dataset)
         # check document
         document_id_str = str(document_id)
-        document = DocumentService.get_document(dataset_id_str, document_id_str)
+        document = DocumentService.get_document(dataset_id_str, document_id_str, session=db.session)
         if not document:
             raise NotFound("Document not found.")
-            # check segment
-        segment_id_str = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
-            .where(DocumentSegment.id == segment_id_str, DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
-        )
-        if not segment:
-            raise NotFound("Segment not found.")
-        # check child chunk
-        child_chunk_id_str = str(child_chunk_id)
-        child_chunk = db.session.scalar(
-            select(ChildChunk)
-            .where(
-                ChildChunk.id == child_chunk_id_str,
-                ChildChunk.tenant_id == current_tenant_id,
-                ChildChunk.segment_id == segment.id,
-                ChildChunk.document_id == document_id_str,
-            )
-            .limit(1)
-        )
-        if not child_chunk:
-            raise NotFound("Child chunk not found.")
         # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
         if not current_user.is_dataset_editor:
             raise Forbidden()
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
+        segment_id_str = str(segment_id)
+        segment_ref, segment = _get_segment_for_document(dataset, document, segment_id_str)
+        child_chunk_id_str = str(child_chunk_id)
+        child_chunk = SegmentService.get_child_chunk_by_segment_ref(child_chunk_id_str, segment_ref)
+        if not child_chunk:
+            raise NotFound("Child chunk not found.")
         # validate args
         try:
             payload = ChildChunkUpdatePayload.model_validate(console_ns.payload or {})
-            child_chunk = SegmentService.update_child_chunk(payload.content, child_chunk, segment, document, dataset)
+            child_chunk = SegmentService.update_child_chunk(
+                payload.content, child_chunk, segment, document, dataset, db.session
+            )
         except ChildChunkIndexingServiceError as e:
             raise ChildChunkIndexingError(str(e))
         return dump_response(ChildChunkDetailResponse, {"data": child_chunk}), 200

api/controllers/console/datasets/external.py

@@ -4,6 +4,7 @@ from uuid import UUID
 from flask import request
 from flask_restx import Resource, fields, marshal
 from pydantic import BaseModel, Field, RootModel
+from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
@@ -15,6 +16,7 @@ from controllers.common.schema import (
     register_schema_models,
 )
 from controllers.console import console_ns
+from controllers.console.app.wraps import with_session
 from controllers.console.datasets.error import DatasetNameDuplicateError
 from controllers.console.wraps import (
     RBACPermission,
@@ -207,7 +209,8 @@ class ExternalApiTemplateListApi(Resource):
     )
     @with_current_user
     @with_current_tenant_id
-    def post(self, current_tenant_id: str, current_user: Account):
+    @with_session
+    def post(self, session: Session, current_tenant_id: str, current_user: Account):
         payload = ExternalKnowledgeApiPayload.model_validate(console_ns.payload or {})
 
         ExternalDatasetService.validate_api_list(payload.settings)
@@ -218,7 +221,10 @@ class ExternalApiTemplateListApi(Resource):
 
         try:
             external_knowledge_api = ExternalDatasetService.create_external_knowledge_api(
-                tenant_id=current_tenant_id, user_id=current_user.id, args=payload.model_dump()
+                tenant_id=current_tenant_id,
+                user_id=current_user.id,
+                args=payload.model_dump(),
+                session=session,
             )
         except services.errors.dataset.DatasetNameDuplicateError:
             raise DatasetNameDuplicateError()
@@ -241,10 +247,11 @@ class ExternalApiTemplateApi(Resource):
     @login_required
     @account_initialization_required
     @with_current_tenant_id
-    def get(self, current_tenant_id: str, external_knowledge_api_id: UUID):
+    @with_session
+    def get(self, session: Session, current_tenant_id: str, external_knowledge_api_id: UUID):
         external_knowledge_api_id_str = str(external_knowledge_api_id)
         external_knowledge_api = ExternalDatasetService.get_external_knowledge_api(
-            external_knowledge_api_id_str, current_tenant_id
+            external_knowledge_api_id=external_knowledge_api_id_str, tenant_id=current_tenant_id, session=session
         )
         if external_knowledge_api is None:
             raise NotFound("API template not found.")
@@ -262,7 +269,8 @@ class ExternalApiTemplateApi(Resource):
     @console_ns.expect(console_ns.models[ExternalKnowledgeApiPayload.__name__])
     @with_current_user
     @with_current_tenant_id
-    def patch(self, current_tenant_id: str, current_user: Account, external_knowledge_api_id: UUID):
+    @with_session
+    def patch(self, session: Session, current_tenant_id: str, current_user: Account, external_knowledge_api_id: UUID):
         external_knowledge_api_id_str = str(external_knowledge_api_id)
 
         payload = ExternalKnowledgeApiPayload.model_validate(console_ns.payload or {})
@@ -273,6 +281,7 @@ class ExternalApiTemplateApi(Resource):
             user_id=current_user.id,
             external_knowledge_api_id=external_knowledge_api_id_str,
             args=payload.model_dump(),
+            session=session,
         )
 
         return external_knowledge_api.to_dict(), 200
@@ -283,13 +292,14 @@ class ExternalApiTemplateApi(Resource):
     @console_ns.response(204, "External knowledge API deleted successfully")
     @with_current_user
     @with_current_tenant_id
-    def delete(self, current_tenant_id: str, current_user: Account, external_knowledge_api_id: UUID):
+    @with_session
+    def delete(self, session: Session, current_tenant_id: str, current_user: Account, external_knowledge_api_id: UUID):
         external_knowledge_api_id_str = str(external_knowledge_api_id)
 
         if not (current_user.has_edit_permission or current_user.is_dataset_operator):
             raise Forbidden()
 
-        ExternalDatasetService.delete_external_knowledge_api(current_tenant_id, external_knowledge_api_id_str)
+        ExternalDatasetService.delete_external_knowledge_api(session, current_tenant_id, external_knowledge_api_id_str)
         return "", 204
 
 
@@ -303,11 +313,14 @@ class ExternalApiUseCheckApi(Resource):
     @login_required
     @account_initialization_required
     @with_current_tenant_id
-    def get(self, current_tenant_id: str, external_knowledge_api_id: UUID):
+    @with_session
+    def get(self, session: Session, current_tenant_id: str, external_knowledge_api_id: UUID):
         external_knowledge_api_id_str = str(external_knowledge_api_id)
 
         external_knowledge_api_is_using, count = ExternalDatasetService.external_knowledge_api_use_check(
-            external_knowledge_api_id_str, current_tenant_id
+            session,
+            external_knowledge_api_id_str,
+            current_tenant_id,
         )
         return {"is_using": external_knowledge_api_is_using, "count": count}, 200
 
@@ -327,7 +340,8 @@ class ExternalDatasetCreateApi(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_EXTERNAL_CONNECT)
     @with_current_user
     @with_current_tenant_id
-    def post(self, current_tenant_id: str, current_user: Account):
+    @with_session
+    def post(self, session: Session, current_tenant_id: str, current_user: Account):
         # The role of the current user in the ta table must be admin, owner, or editor
         payload = ExternalDatasetCreatePayload.model_validate(console_ns.payload or {})
         args = payload.model_dump(exclude_none=True)
@@ -341,6 +355,7 @@ class ExternalDatasetCreateApi(Resource):
                 tenant_id=current_tenant_id,
                 user_id=current_user.id,
                 args=args,
+                session=session,
             )
         except services.errors.dataset.DatasetNameDuplicateError:
             raise DatasetNameDuplicateError()
@@ -375,14 +390,15 @@ class ExternalKnowledgeHitTestingApi(Resource):
     @account_initialization_required
     @with_current_user
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_PIPELINE_TEST)
-    def post(self, current_user: Account, dataset_id: UUID):
+    @with_session
+    def post(self, session: Session, current_user: Account, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
 
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
@@ -391,7 +407,7 @@ class ExternalKnowledgeHitTestingApi(Resource):
 
         try:
             response = HitTestingService.external_retrieve(
-                session=db.session,
+                session=session,
                 dataset=dataset,
                 query=payload.query,
                 account=current_user,

api/controllers/console/datasets/hit_testing.py

@@ -3,8 +3,10 @@ from __future__ import annotations
 from uuid import UUID
 
 from flask_restx import Resource
+from sqlalchemy.orm import Session
 
 from controllers.common.schema import register_response_schema_models, register_schema_models
+from controllers.console.app.wraps import with_session
 from controllers.console.wraps import RBACPermission, RBACResourceScope, rbac_permission_required
 from fields.hit_testing_fields import HitTestingResponse
 from libs.helper import dump_response
@@ -45,7 +47,10 @@ class HitTestingApi(Resource, DatasetsHitTestingBase):
     @with_current_tenant_id
     @with_current_user
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_PIPELINE_TEST)
-    def post(self, current_user: Account, current_tenant_id: str, dataset_id: UUID) -> dict[str, object]:
+    @with_session
+    def post(
+        self, session: Session, current_user: Account, current_tenant_id: str, dataset_id: UUID
+    ) -> dict[str, object]:
         dataset_id_str = str(dataset_id)
 
         dataset = self.get_and_validate_dataset(dataset_id_str, current_user, current_tenant_id)
@@ -54,5 +59,5 @@ class HitTestingApi(Resource, DatasetsHitTestingBase):
 
         return dump_response(
             HitTestingResponse,
-            self.perform_hit_testing(dataset, args, current_user, current_tenant_id),
+            self.perform_hit_testing(session, dataset, args, current_user, current_tenant_id),
         )

api/controllers/console/datasets/hit_testing_base.py

@@ -2,6 +2,7 @@ import logging
 from typing import Any, cast
 
 from pydantic import BaseModel, Field
+from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
@@ -85,12 +86,12 @@ class DatasetsHitTestingBase:
         dataset_id: str, current_user: Account | None = None, current_tenant_id: str | None = None
     ) -> Dataset:
         current_user, _ = resolve_account_fallback(current_user, current_tenant_id)
-        dataset = DatasetService.get_dataset(dataset_id)
+        dataset = DatasetService.get_dataset(dataset_id, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
 
         try:
-            DatasetService.check_dataset_permission(dataset, current_user)
+            DatasetService.check_dataset_permission(dataset, current_user, db.session)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
@@ -108,6 +109,7 @@ class DatasetsHitTestingBase:
 
     @staticmethod
     def perform_hit_testing(
+        session: Session,
         dataset: Dataset,
         args: dict[str, Any],
         current_user: Account | None = None,
@@ -116,7 +118,7 @@ class DatasetsHitTestingBase:
         try:
             current_user, _ = resolve_account_fallback(current_user, current_tenant_id)
             response = HitTestingService.retrieve(
-                session=db.session,
+                session=session,
                 dataset=dataset,
                 query=cast(str, args.get("query")),
                 account=current_user,

api/controllers/console/datasets/metadata.py

@@ -61,10 +61,10 @@ class DatasetMetadataCreateApi(Resource):
         metadata_args = MetadataArgs.model_validate(console_ns.payload or {})
 
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
-        DatasetService.check_dataset_permission(dataset, current_user)
+        DatasetService.check_dataset_permission(dataset, current_user, db.session)
 
         metadata = MetadataService.create_metadata(
             db.session(), dataset_id_str, metadata_args, current_user, current_tenant_id
@@ -81,7 +81,7 @@ class DatasetMetadataCreateApi(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_CREATE_AND_MANAGEMENT)
     def get(self, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
         metadata = MetadataService.get_dataset_metadatas(db.session(), dataset)
@@ -105,10 +105,10 @@ class DatasetMetadataApi(Resource):
 
         dataset_id_str = str(dataset_id)
         metadata_id_str = str(metadata_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
-        DatasetService.check_dataset_permission(dataset, current_user)
+        DatasetService.check_dataset_permission(dataset, current_user, db.session)
 
         metadata = MetadataService.update_metadata_name(
             db.session(), dataset_id_str, metadata_id_str, name, current_user, current_tenant_id
@@ -125,10 +125,10 @@ class DatasetMetadataApi(Resource):
     def delete(self, current_user: Account, dataset_id: UUID, metadata_id: UUID):
         dataset_id_str = str(dataset_id)
         metadata_id_str = str(metadata_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
-        DatasetService.check_dataset_permission(dataset, current_user)
+        DatasetService.check_dataset_permission(dataset, current_user, db.session)
 
         MetadataService.delete_metadata(db.session(), dataset_id_str, metadata_id_str)
         # Frontend callers only await success and invalidate metadata caches; no response body is consumed.
@@ -162,10 +162,10 @@ class DatasetMetadataBuiltInFieldActionApi(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_EDIT)
     def post(self, current_user: Account, dataset_id: UUID, action: Literal["enable", "disable"]):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
-        DatasetService.check_dataset_permission(dataset, current_user)
+        DatasetService.check_dataset_permission(dataset, current_user, db.session)
 
         match action:
             case "enable":
@@ -191,10 +191,10 @@ class DocumentMetadataEditApi(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_EDIT)
     def post(self, current_user: Account, dataset_id: UUID):
         dataset_id_str = str(dataset_id)
-        dataset = DatasetService.get_dataset(dataset_id_str)
+        dataset = DatasetService.get_dataset(dataset_id_str, db.session)
         if dataset is None:
             raise NotFound("Dataset not found.")
-        DatasetService.check_dataset_permission(dataset, current_user)
+        DatasetService.check_dataset_permission(dataset, current_user, db.session)
 
         metadata_args = MetadataOperationData.model_validate(console_ns.payload or {})
 

api/controllers/console/datasets/rag_pipeline/rag_pipeline.py

@@ -5,7 +5,7 @@ from flask import request
 from flask_restx import Resource
 from pydantic import BaseModel, Field
 from sqlalchemy import select
-from sqlalchemy.orm import sessionmaker
+from sqlalchemy.orm import Session, sessionmaker
 from werkzeug.exceptions import NotFound
 
 from controllers.common.fields import SimpleDataResponse
@@ -16,6 +16,7 @@ from controllers.common.schema import (
     register_schema_models,
 )
 from controllers.console import console_ns
+from controllers.console.app.wraps import with_session
 from controllers.console.wraps import (
     account_initialization_required,
     enterprise_license_required,
@@ -102,10 +103,13 @@ class PipelineTemplateListApi(Resource):
     @account_initialization_required
     @enterprise_license_required
     @with_current_tenant_id
-    def get(self, current_tenant_id: str) -> JsonResponseWithStatus:
+    @with_session
+    def get(self, session: Session, current_tenant_id: str) -> JsonResponseWithStatus:
         query = PipelineTemplateListQuery.model_validate(request.args.to_dict(flat=True))
         # get pipeline templates
-        pipeline_templates = RagPipelineService.get_pipeline_templates(query.type, query.language, current_tenant_id)
+        pipeline_templates = RagPipelineService.get_pipeline_templates(
+            session, query.type, query.language, current_tenant_id
+        )
         return dump_response(PipelineTemplateListResponse, pipeline_templates), 200
 
 
@@ -117,10 +121,11 @@ class PipelineTemplateDetailApi(Resource):
     @login_required
     @account_initialization_required
     @enterprise_license_required
-    def get(self, template_id: str) -> JsonResponseWithStatus:
+    @with_session
+    def get(self, session: Session, template_id: str) -> JsonResponseWithStatus:
         query = PipelineTemplateDetailQuery.model_validate(request.args.to_dict(flat=True))
         rag_pipeline_service = RagPipelineService()
-        pipeline_template = rag_pipeline_service.get_pipeline_template_detail(template_id, query.type)
+        pipeline_template = rag_pipeline_service.get_pipeline_template_detail(session, template_id, query.type)
         if pipeline_template is None:
             raise NotFound("Pipeline template not found from upstream service.")
         return dump_response(PipelineTemplateDetailResponse, pipeline_template), 200

api/controllers/console/datasets/rag_pipeline/rag_pipeline_datasets.py

@@ -1,6 +1,5 @@
 from flask_restx import Resource
 from pydantic import BaseModel
-from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden
 
 import services
@@ -66,19 +65,19 @@ class CreateRagPipelineDatasetApi(Resource):
             yaml_content=payload.yaml_content,
         )
         try:
-            with Session(db.engine, expire_on_commit=False) as session:
-                rag_pipeline_dsl_service = RagPipelineDslService(session)
-                import_info = rag_pipeline_dsl_service.create_rag_pipeline_dataset(
-                    tenant_id=current_tenant_id,
-                    rag_pipeline_dataset_create_entity=rag_pipeline_dataset_create_entity,
-                )
-                session.commit()
+            rag_pipeline_dsl_service = RagPipelineDslService(db.session)
+            import_info = rag_pipeline_dsl_service.create_rag_pipeline_dataset(
+                tenant_id=current_tenant_id,
+                rag_pipeline_dataset_create_entity=rag_pipeline_dataset_create_entity,
+            )
             if rag_pipeline_dataset_create_entity.permission == "partial_members":
                 DatasetPermissionService.update_partial_member_list(
                     current_tenant_id,
                     import_info["dataset_id"],
                     rag_pipeline_dataset_create_entity.partial_member_list,
+                    db.session,
                 )
+            db.session.commit()
         except services.errors.dataset.DatasetNameDuplicateError:
             raise DatasetNameDuplicateError()
 
@@ -111,5 +110,6 @@ class CreateEmptyRagPipelineDatasetApi(Resource):
                 permission=DatasetPermissionEnum.ONLY_ME,
                 partial_member_list=None,
             ),
+            session=db.session,
         )
         return dump_response(DatasetDetailResponse, dataset), 201

api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py

@@ -6,7 +6,7 @@ from uuid import UUID
 from flask import abort, request
 from flask_restx import Resource
 from pydantic import BaseModel, Field, RootModel, ValidationError
-from sqlalchemy.orm import sessionmaker
+from sqlalchemy.orm import Session, sessionmaker
 from werkzeug.exceptions import BadRequest, Forbidden, InternalServerError, NotFound
 
 import services
@@ -26,6 +26,7 @@ from controllers.console.app.workflow import (
     WorkflowPaginationResponse,
     WorkflowResponse,
 )
+from controllers.console.app.wraps import with_session
 from controllers.console.datasets.wraps import get_rag_pipeline
 from controllers.console.wraps import (
     RBACPermission,
@@ -64,6 +65,7 @@ from services.rag_pipeline.pipeline_generate_service import PipelineGenerateServ
 from services.rag_pipeline.rag_pipeline import RagPipelineService
 from services.rag_pipeline.rag_pipeline_manage_service import RagPipelineManageService
 from services.rag_pipeline.rag_pipeline_transform_service import RagPipelineTransformService
+from services.workflow_ref_service import WorkflowRefService
 from services.workflow_service import DraftWorkflowDeletionError, WorkflowInUseError, WorkflowService
 
 logger = logging.getLogger(__name__)
@@ -342,7 +344,8 @@ class DraftRagPipelineRunApi(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_EDIT)
     @with_current_user
     @get_rag_pipeline
-    def post(self, current_user: Account, pipeline: Pipeline):
+    @with_session
+    def post(self, session: Session, current_user: Account, pipeline: Pipeline):
         """
         Run draft workflow
         """
@@ -351,6 +354,7 @@ class DraftRagPipelineRunApi(Resource):
 
         try:
             response = PipelineGenerateService.generate(
+                session=session,
                 pipeline=pipeline,
                 user=current_user,
                 args=args,
@@ -374,7 +378,8 @@ class PublishedRagPipelineRunApi(Resource):
     @rbac_permission_required(RBACResourceScope.DATASET, RBACPermission.DATASET_EDIT)
     @with_current_user
     @get_rag_pipeline
-    def post(self, current_user: Account, pipeline: Pipeline):
+    @with_session
+    def post(self, session: Session, current_user: Account, pipeline: Pipeline):
         """
         Run published workflow
         """
@@ -384,6 +389,7 @@ class PublishedRagPipelineRunApi(Resource):
 
         try:
             response = PipelineGenerateService.generate(
+                session=session,
                 pipeline=pipeline,
                 user=current_user,
                 args=args,
@@ -738,15 +744,15 @@ class RagPipelineByIdApi(Resource):
             return {"message": "No valid fields to update"}, 400
 
         rag_pipeline_service = RagPipelineService()
+        workflow_ref = WorkflowRefService.create_pipeline_workflow_ref(pipeline, workflow_id)
 
         # Create a session and manage the transaction
         with sessionmaker(db.engine, expire_on_commit=False).begin() as session:
             workflow = rag_pipeline_service.update_workflow(
                 session=session,
-                workflow_id=workflow_id,
-                tenant_id=pipeline.tenant_id,
                 account_id=current_user.id,
                 data=update_data,
+                workflow_ref=workflow_ref,
             )
 
             if not workflow:
@@ -769,13 +775,13 @@ class RagPipelineByIdApi(Resource):
             abort(400, description=f"Cannot delete workflow that is currently in use by pipeline '{pipeline.id}'")
 
         workflow_service = WorkflowService()
+        workflow_ref = WorkflowRefService.create_pipeline_workflow_ref(pipeline, workflow_id)
 
         with sessionmaker(db.engine).begin() as session:
             try:
                 workflow_service.delete_workflow(
                     session=session,
-                    workflow_id=workflow_id,
-                    tenant_id=pipeline.tenant_id,
+                    workflow_ref=workflow_ref,
                 )
             except WorkflowInUseError as e:
                 abort(400, description=str(e))
@@ -1013,13 +1019,14 @@ class RagPipelineTransformApi(Resource):
     @login_required
     @account_initialization_required
     @with_current_user
-    def post(self, current_user: Account, dataset_id: UUID):
+    @with_session
+    def post(self, session: Session, current_user: Account, dataset_id: UUID):
         if not (current_user.has_edit_permission or current_user.is_dataset_operator):
             raise Forbidden()
 
         dataset_id_str = str(dataset_id)
         rag_pipeline_transform_service = RagPipelineTransformService()
-        result = rag_pipeline_transform_service.transform_dataset(dataset_id_str, db.session)
+        result = rag_pipeline_transform_service.transform_dataset(dataset_id_str, session)
         return result
 
 

api/controllers/console/explore/audio.py

@@ -22,7 +22,9 @@ from controllers.console.explore.wraps import InstalledAppResource
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from extensions.ext_database import db
 from graphon.model_runtime.errors.invoke import InvokeError
+from libs.login import current_account_with_tenant
 from models.model import InstalledApp
+from services.app_ref_service import AppRefService
 from services.audio_service import AudioService
 from services.errors.audio import (
     AudioTooLargeServiceError,
@@ -99,13 +101,22 @@ class ChatTextApi(InstalledAppResource):
             message_id = payload.message_id
             text = payload.text
             voice = payload.voice
+            message_ref = None
+            if message_id:
+                current_user, _ = current_account_with_tenant()
+                app_ref = AppRefService.create_app_ref(app_model)
+                message_ref = AppRefService.create_message_ref(
+                    app_ref,
+                    message_id,
+                    account_id=current_user.id,
+                )
 
             response = AudioService.transcript_tts(
                 app_model=app_model,
                 session=db.session,
                 text=text,
                 voice=voice,
-                message_id=message_id,
+                message_ref=message_ref,
             )
             return response
         except services.errors.app_model_config.AppModelConfigBrokenError:

api/controllers/console/explore/completion.py

@@ -3,10 +3,11 @@ from typing import Any, Literal
 from uuid import UUID
 
 from pydantic import BaseModel, Field, field_validator
+from sqlalchemy.orm import Session
 from werkzeug.exceptions import InternalServerError, NotFound
 
 import services
-from controllers.common.fields import GeneratedAppResponse, SimpleResultResponse
+from controllers.common.fields import SimpleResultResponse
 from controllers.common.schema import register_response_schema_models, register_schema_models
 from controllers.console.app.error import (
     AppUnavailableError,
@@ -16,6 +17,7 @@ from controllers.console.app.error import (
     ProviderNotInitializeError,
     ProviderQuotaExceededError,
 )
+from controllers.console.app.wraps import with_session
 from controllers.console.explore.error import NotChatAppError, NotCompletionAppError
 from controllers.console.explore.wraps import InstalledAppResource
 from controllers.console.wraps import with_current_user, with_current_user_id
@@ -73,7 +75,7 @@ class ChatMessagePayload(BaseModel):
 
 
 register_schema_models(console_ns, CompletionMessageExplorePayload, ChatMessagePayload)
-register_response_schema_models(console_ns, GeneratedAppResponse, SimpleResultResponse)
+register_response_schema_models(console_ns, SimpleResultResponse)
 
 
 # define completion api for user
@@ -83,9 +85,10 @@ register_response_schema_models(console_ns, GeneratedAppResponse, SimpleResultRe
 )
 class CompletionApi(InstalledAppResource):
     @console_ns.expect(console_ns.models[CompletionMessageExplorePayload.__name__])
-    @console_ns.response(200, "Success", console_ns.models[GeneratedAppResponse.__name__])
+    @console_ns.response(200, "Success")
     @with_current_user
-    def post(self, current_user: Account, installed_app: InstalledApp):
+    @with_session
+    def post(self, session: Session, current_user: Account, installed_app: InstalledApp):
         app_model = installed_app.app
         if app_model is None:
             raise AppUnavailableError()
@@ -103,9 +106,15 @@ class CompletionApi(InstalledAppResource):
 
         try:
             response = AppGenerateService.generate(
-                app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.EXPLORE, streaming=streaming
+                session=session,
+                app_model=app_model,
+                user=current_user,
+                args=args,
+                invoke_from=InvokeFrom.EXPLORE,
+                streaming=streaming,
             )
 
+            # response-contract:ignore compact_generate_response
             return helper.compact_generate_response(response)
         except services.errors.conversation.ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
@@ -150,7 +159,7 @@ class CompletionStopApi(InstalledAppResource):
             app_mode=AppMode.value_of(app_model.mode),
         )
 
-        return {"result": "success"}, 200
+        return SimpleResultResponse(result="success").model_dump(mode="json"), 200
 
 
 @console_ns.route(
@@ -159,9 +168,10 @@ class CompletionStopApi(InstalledAppResource):
 )
 class ChatApi(InstalledAppResource):
     @console_ns.expect(console_ns.models[ChatMessagePayload.__name__])
-    @console_ns.response(200, "Success", console_ns.models[GeneratedAppResponse.__name__])
+    @console_ns.response(200, "Success")
     @with_current_user
-    def post(self, current_user: Account, installed_app: InstalledApp):
+    @with_session
+    def post(self, session: Session, current_user: Account, installed_app: InstalledApp):
         app_model = installed_app.app
         if app_model is None:
             raise AppUnavailableError()
@@ -179,9 +189,15 @@ class ChatApi(InstalledAppResource):
 
         try:
             response = AppGenerateService.generate(
-                app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.EXPLORE, streaming=True
+                session=session,
+                app_model=app_model,
+                user=current_user,
+                args=args,
+                invoke_from=InvokeFrom.EXPLORE,
+                streaming=True,
             )
 
+            # response-contract:ignore compact_generate_response
             return helper.compact_generate_response(response)
         except services.errors.conversation.ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
@@ -229,4 +245,4 @@ class ChatStopApi(InstalledAppResource):
             app_mode=app_mode,
         )
 
-        return {"result": "success"}, 200
+        return SimpleResultResponse(result="success").model_dump(mode="json"), 200

api/controllers/console/explore/installed_app.py

@@ -147,11 +147,15 @@ register_schema_models(
     InstalledAppCreatePayload,
     InstalledAppUpdatePayload,
     InstalledAppsListQuery,
+)
+register_response_schema_models(
+    console_ns,
     InstalledAppInfoResponse,
     InstalledAppResponse,
     InstalledAppListResponse,
+    SimpleMessageResponse,
+    SimpleResultMessageResponse,
 )
-register_response_schema_models(console_ns, SimpleMessageResponse, SimpleResultMessageResponse)
 
 
 @console_ns.route("/installed-apps")

api/controllers/console/explore/message.py

@@ -4,10 +4,10 @@ from uuid import UUID
 
 from flask import request
 from pydantic import BaseModel, TypeAdapter
+from sqlalchemy.orm import Session
 from werkzeug.exceptions import InternalServerError, NotFound
 
 from controllers.common.controller_schemas import MessageFeedbackPayload, MessageListQuery
-from controllers.common.fields import GeneratedAppResponse
 from controllers.common.schema import query_params_from_model, register_response_schema_models, register_schema_models
 from controllers.console.app.error import (
     AppMoreLikeThisDisabledError,
@@ -17,6 +17,7 @@ from controllers.console.app.error import (
     ProviderNotInitializeError,
     ProviderQuotaExceededError,
 )
+from controllers.console.app.wraps import with_session
 from controllers.console.explore.error import (
     AppSuggestedQuestionsAfterAnswerDisabledError,
     NotChatAppError,
@@ -59,7 +60,6 @@ class MoreLikeThisQuery(BaseModel):
 register_schema_models(console_ns, MessageListQuery, MessageFeedbackPayload, MoreLikeThisQuery)
 register_response_schema_models(
     console_ns,
-    GeneratedAppResponse,
     ExploreMessageInfiniteScrollPagination,
     ResultResponse,
     SuggestedQuestionsResponse,
@@ -88,8 +88,8 @@ class MessageListApi(InstalledAppResource):
             pagination = MessageService.pagination_by_first_id(
                 app_model,
                 current_user,
-                str(args.conversation_id),
-                str(args.first_id) if args.first_id else None,
+                args.conversation_id,
+                args.first_id or None,
                 args.limit,
             )
             adapter = TypeAdapter(ExploreMessageListItem)
@@ -142,9 +142,10 @@ class MessageFeedbackApi(InstalledAppResource):
 )
 class MessageMoreLikeThisApi(InstalledAppResource):
     @console_ns.doc(params=query_params_from_model(MoreLikeThisQuery))
-    @console_ns.response(200, "Success", console_ns.models[GeneratedAppResponse.__name__])
+    @console_ns.response(200, "Success")
     @with_current_user
-    def get(self, current_user: Account, installed_app: InstalledApp, message_id: UUID):
+    @with_session
+    def get(self, session: Session, current_user: Account, installed_app: InstalledApp, message_id: UUID):
         app_model = installed_app.app
         if app_model is None:
             raise AppUnavailableError()
@@ -159,12 +160,14 @@ class MessageMoreLikeThisApi(InstalledAppResource):
 
         try:
             response = AppGenerateService.generate_more_like_this(
+                session=session,
                 app_model=app_model,
                 user=current_user,
                 message_id=message_id_str,
                 invoke_from=InvokeFrom.EXPLORE,
                 streaming=streaming,
             )
+            # response-contract:ignore compact_generate_response
             return helper.compact_generate_response(response)
         except MessageNotExistsError:
             raise NotFound("Message Not Exists.")

api/controllers/console/explore/parameter.py

@@ -13,7 +13,12 @@ from services.app_service import AppService
 
 
 class ExploreAppMetaResponse(BaseModel):
-    tool_icons: dict[str, Any] = Field(default_factory=dict)
+    """Metadata consumed by the installed-app chat UI.
+
+    Built-in tool icons are URL strings; API-based tool icons are provider-defined payload objects.
+    """
+
+    tool_icons: dict[str, str | dict[str, Any]] = Field(default_factory=dict)
 
 
 register_response_schema_models(console_ns, fields.Parameters, ExploreAppMetaResponse)

api/controllers/console/explore/recommended_app.py

@@ -70,19 +70,33 @@ class LearnDifyAppListResponse(ResponseModel):
     recommended_apps: list[RecommendedAppResponse]
 
 
-class RecommendedAppDetailResponse(RootModel[dict[str, Any]]):
-    root: dict[str, Any]
+class RecommendedAppDetailResponse(ResponseModel):
+    id: str
+    name: str
+    icon: str | None = None
+    icon_background: str | None = None
+    mode: str
+    export_data: str
+    can_trial: bool | None = None
+
+
+class RecommendedAppDetailNullableResponse(RootModel[RecommendedAppDetailResponse | None]):
+    pass
 
 
 register_schema_models(
     console_ns,
     RecommendedAppsQuery,
+)
+register_response_schema_models(
+    console_ns,
     RecommendedAppInfoResponse,
     RecommendedAppResponse,
     RecommendedAppListResponse,
     LearnDifyAppListResponse,
+    RecommendedAppDetailResponse,
+    RecommendedAppDetailNullableResponse,
 )
-register_response_schema_models(console_ns, RecommendedAppDetailResponse)
 
 
 def _resolve_language(language: str | None, user: Account) -> str:
@@ -130,7 +144,7 @@ class LearnDifyAppListApi(Resource):
 
 @console_ns.route("/explore/apps/<uuid:app_id>")
 class RecommendedAppApi(Resource):
-    @console_ns.response(200, "Success", console_ns.models[RecommendedAppDetailResponse.__name__])
+    @console_ns.response(200, "Success", console_ns.models[RecommendedAppDetailNullableResponse.__name__])
     @login_required
     @account_initialization_required
     def get(self, app_id: UUID):

api/controllers/console/explore/trial.py

@@ -1,10 +1,12 @@
 import logging
-from typing import Any, Literal, cast
+from datetime import datetime
+from typing import Any, Literal
 
 from flask import request
-from flask_restx import Resource, fields, marshal, marshal_with
-from pydantic import BaseModel, Field
+from flask_restx import Resource
+from pydantic import AliasChoices, BaseModel, Field, field_validator
 from sqlalchemy import select
+from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
@@ -17,7 +19,6 @@ from controllers.common.fields import (
 from controllers.common.fields import Parameters as ParametersResponse
 from controllers.common.fields import Site as SiteResponse
 from controllers.common.schema import (
-    get_or_create_model,
     query_params_from_model,
     register_response_schema_models,
     register_schema_models,
@@ -36,7 +37,7 @@ from controllers.console.app.error import (
     ProviderQuotaExceededError,
     UnsupportedAudioTypeError,
 )
-from controllers.console.app.wraps import get_app_model_with_trial
+from controllers.console.app.wraps import get_app_model_with_trial, with_session
 from controllers.console.explore.error import (
     AppSuggestedQuestionsAfterAnswerDisabledError,
     NotChatAppError,
@@ -56,31 +57,18 @@ from core.errors.error import (
 )
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
-from fields.app_fields import (
-    app_detail_fields_with_site,
-    deleted_tool_fields,
-    model_config_fields,
-    site_fields,
-    tag_fields,
-)
-from fields.dataset_fields import dataset_fields
-from fields.member_fields import simple_account_fields
+from fields.base import ResponseModel
 from fields.message_fields import SuggestedQuestionsResponse
-from fields.workflow_fields import (
-    conversation_variable_fields,
-    pipeline_variable_fields,
-    workflow_fields,
-    workflow_partial_fields,
-)
 from graphon.graph_engine.manager import GraphEngineManager
 from graphon.model_runtime.errors.invoke import InvokeError
 from libs import helper
-from libs.helper import uuid_value
+from libs.helper import dump_response, to_timestamp, uuid_value
 from models import Account
 from models.account import TenantStatus
 from models.model import AppMode, Site
 from models.workflow import Workflow
 from services.app_generate_service import AppGenerateService
+from services.app_ref_service import AppRefService
 from services.app_service import AppService
 from services.audio_service import AudioService
 from services.dataset_service import DatasetService
@@ -102,48 +90,6 @@ from services.recommended_app_service import RecommendedAppService
 logger = logging.getLogger(__name__)
 
 
-model_config_model = get_or_create_model("TrialAppModelConfig", model_config_fields)
-workflow_partial_model = get_or_create_model("TrialWorkflowPartial", workflow_partial_fields)
-deleted_tool_model = get_or_create_model("TrialDeletedTool", deleted_tool_fields)
-tag_model = get_or_create_model("TrialTag", tag_fields)
-site_model = get_or_create_model("TrialSite", site_fields)
-
-app_detail_fields_with_site_copy = app_detail_fields_with_site.copy()
-app_detail_fields_with_site_copy["model_config"] = fields.Nested(
-    model_config_model, attribute="app_model_config", allow_null=True
-)
-app_detail_fields_with_site_copy["workflow"] = fields.Nested(workflow_partial_model, allow_null=True)
-app_detail_fields_with_site_copy["deleted_tools"] = fields.List(fields.Nested(deleted_tool_model))
-app_detail_fields_with_site_copy["tags"] = fields.List(fields.Nested(tag_model))
-app_detail_fields_with_site_copy["site"] = fields.Nested(site_model)
-app_detail_with_site_model = get_or_create_model("TrialAppDetailWithSite", app_detail_fields_with_site_copy)
-
-simple_account_model = get_or_create_model("TrialSimpleAccount", simple_account_fields)
-conversation_variable_model = get_or_create_model("TrialConversationVariable", conversation_variable_fields)
-pipeline_variable_model = get_or_create_model("TrialPipelineVariable", pipeline_variable_fields)
-
-workflow_fields_copy = workflow_fields.copy()
-workflow_fields_copy["created_by"] = fields.Nested(simple_account_model, attribute="created_by_account")
-workflow_fields_copy["updated_by"] = fields.Nested(
-    simple_account_model, attribute="updated_by_account", allow_null=True
-)
-workflow_fields_copy["conversation_variables"] = fields.List(fields.Nested(conversation_variable_model))
-workflow_fields_copy["rag_pipeline_variables"] = fields.List(fields.Nested(pipeline_variable_model))
-workflow_model = get_or_create_model("TrialWorkflow", workflow_fields_copy)
-
-dataset_model = get_or_create_model("TrialDataset", dataset_fields)
-dataset_list_model = get_or_create_model(
-    "TrialDatasetList",
-    {
-        "data": fields.List(fields.Nested(dataset_model)),
-        "has_more": fields.Boolean,
-        "limit": fields.Integer,
-        "total": fields.Integer,
-        "page": fields.Integer,
-    },
-)
-
-
 class WorkflowRunRequest(BaseModel):
     inputs: dict
     files: list | None = Field(default=None)
@@ -179,6 +125,259 @@ class TrialDatasetListQuery(BaseModel):
     ids: list[str] = Field(default_factory=list, description="Dataset IDs")
 
 
+type TrialAppMode = Literal["chat", "agent-chat", "advanced-chat", "workflow", "completion"]
+type TrialIconType = Literal["emoji", "image", "link"]
+type JsonObject = dict[str, Any]
+
+
+class TrialAppModel(ResponseModel):
+    provider: str
+    name: str
+    mode: str | None = None
+    completion_params: JsonObject = Field(default_factory=dict)
+
+
+class TrialAppAgentMode(ResponseModel):
+    enabled: bool | None = None
+    strategy: str | None = None
+    tools: list[JsonObject] = Field(default_factory=list)
+
+
+class TrialAppModelConfigResponse(ResponseModel):
+    opening_statement: str | None = None
+    suggested_questions: list[str] = Field(
+        default_factory=list,
+        validation_alias=AliasChoices("suggested_questions_list", "suggested_questions"),
+    )
+    suggested_questions_after_answer: JsonObject | None = Field(
+        default=None,
+        validation_alias=AliasChoices("suggested_questions_after_answer_dict", "suggested_questions_after_answer"),
+    )
+    speech_to_text: JsonObject | None = Field(
+        default=None, validation_alias=AliasChoices("speech_to_text_dict", "speech_to_text")
+    )
+    text_to_speech: JsonObject | None = Field(
+        default=None, validation_alias=AliasChoices("text_to_speech_dict", "text_to_speech")
+    )
+    retriever_resource: JsonObject | None = Field(
+        default=None, validation_alias=AliasChoices("retriever_resource_dict", "retriever_resource")
+    )
+    annotation_reply: JsonObject | None = Field(
+        default=None, validation_alias=AliasChoices("annotation_reply_dict", "annotation_reply")
+    )
+    more_like_this: JsonObject | None = Field(
+        default=None, validation_alias=AliasChoices("more_like_this_dict", "more_like_this")
+    )
+    sensitive_word_avoidance: JsonObject | None = Field(
+        default=None, validation_alias=AliasChoices("sensitive_word_avoidance_dict", "sensitive_word_avoidance")
+    )
+    external_data_tools: list[JsonObject] = Field(
+        default_factory=list, validation_alias=AliasChoices("external_data_tools_list", "external_data_tools")
+    )
+    model: TrialAppModel | None = Field(default=None, validation_alias=AliasChoices("model_dict", "model"))
+    user_input_form: list[JsonObject] = Field(
+        default_factory=list, validation_alias=AliasChoices("user_input_form_list", "user_input_form")
+    )
+    dataset_query_variable: str | None = None
+    pre_prompt: str | None = None
+    agent_mode: TrialAppAgentMode | None = Field(
+        default=None,
+        validation_alias=AliasChoices("agent_mode_dict", "agent_mode"),
+    )
+    prompt_type: str | None = None
+    chat_prompt_config: JsonObject | None = Field(
+        default=None, validation_alias=AliasChoices("chat_prompt_config_dict", "chat_prompt_config")
+    )
+    completion_prompt_config: JsonObject | None = Field(
+        default=None, validation_alias=AliasChoices("completion_prompt_config_dict", "completion_prompt_config")
+    )
+    dataset_configs: JsonObject | None = Field(
+        default=None,
+        validation_alias=AliasChoices("dataset_configs_dict", "dataset_configs"),
+    )
+    file_upload: JsonObject | None = Field(
+        default=None,
+        validation_alias=AliasChoices("file_upload_dict", "file_upload"),
+    )
+    created_by: str | None = None
+    created_at: int | None = None
+    updated_by: str | None = None
+    updated_at: int | None = None
+
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int | None:
+        return to_timestamp(value)
+
+
+class TrialDeletedToolResponse(ResponseModel):
+    type: str
+    tool_name: str
+    provider_id: str
+
+
+class TrialTagResponse(ResponseModel):
+    id: str
+    name: str
+    type: str
+
+
+class TrialSiteResponse(ResponseModel):
+    access_token: str | None = Field(default=None, validation_alias="code")
+    code: str | None = None
+    title: str
+    icon_type: TrialIconType | None = None
+    icon: str | None = None
+    icon_background: str | None = None
+    description: str | None = None
+    default_language: str
+    chat_color_theme: str | None = None
+    chat_color_theme_inverted: bool | None = None
+    customize_domain: str | None = None
+    copyright: str | None = None
+    privacy_policy: str | None = None
+    input_placeholder: str | None = None
+    custom_disclaimer: str | None = None
+    customize_token_strategy: str | None = None
+    prompt_public: bool | None = None
+    app_base_url: str | None = None
+    show_workflow_steps: bool | None = None
+    use_icon_as_answer_icon: bool | None = None
+    created_by: str | None = None
+    created_at: int | None = None
+    updated_by: str | None = None
+    updated_at: int | None = None
+    icon_url: str | None = None
+
+    @field_validator("icon_type", mode="before")
+    @classmethod
+    def _normalize_icon_type(cls, value: Any) -> str | None:
+        if hasattr(value, "value"):
+            return value.value
+        return value
+
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int | None:
+        return to_timestamp(value)
+
+
+class TrialWorkflowPartialResponse(ResponseModel):
+    id: str
+    created_by: str | None = None
+    created_at: int | None = None
+    updated_by: str | None = None
+    updated_at: int | None = None
+
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int | None:
+        return to_timestamp(value)
+
+
+class TrialAppDetailResponse(ResponseModel):
+    id: str
+    name: str
+    description: str | None = None
+    mode: TrialAppMode = Field(validation_alias="mode_compatible_with_agent")
+    icon_type: TrialIconType | None = None
+    icon: str | None = None
+    icon_background: str | None = None
+    icon_url: str | None = None
+    enable_site: bool
+    enable_api: bool
+    model_config_: TrialAppModelConfigResponse | None = Field(
+        default=None,
+        validation_alias=AliasChoices("app_model_config", "model_config"),
+        alias="model_config",
+    )
+    workflow: TrialWorkflowPartialResponse | None = None
+    api_base_url: str | None = None
+    use_icon_as_answer_icon: bool | None = None
+    max_active_requests: int | None = None
+    created_by: str | None = None
+    created_at: int | None = None
+    updated_by: str | None = None
+    updated_at: int | None = None
+    deleted_tools: list[TrialDeletedToolResponse] = Field(default_factory=list)
+    access_mode: str | None = None
+    tags: list[TrialTagResponse] = Field(default_factory=list)
+    permission_keys: list[str] = Field(default_factory=list)
+    site: TrialSiteResponse
+
+    @field_validator("icon_type", mode="before")
+    @classmethod
+    def _normalize_icon_type(cls, value: Any) -> str | None:
+        if hasattr(value, "value"):
+            return value.value
+        return value
+
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int | None:
+        return to_timestamp(value)
+
+
+class TrialDatasetResponse(ResponseModel):
+    id: str
+    name: str
+    description: str | None = None
+    permission: str | None = None
+    data_source_type: str | None = None
+    indexing_technique: str | None = None
+    created_by: str | None = None
+    created_at: int | None = None
+    permission_keys: list[str] = Field(default_factory=list)
+
+    @field_validator("created_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int | None:
+        return to_timestamp(value)
+
+
+class TrialDatasetListResponse(ResponseModel):
+    data: list[TrialDatasetResponse]
+    has_more: bool
+    limit: int
+    total: int
+    page: int
+
+
+class TrialSimpleAccount(ResponseModel):
+    id: str
+    name: str | None = None
+    email: str | None = None
+
+
+class TrialWorkflowResponse(ResponseModel):
+    id: str
+    graph: JsonObject = Field(validation_alias=AliasChoices("graph_dict", "graph"))
+    features: JsonObject = Field(default_factory=dict, validation_alias=AliasChoices("features_dict", "features"))
+    hash: str | None = Field(default=None, validation_alias=AliasChoices("unique_hash", "hash"))
+    version: str | None = None
+    marked_name: str | None = None
+    marked_comment: str | None = None
+    created_by: TrialSimpleAccount | None = Field(
+        default=None,
+        validation_alias=AliasChoices("created_by_account", "created_by"),
+    )
+    created_at: int | None = None
+    updated_by: TrialSimpleAccount | None = Field(
+        default=None,
+        validation_alias=AliasChoices("updated_by_account", "updated_by"),
+    )
+    updated_at: int | None = None
+    tool_published: bool | None = None
+    environment_variables: list[JsonObject] = Field(default_factory=list)
+    conversation_variables: list[JsonObject] = Field(default_factory=list)
+    rag_pipeline_variables: list[JsonObject] = Field(default_factory=list)
+
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int | None:
+        return to_timestamp(value)
+
+
 register_schema_models(
     console_ns,
     WorkflowRunRequest,
@@ -196,15 +395,21 @@ register_response_schema_models(
     SimpleResultResponse,
     SiteResponse,
     SuggestedQuestionsResponse,
+    TrialAppDetailResponse,
+    TrialDatasetListResponse,
+    TrialWorkflowResponse,
 )
 
+simple_account_model = console_ns.models[TrialSimpleAccount.__name__]
+
 
 class TrialAppWorkflowRunApi(TrialAppResource):
     @trial_feature_enable
     @console_ns.expect(console_ns.models[WorkflowRunRequest.__name__])
     @console_ns.response(200, "Success", console_ns.models[GeneratedAppResponse.__name__])
     @with_current_user
-    def post(self, current_user: Account, trial_app):
+    @with_session
+    def post(self, session: Session, current_user: Account, trial_app):
         """
         Run workflow
         """
@@ -221,7 +426,12 @@ class TrialAppWorkflowRunApi(TrialAppResource):
             app_id = app_model.id
             user_id = current_user.id
             response = AppGenerateService.generate(
-                app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.EXPLORE, streaming=True
+                session=session,
+                app_model=app_model,
+                user=current_user,
+                args=args,
+                invoke_from=InvokeFrom.EXPLORE,
+                streaming=True,
             )
             RecommendedAppService.add_trial_app_record(db.session, app_id, user_id)
             return helper.compact_generate_response(response)
@@ -271,7 +481,8 @@ class TrialChatApi(TrialAppResource):
     @console_ns.response(200, "Success", console_ns.models[GeneratedAppResponse.__name__])
     @trial_feature_enable
     @with_current_user
-    def post(self, current_user: Account, trial_app):
+    @with_session
+    def post(self, session: Session, current_user: Account, trial_app):
         app_model = trial_app
         app_mode = AppMode.value_of(app_model.mode)
         if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}:
@@ -294,7 +505,12 @@ class TrialChatApi(TrialAppResource):
             user_id = current_user.id
 
             response = AppGenerateService.generate(
-                app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.EXPLORE, streaming=True
+                session=session,
+                app_model=app_model,
+                user=current_user,
+                args=args,
+                invoke_from=InvokeFrom.EXPLORE,
+                streaming=True,
             )
             RecommendedAppService.add_trial_app_record(db.session, app_id, user_id)
             return helper.compact_generate_response(response)
@@ -414,6 +630,14 @@ class TrialChatTextApi(TrialAppResource):
             message_id = request_data.message_id
             text = request_data.text
             voice = request_data.voice
+            message_ref = None
+            if message_id:
+                app_ref = AppRefService.create_app_ref(app_model)
+                message_ref = AppRefService.create_message_ref(
+                    app_ref,
+                    message_id,
+                    account_id=current_user.id,
+                )
 
             # Get IDs before they might be detached from session
             app_id = app_model.id
@@ -424,7 +648,7 @@ class TrialChatTextApi(TrialAppResource):
                 session=db.session,
                 text=text,
                 voice=voice,
-                message_id=message_id,
+                message_ref=message_ref,
             )
             RecommendedAppService.add_trial_app_record(db.session, app_id, user_id)
             return response
@@ -459,7 +683,8 @@ class TrialCompletionApi(TrialAppResource):
     @console_ns.response(200, "Success", console_ns.models[GeneratedAppResponse.__name__])
     @trial_feature_enable
     @with_current_user
-    def post(self, current_user: Account, trial_app):
+    @with_session
+    def post(self, session: Session, current_user: Account, trial_app):
         app_model = trial_app
         if app_model.mode != "completion":
             raise NotCompletionAppError()
@@ -476,7 +701,12 @@ class TrialCompletionApi(TrialAppResource):
             user_id = current_user.id
 
             response = AppGenerateService.generate(
-                app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.EXPLORE, streaming=streaming
+                session=session,
+                app_model=app_model,
+                user=current_user,
+                args=args,
+                invoke_from=InvokeFrom.EXPLORE,
+                streaming=streaming,
             )
 
             RecommendedAppService.add_trial_app_record(db.session, app_id, user_id)
@@ -557,34 +787,35 @@ class TrialAppParameterApi(Resource):
 
 
 class AppApi(Resource):
-    @console_ns.response(200, "Success", app_detail_with_site_model)
+    @console_ns.response(200, "Success", console_ns.models[TrialAppDetailResponse.__name__])
     @get_app_model_with_trial(None)
-    @marshal_with(app_detail_with_site_model)
     def get(self, app_model):
         """Get app detail"""
 
         app_service = AppService()
         app_model = app_service.get_app(app_model)
 
-        return app_model
+        return dump_response(TrialAppDetailResponse, app_model)
 
 
 class AppWorkflowApi(Resource):
-    @console_ns.response(200, "Success", workflow_model)
+    @console_ns.response(200, "Success", console_ns.models[TrialWorkflowResponse.__name__])
     @get_app_model_with_trial(None)
-    @marshal_with(workflow_model)
     def get(self, app_model):
         """Get workflow detail"""
         if not app_model.workflow_id:
             raise AppUnavailableError()
 
         workflow = db.session.get(Workflow, app_model.workflow_id)
-        return workflow
+        if workflow is None:
+            raise AppUnavailableError()
+
+        return dump_response(TrialWorkflowResponse, workflow)
 
 
 class DatasetListApi(Resource):
     @console_ns.doc(params=query_params_from_model(TrialDatasetListQuery))
-    @console_ns.response(200, "Success", dataset_list_model)
+    @console_ns.response(200, "Success", console_ns.models[TrialDatasetListResponse.__name__])
     @get_app_model_with_trial(None)
     def get(self, app_model):
         page = request.args.get("page", default=1, type=int)
@@ -597,10 +828,8 @@ class DatasetListApi(Resource):
         else:
             raise NeedAddIdsError()
 
-        data = cast(list[dict[str, Any]], marshal(datasets, dataset_fields))
-
-        response = {"data": data, "has_more": len(datasets) == limit, "limit": limit, "total": total, "page": page}
-        return response
+        response = {"data": datasets, "has_more": len(datasets) == limit, "limit": limit, "total": total, "page": page}
+        return dump_response(TrialDatasetListResponse, response)
 
 
 console_ns.add_resource(TrialChatApi, "/trial-apps/<uuid:app_id>/chat-messages", endpoint="trial_app_chat_completion")

api/controllers/console/explore/workflow.py

@@ -1,9 +1,10 @@
 import logging
 
+from sqlalchemy.orm import Session
 from werkzeug.exceptions import InternalServerError
 
 from controllers.common.controller_schemas import WorkflowRunPayload
-from controllers.common.fields import GeneratedAppResponse, SimpleResultResponse
+from controllers.common.fields import SimpleResultResponse
 from controllers.common.schema import register_response_schema_models, register_schema_model
 from controllers.console.app.error import (
     CompletionRequestError,
@@ -11,6 +12,7 @@ from controllers.console.app.error import (
     ProviderNotInitializeError,
     ProviderQuotaExceededError,
 )
+from controllers.console.app.wraps import with_session
 from controllers.console.explore.error import NotWorkflowAppError
 from controllers.console.explore.wraps import InstalledAppResource
 from controllers.console.wraps import with_current_user
@@ -36,15 +38,16 @@ from .. import console_ns
 logger = logging.getLogger(__name__)
 
 register_schema_model(console_ns, WorkflowRunPayload)
-register_response_schema_models(console_ns, GeneratedAppResponse, SimpleResultResponse)
+register_response_schema_models(console_ns, SimpleResultResponse)
 
 
 @console_ns.route("/installed-apps/<uuid:installed_app_id>/workflows/run")
 class InstalledAppWorkflowRunApi(InstalledAppResource):
     @console_ns.expect(console_ns.models[WorkflowRunPayload.__name__])
-    @console_ns.response(200, "Success", console_ns.models[GeneratedAppResponse.__name__])
+    @console_ns.response(200, "Success")
     @with_current_user
-    def post(self, current_user: Account, installed_app: InstalledApp):
+    @with_session
+    def post(self, session: Session, current_user: Account, installed_app: InstalledApp):
         """
         Run workflow
         """
@@ -59,9 +62,15 @@ class InstalledAppWorkflowRunApi(InstalledAppResource):
         args = payload.model_dump(exclude_none=True)
         try:
             response = AppGenerateService.generate(
-                app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.EXPLORE, streaming=True
+                session=session,
+                app_model=app_model,
+                user=current_user,
+                args=args,
+                invoke_from=InvokeFrom.EXPLORE,
+                streaming=True,
             )
 
+            # response-contract:ignore compact_generate_response
             return helper.compact_generate_response(response)
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -101,4 +110,4 @@ class InstalledAppWorkflowTaskStopApi(InstalledAppResource):
         # New graph engine command channel mechanism
         GraphEngineManager(redis_client).send_stop_command(task_id)
 
-        return {"result": "success"}
+        return SimpleResultResponse(result="success").model_dump(mode="json")

api/controllers/console/extension.py

@@ -4,18 +4,18 @@ from uuid import UUID
 
 from flask import request
 from flask_restx import Resource
-from pydantic import BaseModel, Field, TypeAdapter, field_validator
+from pydantic import BaseModel, Field, RootModel, field_validator
 
 from constants import HIDDEN_VALUE
 from extensions.ext_database import db
 from fields.base import ResponseModel
-from libs.helper import to_timestamp
+from libs.helper import dump_response, to_timestamp
 from libs.login import login_required
 from models.api_based_extension import APIBasedExtension
 from services.api_based_extension_service import APIBasedExtensionService
 from services.code_based_extension_service import CodeBasedExtensionService
 
-from ..common.schema import DEFAULT_REF_TEMPLATE_OPENAPI_3_0, query_params_from_model, register_schema_models
+from ..common.schema import query_params_from_model, register_response_schema_models, register_schema_models
 from . import console_ns
 from .wraps import account_initialization_required, setup_required, with_current_tenant_id
 
@@ -61,36 +61,21 @@ class APIBasedExtensionResponse(ResponseModel):
         return to_timestamp(value)
 
 
+class APIBasedExtensionListResponse(RootModel[list[APIBasedExtensionResponse]]):
+    pass
+
+
 register_schema_models(
     console_ns,
     CodeBasedExtensionQuery,
     APIBasedExtensionPayload,
+)
+register_response_schema_models(
+    console_ns,
     CodeBasedExtensionResponse,
     APIBasedExtensionResponse,
+    APIBasedExtensionListResponse,
 )
-console_ns.schema_model(
-    "APIBasedExtensionListResponse",
-    TypeAdapter(list[APIBasedExtensionResponse]).json_schema(ref_template=DEFAULT_REF_TEMPLATE_OPENAPI_3_0),
-)
-
-
-def _serialize_api_based_extension(extension: APIBasedExtension) -> dict[str, Any]:
-    return APIBasedExtensionResponse.model_validate(extension, from_attributes=True).model_dump(mode="json")
-
-
-def _serialize_saved_api_based_extension(extension: APIBasedExtension, api_key: str) -> dict[str, Any]:
-    """Serialize a saved extension with the plaintext key used for response masking only.
-
-    APIBasedExtensionService.save mutates the ORM object to hold the encrypted token before returning it. The response
-    contract, however, should match list/detail responses, where api_key is masked from the decrypted token.
-    """
-    return APIBasedExtensionResponse(
-        id=extension.id,
-        name=extension.name,
-        api_endpoint=extension.api_endpoint,
-        api_key=api_key,
-        created_at=to_timestamp(extension.created_at),
-    ).model_dump(mode="json")
 
 
 @console_ns.route("/code-based-extension")
@@ -119,16 +104,16 @@ class CodeBasedExtensionAPI(Resource):
 class APIBasedExtensionAPI(Resource):
     @console_ns.doc("get_api_based_extensions")
     @console_ns.doc(description="Get all API-based extensions for current tenant")
-    @console_ns.response(200, "Success", console_ns.models["APIBasedExtensionListResponse"])
+    @console_ns.response(200, "Success", console_ns.models[APIBasedExtensionListResponse.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @with_current_tenant_id
     def get(self, current_tenant_id: str):
-        return [
-            _serialize_api_based_extension(extension)
-            for extension in APIBasedExtensionService.get_all_by_tenant_id(db.session(), current_tenant_id)
-        ]
+        return dump_response(
+            APIBasedExtensionListResponse,
+            APIBasedExtensionService.get_all_by_tenant_id(db.session(), current_tenant_id),
+        )
 
     @console_ns.doc("create_api_based_extension")
     @console_ns.doc(description="Create a new API-based extension")
@@ -148,12 +133,14 @@ class APIBasedExtensionAPI(Resource):
             api_key=payload.api_key,
         )
 
-        return (
-            _serialize_saved_api_based_extension(
-                APIBasedExtensionService.save(db.session(), extension_data), payload.api_key
-            ),
-            201,
-        )
+        extension = APIBasedExtensionService.save(db.session(), extension_data)
+        return APIBasedExtensionResponse(
+            id=extension.id,
+            name=extension.name,
+            api_endpoint=extension.api_endpoint,
+            api_key=payload.api_key,
+            created_at=to_timestamp(extension.created_at),
+        ).model_dump(mode="json"), 201
 
 
 @console_ns.route("/api-based-extension/<uuid:id>")
@@ -169,8 +156,9 @@ class APIBasedExtensionDetailAPI(Resource):
     def get(self, current_tenant_id: str, id: UUID):
         api_based_extension_id = str(id)
 
-        return _serialize_api_based_extension(
-            APIBasedExtensionService.get_with_tenant_id(db.session(), current_tenant_id, api_based_extension_id)
+        return dump_response(
+            APIBasedExtensionResponse,
+            APIBasedExtensionService.get_with_tenant_id(db.session(), current_tenant_id, api_based_extension_id),
         )
 
     @console_ns.doc("update_api_based_extension")
@@ -199,10 +187,14 @@ class APIBasedExtensionDetailAPI(Resource):
             extension_data_from_db.api_key = payload.api_key
             api_key_for_response = payload.api_key
 
-        return _serialize_saved_api_based_extension(
-            APIBasedExtensionService.save(db.session(), extension_data_from_db),
-            api_key_for_response,
-        )
+        APIBasedExtensionService.save(db.session(), extension_data_from_db)
+        return APIBasedExtensionResponse(
+            id=extension_data_from_db.id,
+            name=extension_data_from_db.name,
+            api_endpoint=extension_data_from_db.api_endpoint,
+            api_key=api_key_for_response,
+            created_at=to_timestamp(extension_data_from_db.created_at),
+        ).model_dump(mode="json")
 
     @console_ns.doc("delete_api_based_extension")
     @console_ns.doc(description="Delete API-based extension")

api/controllers/console/files.py

@@ -38,6 +38,22 @@ register_response_schema_models(console_ns, AllowedExtensionsResponse, TextConte
 
 PREVIEW_WORDS_LIMIT = 3000
 
+_FILE_UPLOAD_PARAMS = {
+    "file": {
+        "description": "File to upload",
+        "in": "formData",
+        "type": "file",
+        "required": True,
+    },
+    "source": {
+        "description": "Optional upload source",
+        "in": "formData",
+        "type": "string",
+        "enum": ["datasets"],
+        "required": False,
+    },
+}
+
 
 @console_ns.route("/files/upload")
 class FileApi(Resource):
@@ -64,6 +80,7 @@ class FileApi(Resource):
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("documents")
+    @console_ns.doc(consumes=["multipart/form-data"], params=_FILE_UPLOAD_PARAMS)
     @console_ns.response(201, "File uploaded successfully", console_ns.models[FileResponse.__name__])
     @with_current_user
     def post(self, current_user: Account):

api/controllers/console/snippets/payloads.py

@@ -21,14 +21,19 @@ class SnippetListQuery(BaseModel):
     @field_validator("creators", mode="before")
     @classmethod
     def parse_creators(cls, value: object) -> list[str] | None:
-        """Normalize creators filter from query string or list input."""
-        return cls._normalize_string_list(value)
+        """Normalize creator filters without comma-splitting list values."""
+        if value is None:
+            return None
+        if isinstance(value, str):
+            item = value.strip()
+            return [item] if item else None
+        return cls._normalize_string_list(value, "creators")
 
     @field_validator("tag_ids", mode="before")
     @classmethod
     def parse_tag_ids(cls, value: object) -> list[str] | None:
-        """Normalize and validate tag IDs from query string or list input."""
-        items = cls._normalize_string_list(value)
+        """Normalize and validate tag IDs from repeated query parameters."""
+        items = cls._normalize_string_list(value, "tag_ids")
         if not items:
             return None
         try:
@@ -37,14 +42,12 @@ class SnippetListQuery(BaseModel):
             raise ValueError("Invalid UUID format in tag_ids.") from exc
 
     @staticmethod
-    def _normalize_string_list(value: object) -> list[str] | None:
+    def _normalize_string_list(value: object, field_name: str) -> list[str] | None:
         if value is None:
             return None
-        if isinstance(value, str):
-            return [item.strip() for item in value.split(",") if item.strip()] or None
         if isinstance(value, list):
             return [str(item).strip() for item in value if str(item).strip()] or None
-        return None
+        raise ValueError(f"Unsupported {field_name} type.")
 
 
 class IconInfo(BaseModel):

api/controllers/console/snippets/snippet_workflow.py

@@ -8,6 +8,7 @@ from pydantic import BaseModel, Field
 from sqlalchemy.orm import Session, sessionmaker
 from werkzeug.exceptions import BadRequest, InternalServerError, NotFound
 
+from controllers.common.controller_schemas import WorkflowUpdatePayload
 from controllers.common.fields import GeneratedAppResponse, SimpleResultResponse
 from controllers.common.schema import query_params_from_model, register_response_schema_models, register_schema_models
 from controllers.console import console_ns
@@ -96,6 +97,7 @@ register_schema_models(
     SnippetLoopNodeRunPayload,
     SnippetWorkflowListQuery,
     WorkflowRunQuery,
+    WorkflowUpdatePayload,
     PublishWorkflowPayload,
 )
 register_response_schema_models(
@@ -165,7 +167,6 @@ class SnippetDraftWorkflowApi(Resource):
     @account_initialization_required
     @get_snippet
     @edit_permission_required
-    @rbac_permission_required(RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_MANAGE, resource_required=False)
     def get(self, snippet: CustomizedSnippet):
         """Get draft workflow for snippet."""
         snippet_service = _snippet_service()
@@ -234,7 +235,6 @@ class SnippetDraftConfigApi(Resource):
     @account_initialization_required
     @get_snippet
     @edit_permission_required
-    @rbac_permission_required(RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_MANAGE, resource_required=False)
     def get(self, snippet: CustomizedSnippet):
         """Get snippet draft workflow configuration limits."""
         return {
@@ -256,7 +256,6 @@ class SnippetPublishedWorkflowApi(Resource):
     @account_initialization_required
     @get_snippet
     @edit_permission_required
-    @rbac_permission_required(RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_MANAGE, resource_required=False)
     def get(self, snippet: CustomizedSnippet):
         """Get published workflow for snippet."""
         if not snippet.is_published:
@@ -321,7 +320,6 @@ class SnippetDefaultBlockConfigsApi(Resource):
     @account_initialization_required
     @get_snippet
     @edit_permission_required
-    @rbac_permission_required(RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_MANAGE, resource_required=False)
     def get(self, snippet: CustomizedSnippet):
         """Get default block configurations for snippet workflow."""
         snippet_service = _snippet_service()
@@ -344,7 +342,9 @@ class SnippetPublishedAllWorkflowApi(Resource):
     @account_initialization_required
     @get_snippet
     @edit_permission_required
-    @rbac_permission_required(RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_MANAGE, resource_required=False)
+    @rbac_permission_required(
+        RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_CREATE_AND_MODIFY, resource_required=False
+    )
     def get(self, snippet: CustomizedSnippet):
         """Get all published workflow versions for snippet."""
         args = SnippetWorkflowListQuery.model_validate(request.args.to_dict(flat=True))
@@ -413,6 +413,49 @@ class SnippetDraftWorkflowRestoreApi(Resource):
         }
 
 
+@console_ns.route("/snippets/<uuid:snippet_id>/workflows/<string:workflow_id>")
+class SnippetWorkflowByIdApi(Resource):
+    @console_ns.doc("update_snippet_workflow_by_id")
+    @console_ns.doc(description="Update published snippet workflow attributes")
+    @console_ns.doc(params={"snippet_id": "Snippet ID", "workflow_id": "Workflow ID"})
+    @console_ns.expect(console_ns.models[WorkflowUpdatePayload.__name__])
+    @console_ns.response(200, "Workflow updated successfully", console_ns.models[SnippetWorkflowResponse.__name__])
+    @console_ns.response(400, "No valid fields to update")
+    @console_ns.response(404, "Workflow not found")
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @with_current_user
+    @get_snippet
+    @edit_permission_required
+    @rbac_permission_required(
+        RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_CREATE_AND_MODIFY, resource_required=False
+    )
+    def patch(self, current_user: Account, snippet: CustomizedSnippet, workflow_id: str):
+        """Update a published snippet workflow version's display metadata."""
+        payload = WorkflowUpdatePayload.model_validate(console_ns.payload or {})
+        update_data = payload.model_dump(exclude_unset=True)
+
+        if not update_data:
+            return {"message": "No valid fields to update"}, 400
+
+        snippet_service = _snippet_service()
+        with _snippet_session_maker().begin() as session:
+            workflow = snippet_service.update_workflow(
+                session=session,
+                snippet=snippet,
+                workflow_id=workflow_id,
+                account=current_user,
+                data=update_data,
+            )
+            if not workflow:
+                raise NotFound("Workflow not found")
+
+        response = SnippetWorkflowResponse.model_validate(workflow, from_attributes=True).model_dump(mode="json")
+        response["input_fields"] = snippet.input_fields_list
+        return response
+
+
 @console_ns.route("/snippets/<uuid:snippet_id>/workflow-runs")
 class SnippetWorkflowRunsApi(Resource):
     @console_ns.doc("list_snippet_workflow_runs")
@@ -514,9 +557,6 @@ class SnippetDraftNodeRunApi(Resource):
     @with_current_user
     @get_snippet
     @edit_permission_required
-    @rbac_permission_required(
-        RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_CREATE_AND_MODIFY, resource_required=False
-    )
     def post(self, current_user: Account, snippet: CustomizedSnippet, node_id: str):
         """
         Run a single node in snippet draft workflow.
@@ -605,9 +645,6 @@ class SnippetDraftRunIterationNodeApi(Resource):
     @with_current_user
     @get_snippet
     @edit_permission_required
-    @rbac_permission_required(
-        RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_CREATE_AND_MODIFY, resource_required=False
-    )
     def post(self, current_user: Account, snippet: CustomizedSnippet, node_id: str):
         """
         Run a draft workflow iteration node for snippet.
@@ -653,9 +690,6 @@ class SnippetDraftRunLoopNodeApi(Resource):
     @with_current_user
     @get_snippet
     @edit_permission_required
-    @rbac_permission_required(
-        RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_CREATE_AND_MODIFY, resource_required=False
-    )
     def post(self, current_user: Account, snippet: CustomizedSnippet, node_id: str):
         """
         Run a draft workflow loop node for snippet.
@@ -699,9 +733,6 @@ class SnippetDraftWorkflowRunApi(Resource):
     @with_current_user
     @get_snippet
     @edit_permission_required
-    @rbac_permission_required(
-        RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_CREATE_AND_MODIFY, resource_required=False
-    )
     def post(self, current_user: Account, snippet: CustomizedSnippet):
         """
         Run draft workflow for snippet.
@@ -740,9 +771,6 @@ class SnippetWorkflowTaskStopApi(Resource):
     @account_initialization_required
     @get_snippet
     @edit_permission_required
-    @rbac_permission_required(
-        RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_CREATE_AND_MODIFY, resource_required=False
-    )
     def post(self, snippet: CustomizedSnippet, task_id: str):
         """
         Stop a running snippet workflow task.

api/controllers/console/snippets/snippet_workflow_draft_variable.py

@@ -34,11 +34,8 @@ from controllers.console.app.workflow_draft_variable import (
 )
 from controllers.console.snippets.snippet_workflow import get_snippet
 from controllers.console.wraps import (
-    RBACPermission,
-    RBACResourceScope,
     account_initialization_required,
     edit_permission_required,
-    rbac_permission_required,
     setup_required,
     with_current_user,
 )
@@ -105,7 +102,6 @@ class SnippetWorkflowVariableCollectionApi(Resource):
     )
     @_snippet_draft_var_prerequisite
     @marshal_with(workflow_draft_variable_list_without_value_model)
-    @rbac_permission_required(RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_MANAGE, resource_required=False)
     def get(self, current_user: Account, snippet: CustomizedSnippet) -> WorkflowDraftVariableList:
         args = WorkflowDraftVariableListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
@@ -129,9 +125,6 @@ class SnippetWorkflowVariableCollectionApi(Resource):
     @console_ns.doc(description="Delete all draft workflow variables for the current user (snippet scope)")
     @console_ns.response(204, "Workflow variables deleted successfully")
     @_snippet_draft_var_prerequisite
-    @rbac_permission_required(
-        RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_CREATE_AND_MODIFY, resource_required=False
-    )
     def delete(self, current_user: Account, snippet: CustomizedSnippet) -> Response:
         draft_var_srv = WorkflowDraftVariableService(session=db.session())
         draft_var_srv.delete_user_workflow_variables(snippet.id, user_id=current_user.id)

api/controllers/console/tag/tags.py

@@ -3,13 +3,18 @@ from uuid import UUID
 
 from flask import request
 from flask_restx import Resource
-from pydantic import BaseModel, Field, field_validator
+from pydantic import BaseModel, Field, RootModel, field_validator
+from sqlalchemy import select
 from werkzeug.exceptions import Forbidden
 
+from configs import dify_config
 from controllers.common.fields import SimpleResultResponse
 from controllers.common.schema import query_params_from_model, register_response_schema_models, register_schema_models
+from controllers.common.wraps import enforce_rbac_access
 from controllers.console import console_ns
 from controllers.console.wraps import (
+    RBACPermission,
+    RBACResourceScope,
     account_initialization_required,
     edit_permission_required,
     setup_required,
@@ -18,9 +23,11 @@ from controllers.console.wraps import (
 )
 from extensions.ext_database import db
 from fields.base import ResponseModel
-from libs.login import login_required
+from libs.helper import dump_response
+from libs.login import current_account_with_tenant, login_required
 from models import Account
 from models.enums import TagType
+from models.model import Tag
 from services.tag_service import (
     SaveTagPayload,
     TagBindingCreatePayload,
@@ -79,6 +86,10 @@ class TagResponse(ResponseModel):
         return str(value)
 
 
+class TagListResponse(RootModel[list[TagResponse]]):
+    pass
+
+
 register_schema_models(
     console_ns,
     TagBasePayload,
@@ -86,9 +97,33 @@ register_schema_models(
     TagBindingPayload,
     TagBindingRemovePayload,
     TagListQueryParam,
-    TagResponse,
 )
-register_response_schema_models(console_ns, SimpleResultResponse)
+register_response_schema_models(console_ns, SimpleResultResponse, TagResponse, TagListResponse)
+
+
+def _enforce_snippet_tag_rbac_if_needed(tag_type: TagType | str | None) -> None:
+    if tag_type != TagType.SNIPPET:
+        return
+    if not dify_config.RBAC_ENABLED:
+        return
+
+    current_user, current_tenant_id = current_account_with_tenant()
+    enforce_rbac_access(
+        tenant_id=current_tenant_id,
+        account_id=current_user.id,
+        resource_type=RBACResourceScope.WORKSPACE,
+        scene=RBACPermission.SNIPPETS_CREATE_AND_MODIFY,
+        resource_required=False,
+    )
+
+
+def _enforce_snippet_tag_rbac_by_tag_id(tag_id: str) -> None:
+    if not dify_config.RBAC_ENABLED:
+        return
+
+    _, current_tenant_id = current_account_with_tenant()
+    tag_type = db.session.scalar(select(Tag.type).where(Tag.id == tag_id, Tag.tenant_id == current_tenant_id).limit(1))
+    _enforce_snippet_tag_rbac_if_needed(tag_type)
 
 
 @console_ns.route("/tags")
@@ -97,18 +132,14 @@ class TagListApi(Resource):
     @login_required
     @account_initialization_required
     @console_ns.doc(params=query_params_from_model(TagListQueryParam))
-    @console_ns.doc(responses={200: ("Success", [console_ns.models[TagResponse.__name__]])})
+    @console_ns.response(200, "Success", console_ns.models[TagListResponse.__name__])
     @with_current_tenant_id
     def get(self, current_tenant_id: str):
         raw_args = request.args.to_dict()
         param = TagListQueryParam.model_validate(raw_args)
         tags = TagService.get_tags(db.session(), param.type, current_tenant_id, param.keyword)
 
-        serialized_tags = [
-            TagResponse.model_validate(tag, from_attributes=True).model_dump(mode="json") for tag in tags
-        ]
-
-        return serialized_tags, 200
+        return dump_response(TagListResponse, tags), 200
 
     @console_ns.expect(console_ns.models[TagBasePayload.__name__])
     @console_ns.response(200, "Success", console_ns.models[TagResponse.__name__])
@@ -122,13 +153,10 @@ class TagListApi(Resource):
             raise Forbidden()
 
         payload = TagBasePayload.model_validate(console_ns.payload or {})
+        _enforce_snippet_tag_rbac_if_needed(payload.type)
         tag = TagService.save_tags(SaveTagPayload(name=payload.name, type=payload.type), db.session)
 
-        response = TagResponse.model_validate(
-            {"id": tag.id, "name": tag.name, "type": tag.type, "binding_count": 0}
-        ).model_dump(mode="json")
-
-        return response, 200
+        return dump_response(TagResponse, {"id": tag.id, "name": tag.name, "type": tag.type, "binding_count": 0}), 200
 
 
 @console_ns.route("/tags/<uuid:tag_id>")
@@ -146,15 +174,18 @@ class TagUpdateDeleteApi(Resource):
             raise Forbidden()
 
         payload = TagUpdateRequestPayload.model_validate(console_ns.payload or {})
+        _enforce_snippet_tag_rbac_by_tag_id(tag_id_str)
         tag = TagService.update_tags(UpdateTagPayload(name=payload.name), tag_id_str, db.session)
 
         binding_count = TagService.get_tag_binding_count(tag_id_str, db.session)
 
-        response = TagResponse.model_validate(
-            {"id": tag.id, "name": tag.name, "type": tag.type, "binding_count": binding_count}
-        ).model_dump(mode="json")
-
-        return response, 200
+        return (
+            dump_response(
+                TagResponse,
+                {"id": tag.id, "name": tag.name, "type": tag.type, "binding_count": binding_count},
+            ),
+            200,
+        )
 
     @setup_required
     @login_required
@@ -164,6 +195,7 @@ class TagUpdateDeleteApi(Resource):
     def delete(self, tag_id: UUID):
         tag_id_str = str(tag_id)
 
+        _enforce_snippet_tag_rbac_by_tag_id(tag_id_str)
         TagService.delete_tag(tag_id_str, db.session)
 
         return "", 204
@@ -184,6 +216,7 @@ def _create_tag_bindings(current_user: Account) -> tuple[dict[str, str], int]:
     _require_tag_binding_edit_permission(current_user)
 
     payload = TagBindingPayload.model_validate(console_ns.payload or {})
+    _enforce_snippet_tag_rbac_if_needed(payload.type)
     TagService.save_tag_binding(
         TagBindingCreatePayload(
             tag_ids=payload.tag_ids,
@@ -199,6 +232,7 @@ def _remove_tag_bindings(current_user: Account) -> tuple[dict[str, str], int]:
     _require_tag_binding_edit_permission(current_user)
 
     payload = TagBindingRemovePayload.model_validate(console_ns.payload or {})
+    _enforce_snippet_tag_rbac_if_needed(payload.type)
     TagService.delete_tag_binding(
         TagBindingDeletePayload(
             tag_ids=payload.tag_ids,

api/controllers/console/workspace/members.py

@@ -84,8 +84,6 @@ class MemberActionTenantResponse(ResponseModel):
 register_enum_models(console_ns, TenantAccountRole)
 register_schema_models(
     console_ns,
-    AccountWithRole,
-    AccountWithRoleList,
     MemberInvitePayload,
     MemberRoleUpdatePayload,
     OwnerTransferEmailPayload,
@@ -94,6 +92,8 @@ register_schema_models(
 )
 register_response_schema_models(
     console_ns,
+    AccountWithRole,
+    AccountWithRoleList,
     SimpleResultDataResponse,
     SimpleResultResponse,
     VerificationTokenResponse,

api/controllers/console/workspace/model_providers.py

@@ -18,6 +18,7 @@ from controllers.console.wraps import (
     with_current_tenant_id,
     with_current_user,
 )
+from extensions.ext_database import db
 from fields.base import ResponseModel
 from graphon.model_runtime.entities.model_entities import ModelType
 from graphon.model_runtime.errors.validate import CredentialsValidateFailedError
@@ -352,7 +353,7 @@ class ModelProviderPaymentCheckoutUrlApi(Resource):
     def get(self, current_tenant_id: str, current_user: Account, provider: str):
         if provider != "anthropic":
             raise ValueError(f"provider name {provider} is invalid")
-        BillingService.is_tenant_owner_or_admin(current_user)
+        BillingService.is_tenant_owner_or_admin(db.session, current_user)
         data = BillingService.get_model_provider_payment_link(
             provider_name=provider,
             tenant_id=current_tenant_id,

api/controllers/console/workspace/plugin.py

@@ -302,11 +302,28 @@ class PluginListResponse(ResponseModel):
 
 
 class PluginVersionsResponse(ResponseModel):
-    versions: Any
+    versions: Mapping[str, PluginService.LatestPluginCache | None]
+
+
+class PluginInstallationItemResponse(ResponseModel):
+    id: str
+    created_at: datetime
+    updated_at: datetime
+    tenant_id: str
+    endpoints_setups: int
+    endpoints_active: int
+    runtime_type: str
+    source: PluginInstallationSource
+    meta: Mapping[str, Any]
+    plugin_id: str
+    plugin_unique_identifier: str
+    version: str
+    checksum: str
+    declaration: PluginDeclarationResponse
 
 
 class PluginInstallationsResponse(ResponseModel):
-    plugins: Any
+    plugins: list[PluginInstallationItemResponse]
 
 
 class PluginManifestResponse(ResponseModel):

api/controllers/console/workspace/rbac.py

@@ -1,7 +1,6 @@
 from __future__ import annotations
 
-from enum import StrEnum
-from typing import Any
+from typing import Any, Literal
 
 from flask import request
 from flask_restx import Resource
@@ -10,10 +9,11 @@ from sqlalchemy import select
 from werkzeug.exceptions import NotFound
 
 from configs import dify_config
-from controllers.common.schema import register_response_schema_models
+from controllers.common.schema import query_params_from_model, register_response_schema_models, register_schema_models
 from controllers.console import console_ns
 from controllers.console.wraps import RBACPermission, RBACResourceScope, rbac_permission_required
 from core.db.session_factory import session_factory
+from core.rbac import RBACResourceWhitelistScope
 from libs.login import current_account_with_tenant, login_required
 from models import Account
 from services.enterprise import rbac_service as svc
@@ -511,14 +511,8 @@ class RBACAccessPolicyBindingUnlockApi(Resource):
 # ---------------------------------------------------------------------------
 
 
-class _AccessScope(StrEnum):
-    ALL = "all"
-    SPECIFIC = "specific"
-    ONLY_ME = "only_me"
-
-
 class _ResourceAccessScopeRequest(BaseModel):
-    scope: _AccessScope
+    scope: RBACResourceWhitelistScope
 
 
 class _ReplaceBindingsRequest(BaseModel):
@@ -544,6 +538,20 @@ class _DeleteMemberBindingsRequest(BaseModel):
         return value
 
 
+class _AccessControlLanguageQuery(BaseModel):
+    language: Literal["en", "ja", "zh"] | None = Field(default=None, description="Localized policy label language")
+
+
+register_schema_models(
+    console_ns,
+    _ResourceAccessScopeRequest,
+    _ReplaceBindingsRequest,
+    _DeleteMemberBindingsRequest,
+    _AccessControlLanguageQuery,
+    svc.ReplaceUserAccessPolicies,
+)
+
+
 @console_ns.route("/workspaces/current/rbac/my-permissions")
 class RBACMyPermissionsApi(Resource):
     @login_required
@@ -563,6 +571,7 @@ class RBACMyPermissionsApi(Resource):
 @console_ns.route("/workspaces/current/rbac/apps/<uuid:app_id>/access-policy")
 class RBACAppMatrixApi(Resource):
     @login_required
+    @console_ns.doc(params=query_params_from_model(_AccessControlLanguageQuery))
     @console_ns.response(200, "Success", console_ns.models[svc.AppAccessMatrix.__name__])
     def get(self, app_id):
         tenant_id, account_id = _current_ids()
@@ -580,6 +589,7 @@ class RBACAppWhitelistApi(Resource):
         return _dump(svc.RBACService.AppAccess.whitelist(tenant_id, account_id, str(app_id)))
 
     @login_required
+    @console_ns.expect(console_ns.models[_ResourceAccessScopeRequest.__name__])
     @console_ns.response(200, "Success", console_ns.models[svc.ResourceWhitelist.__name__])
     def put(self, app_id):
         tenant_id, account_id = _current_ids()
@@ -597,6 +607,7 @@ class RBACAppWhitelistApi(Resource):
 @console_ns.route("/workspaces/current/rbac/apps/<uuid:app_id>/user-access-policies")
 class RBACAppUserAccessPoliciesApi(Resource):
     @login_required
+    @console_ns.doc(params=query_params_from_model(_AccessControlLanguageQuery))
     @console_ns.response(200, "Success", console_ns.models[svc.ResourceUserAccessPoliciesResponse.__name__])
     def get(self, app_id):
         tenant_id, account_id = _current_ids()
@@ -608,6 +619,7 @@ class RBACAppUserAccessPoliciesApi(Resource):
 @console_ns.route("/workspaces/current/rbac/apps/<uuid:app_id>/users/<uuid:target_account_id>/access-policies")
 class RBACAppUserAccessPolicyAssignmentApi(Resource):
     @login_required
+    @console_ns.expect(console_ns.models[svc.ReplaceUserAccessPolicies.__name__])
     @console_ns.response(200, "Success", console_ns.models[svc.ReplaceUserAccessPoliciesResponse.__name__])
     def put(self, app_id, target_account_id):
         tenant_id, account_id = _current_ids()
@@ -641,6 +653,7 @@ class RBACAppMemberBindingsApi(Resource):
         return _dump(svc.RBACService.AppAccess.list_member_bindings(tenant_id, account_id, str(app_id), str(policy_id)))
 
     @login_required
+    @console_ns.expect(console_ns.models[_DeleteMemberBindingsRequest.__name__])
     @console_ns.response(200, "Success", console_ns.models[svc.MemberBindingsResponse.__name__])
     def delete(self, app_id, policy_id):
         tenant_id, account_id = _current_ids()
@@ -663,6 +676,7 @@ class RBACAppMemberBindingsApi(Resource):
 @console_ns.route("/workspaces/current/rbac/datasets/<uuid:dataset_id>/access-policy")
 class RBACDatasetMatrixApi(Resource):
     @login_required
+    @console_ns.doc(params=query_params_from_model(_AccessControlLanguageQuery))
     @console_ns.response(200, "Success", console_ns.models[svc.DatasetAccessMatrix.__name__])
     def get(self, dataset_id):
         tenant_id, account_id = _current_ids()
@@ -680,6 +694,7 @@ class RBACDatasetWhitelistApi(Resource):
         return _dump(svc.RBACService.DatasetAccess.whitelist(tenant_id, account_id, str(dataset_id)))
 
     @login_required
+    @console_ns.expect(console_ns.models[_ResourceAccessScopeRequest.__name__])
     @console_ns.response(200, "Success", console_ns.models[svc.ResourceWhitelist.__name__])
     def put(self, dataset_id):
         tenant_id, account_id = _current_ids()
@@ -697,6 +712,7 @@ class RBACDatasetWhitelistApi(Resource):
 @console_ns.route("/workspaces/current/rbac/datasets/<uuid:dataset_id>/user-access-policies")
 class RBACDatasetUserAccessPoliciesApi(Resource):
     @login_required
+    @console_ns.doc(params=query_params_from_model(_AccessControlLanguageQuery))
     @console_ns.response(200, "Success", console_ns.models[svc.ResourceUserAccessPoliciesResponse.__name__])
     def get(self, dataset_id):
         tenant_id, account_id = _current_ids()
@@ -708,6 +724,7 @@ class RBACDatasetUserAccessPoliciesApi(Resource):
 @console_ns.route("/workspaces/current/rbac/datasets/<uuid:dataset_id>/users/<uuid:target_account_id>/access-policies")
 class RBACDatasetUserAccessPolicyAssignmentApi(Resource):
     @login_required
+    @console_ns.expect(console_ns.models[svc.ReplaceUserAccessPolicies.__name__])
     @console_ns.response(200, "Success", console_ns.models[svc.ReplaceUserAccessPoliciesResponse.__name__])
     def put(self, dataset_id, target_account_id):
         tenant_id, account_id = _current_ids()
@@ -747,6 +764,7 @@ class RBACDatasetMemberBindingsApi(Resource):
         )
 
     @login_required
+    @console_ns.expect(console_ns.models[_DeleteMemberBindingsRequest.__name__])
     @console_ns.response(200, "Success", console_ns.models[svc.MemberBindingsResponse.__name__])
     def delete(self, dataset_id, policy_id):
         tenant_id, account_id = _current_ids()
@@ -785,6 +803,7 @@ class RBACWorkspaceAppRoleBindingsApi(Resource):
 @console_ns.route("/workspaces/current/rbac/workspace/apps/access-policies/<uuid:policy_id>/bindings")
 class RBACWorkspaceAppBindingsApi(Resource):
     @login_required
+    @console_ns.expect(console_ns.models[_ReplaceBindingsRequest.__name__])
     @console_ns.response(200, "Success", console_ns.models[svc.AccessMatrixItem.__name__])
     def put(self, policy_id):
         tenant_id, account_id = _current_ids()
@@ -832,6 +851,7 @@ class RBACWorkspaceDatasetRoleBindingsApi(Resource):
 @console_ns.route("/workspaces/current/rbac/workspace/datasets/access-policies/<uuid:policy_id>/bindings")
 class RBACWorkspaceDatasetBindingsApi(Resource):
     @login_required
+    @console_ns.expect(console_ns.models[_ReplaceBindingsRequest.__name__])
     @console_ns.response(200, "Success", console_ns.models[svc.AccessMatrixItem.__name__])
     def put(self, policy_id):
         tenant_id, account_id = _current_ids()
@@ -873,6 +893,9 @@ class _ReplaceMemberRolesRequest(BaseModel):
         return value
 
 
+register_schema_models(console_ns, _ReplaceMemberRolesRequest)
+
+
 @console_ns.route("/workspaces/current/rbac/members/<uuid:member_id>/rbac-roles")
 class RBACMemberRolesApi(Resource):
     @login_required
@@ -882,6 +905,7 @@ class RBACMemberRolesApi(Resource):
         return _dump(svc.RBACService.MemberRoles.get(tenant_id, account_id, str(member_id)))
 
     @login_required
+    @console_ns.expect(console_ns.models[_ReplaceMemberRolesRequest.__name__])
     @console_ns.response(200, "Success", console_ns.models[svc.MemberRolesResponse.__name__])
     def put(self, member_id):
         tenant_id, account_id = _current_ids()

api/controllers/console/workspace/snippets.py

@@ -1,17 +1,21 @@
 import logging
-import re
+from datetime import datetime
 from typing import Any
 from urllib.parse import quote
 
 from flask import Response, request
 from flask_restx import Resource, marshal
-from pydantic import RootModel
+from pydantic import Field as PydanticField
+from pydantic import field_validator
 from sqlalchemy.orm import Session, sessionmaker
-from werkzeug.datastructures import MultiDict
 from werkzeug.exceptions import NotFound
 
 from controllers.common.fields import TextFileResponse
-from controllers.common.schema import query_params_from_model, register_response_schema_models, register_schema_models
+from controllers.common.schema import (
+    query_params_from_model,
+    register_response_schema_models,
+    register_schema_models,
+)
 from controllers.console import console_ns
 from controllers.console.snippets.payloads import (
     CreateSnippetPayload,
@@ -30,27 +34,31 @@ from controllers.console.wraps import (
     with_current_tenant_id,
     with_current_user,
 )
+from core.plugin.entities.plugin import PluginDependency
 from extensions.ext_database import db
 from fields.base import ResponseModel
-from fields.snippet_fields import snippet_fields, snippet_list_fields, snippet_pagination_fields
+from fields.snippet_fields import snippet_fields, snippet_list_fields
+from libs.helper import to_timestamp
 from libs.login import login_required
 from models import Account
 from models.snippet import SnippetType
-from services.app_dsl_service import ImportStatus
-from services.snippet_dsl_service import SnippetDslService
+from services.snippet_dsl_service import ImportStatus, SnippetDslService
 from services.snippet_service import SnippetService
 
 logger = logging.getLogger(__name__)
-_TAG_IDS_BRACKET_PATTERN = re.compile(r"^tag_ids\[(\d+)\]$")
-_CREATOR_IDS_BRACKET_PATTERN = re.compile(r"^creator_ids\[(\d+)\]$")
 
 
-class SnippetImportResponse(RootModel[dict[str, Any]]):
-    root: dict[str, Any]
+class SnippetImportResponse(ResponseModel):
+    id: str
+    status: ImportStatus
+    snippet_id: str | None
+    current_dsl_version: str
+    imported_dsl_version: str
+    error: str
 
 
-class SnippetDependencyCheckResponse(RootModel[dict[str, Any]]):
-    root: dict[str, Any]
+class SnippetDependencyCheckResponse(ResponseModel):
+    leaked_dependencies: list[PluginDependency]
 
 
 class SnippetUseCountResponse(ResponseModel):
@@ -58,36 +66,90 @@ class SnippetUseCountResponse(ResponseModel):
     use_count: int
 
 
+class SnippetTagResponse(ResponseModel):
+    id: str
+    name: str
+    type: str
+
+
+class SnippetAccountResponse(ResponseModel):
+    id: str
+    name: str
+    email: str
+
+
+class SnippetListItemResponse(ResponseModel):
+    id: str
+    name: str
+    description: str | None
+    type: SnippetType
+    version: int
+    use_count: int
+    is_published: bool
+    icon_info: dict[str, Any] | None
+    tags: list[SnippetTagResponse]
+    created_by: str | None
+    author_name: str | None
+    created_at: int
+    updated_by: str | None
+    updated_at: int
+
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int:
+        timestamp = to_timestamp(value)
+        if timestamp is None:
+            raise ValueError("timestamp is required")
+        return timestamp
+
+
+class SnippetResponse(ResponseModel):
+    id: str
+    name: str
+    description: str | None
+    type: SnippetType
+    version: int
+    use_count: int
+    is_published: bool
+    icon_info: dict[str, Any] | None
+    graph: dict[str, Any] = PydanticField(validation_alias="graph_dict")
+    input_fields: list[dict[str, Any]] = PydanticField(validation_alias="input_fields_list")
+    tags: list[SnippetTagResponse]
+    created_by: SnippetAccountResponse | None = PydanticField(validation_alias="created_by_account")
+    created_at: int
+    updated_by: SnippetAccountResponse | None = PydanticField(validation_alias="updated_by_account")
+    updated_at: int
+
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int:
+        timestamp = to_timestamp(value)
+        if timestamp is None:
+            raise ValueError("timestamp is required")
+        return timestamp
+
+
+class SnippetPaginationResponse(ResponseModel):
+    data: list[SnippetListItemResponse]
+    page: int
+    limit: int
+    total: int
+    has_more: bool
+
+
 def _snippet_service() -> SnippetService:
     return SnippetService(sessionmaker(bind=db.engine, expire_on_commit=False))
 
 
-def _normalize_snippet_list_query_args(query_args: MultiDict[str, str]) -> dict[str, str | list[str]]:
-    normalized: dict[str, str | list[str]] = {}
-    indexed_tag_ids: list[tuple[int, str]] = []
-    indexed_creator_ids: list[tuple[int, str]] = []
+def _snippet_list_query_from_request() -> SnippetListQuery:
+    query_data: dict[str, str | list[str]] = dict(request.args.to_dict())
+    query_data["tag_ids"] = request.args.getlist("tag_ids")
 
-    for key in query_args:
-        match = _TAG_IDS_BRACKET_PATTERN.fullmatch(key)
-        if match:
-            indexed_tag_ids.extend((int(match.group(1)), value) for value in query_args.getlist(key))
-            continue
+    creator_ids = request.args.getlist("creators") or request.args.getlist("creator_ids")
+    if creator_ids:
+        query_data["creators"] = creator_ids
 
-        match = _CREATOR_IDS_BRACKET_PATTERN.fullmatch(key)
-        if match:
-            indexed_creator_ids.extend((int(match.group(1)), value) for value in query_args.getlist(key))
-            continue
-
-        value = query_args.get(key)
-        if value is not None:
-            normalized[key] = value
-
-    if indexed_tag_ids:
-        normalized["tag_ids"] = [value for _, value in sorted(indexed_tag_ids)]
-    if indexed_creator_ids:
-        normalized["creators"] = [value for _, value in sorted(indexed_creator_ids)]
-
-    return normalized
+    return SnippetListQuery.model_validate(query_data)
 
 
 # Register Pydantic models with Swagger
@@ -105,26 +167,24 @@ register_response_schema_models(
     SnippetImportResponse,
     SnippetDependencyCheckResponse,
     SnippetUseCountResponse,
+    SnippetListItemResponse,
+    SnippetResponse,
+    SnippetPaginationResponse,
 )
 
-# Create namespace models for marshaling
-snippet_model = console_ns.model("Snippet", snippet_fields)
-snippet_list_model = console_ns.model("SnippetList", snippet_list_fields)
-snippet_pagination_model = console_ns.model("SnippetPagination", snippet_pagination_fields)
-
 
 @console_ns.route("/workspaces/current/customized-snippets")
 class CustomizedSnippetsApi(Resource):
     @console_ns.doc("list_customized_snippets")
     @console_ns.doc(params=query_params_from_model(SnippetListQuery))
-    @console_ns.response(200, "Snippets retrieved successfully", snippet_pagination_model)
+    @console_ns.response(200, "Snippets retrieved successfully", console_ns.models[SnippetPaginationResponse.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @with_current_tenant_id
     def get(self, current_tenant_id: str):
         """List customized snippets with pagination and search."""
-        query = SnippetListQuery.model_validate(_normalize_snippet_list_query_args(request.args))
+        query = _snippet_list_query_from_request()
 
         snippet_service = _snippet_service()
         snippets, total, has_more = snippet_service.get_snippets(
@@ -148,7 +208,7 @@ class CustomizedSnippetsApi(Resource):
 
     @console_ns.doc("create_customized_snippet")
     @console_ns.expect(console_ns.models.get(CreateSnippetPayload.__name__))
-    @console_ns.response(201, "Snippet created successfully", snippet_model)
+    @console_ns.response(201, "Snippet created successfully", console_ns.models[SnippetResponse.__name__])
     @console_ns.response(400, "Invalid request")
     @setup_required
     @login_required
@@ -191,7 +251,7 @@ class CustomizedSnippetsApi(Resource):
 @console_ns.route("/workspaces/current/customized-snippets/<uuid:snippet_id>")
 class CustomizedSnippetDetailApi(Resource):
     @console_ns.doc("get_customized_snippet")
-    @console_ns.response(200, "Snippet retrieved successfully", snippet_model)
+    @console_ns.response(200, "Snippet retrieved successfully", console_ns.models[SnippetResponse.__name__])
     @console_ns.response(404, "Snippet not found")
     @setup_required
     @login_required
@@ -212,7 +272,7 @@ class CustomizedSnippetDetailApi(Resource):
 
     @console_ns.doc("update_customized_snippet")
     @console_ns.expect(console_ns.models.get(UpdateSnippetPayload.__name__))
-    @console_ns.response(200, "Snippet updated successfully", snippet_model)
+    @console_ns.response(200, "Snippet updated successfully", console_ns.models[SnippetResponse.__name__])
     @console_ns.response(400, "Invalid request")
     @console_ns.response(404, "Snippet not found")
     @setup_required
@@ -455,9 +515,6 @@ class CustomizedSnippetUseCountIncrementApi(Resource):
     @login_required
     @account_initialization_required
     @edit_permission_required
-    @rbac_permission_required(
-        RBACResourceScope.WORKSPACE, RBACPermission.SNIPPETS_CREATE_AND_MODIFY, resource_required=False
-    )
     @with_current_tenant_id
     def post(self, current_tenant_id: str, snippet_id: str):
         """Increment snippet use count when it is inserted into a workflow."""

api/controllers/console/workspace/tool_providers.py

@@ -11,7 +11,12 @@ from werkzeug.exceptions import Forbidden
 
 from configs import dify_config
 from controllers.common.fields import BinaryFileResponse, RedirectResponse, SimpleResultResponse
-from controllers.common.schema import query_params_from_model, register_response_schema_models, register_schema_models
+from controllers.common.schema import (
+    query_params_from_model,
+    query_params_from_request,
+    register_response_schema_models,
+    register_schema_models,
+)
 from controllers.console import console_ns
 from controllers.console.wraps import (
     RBACPermission,
@@ -445,16 +450,17 @@ class ToolBuiltinProviderGetCredentialsApi(Resource):
     def get(self, tenant_id: str, user: Account, provider: str):
         # Optional list of credential IDs to include even if visibility would hide them
         # (used when a workflow/agent node still references another member's only_me credential).
-        include_credential_ids = request.args.getlist("include_credential_ids") or [
-            s for s in (request.args.get("include_credential_ids") or "").split(",") if s
-        ]
+        query = query_params_from_request(
+            BuiltinCredentialListQuery,
+            list_fields=("include_credential_ids",),
+        )
 
         return jsonable_encoder(
             BuiltinToolManageService.get_builtin_tool_provider_credentials(
                 tenant_id=tenant_id,
                 provider_name=provider,
                 user=user,
-                include_credential_ids=include_credential_ids or None,
+                include_credential_ids=query.include_credential_ids or None,
             )
         )
 
@@ -1049,16 +1055,17 @@ class ToolBuiltinProviderGetCredentialInfoApi(Resource):
     @with_current_user
     @with_current_tenant_id
     def get(self, tenant_id: str, user: Account, provider: str):
-        include_credential_ids = request.args.getlist("include_credential_ids") or [
-            s for s in (request.args.get("include_credential_ids") or "").split(",") if s
-        ]
+        query = query_params_from_request(
+            BuiltinCredentialListQuery,
+            list_fields=("include_credential_ids",),
+        )
 
         return jsonable_encoder(
             BuiltinToolManageService.get_builtin_tool_provider_credential_info(
                 tenant_id=tenant_id,
                 provider=provider,
                 user=user,
-                include_credential_ids=include_credential_ids or None,
+                include_credential_ids=query.include_credential_ids or None,
             )
         )
 

api/controllers/console/workspace/trigger_providers.py

@@ -1,5 +1,5 @@
 import logging
-from typing import Any
+from typing import Any, Literal
 
 from flask import make_response, redirect, request
 from flask_restx import Resource
@@ -11,11 +11,19 @@ from configs import dify_config
 from controllers.common.errors import NotFoundError
 from controllers.common.fields import BinaryFileResponse, RedirectResponse, SimpleResultResponse
 from controllers.common.schema import register_response_schema_models, register_schema_models
+from core.entities.parameter_entities import AppSelectorScope, ModelSelectorScope, ToolSelectorScope
 from core.plugin.entities.plugin_daemon import CredentialType
 from core.plugin.impl.oauth import OAuthHandler
-from core.trigger.entities.entities import SubscriptionBuilderUpdater
+from core.tools.entities.common_entities import I18nObject
+from core.trigger.entities.api_entities import (
+    SubscriptionBuilderApiEntity,
+    TriggerProviderApiEntity,
+    TriggerProviderSubscriptionApiEntity,
+)
+from core.trigger.entities.entities import RequestLog, SubscriptionBuilderUpdater
 from core.trigger.trigger_manager import TriggerManager
 from extensions.ext_database import db
+from fields.base import ResponseModel
 from graphon.model_runtime.utils.encoders import jsonable_encoder
 from libs.login import login_required
 from models.account import Account
@@ -70,14 +78,41 @@ class TriggerOAuthClientPayload(BaseModel):
 class TriggerOAuthAuthorizeResponse(BaseModel):
     authorization_url: str
     subscription_builder_id: str
-    subscription_builder: Any
+    subscription_builder: SubscriptionBuilderApiEntity
+
+
+class TriggerProviderConfigOptionResponse(BaseModel):
+    value: str = Field(..., description="The value of the option")
+    label: I18nObject = Field(..., description="The label of the option")
+
+
+class TriggerProviderConfigResponse(BaseModel):
+    type: Literal[
+        "secret-input",
+        "text-input",
+        "select",
+        "boolean",
+        "app-selector",
+        "model-selector",
+        "array[tools]",
+    ] = Field(..., description="The type of the credentials")
+    name: str = Field(..., description="The name of the credentials")
+    scope: AppSelectorScope | ModelSelectorScope | ToolSelectorScope | None = None
+    required: bool = False
+    default: int | str | float | bool | None = None
+    options: list[TriggerProviderConfigOptionResponse] | None = None
+    multiple: bool = False
+    label: I18nObject | None = None
+    help: I18nObject | None = None
+    url: str | None = None
+    placeholder: I18nObject | None = None
 
 
 class TriggerOAuthClientResponse(BaseModel):
     configured: bool
     system_configured: bool
     custom_configured: bool
-    oauth_client_schema: Any
+    oauth_client_schema: list[TriggerProviderConfigResponse]
     custom_enabled: bool
     redirect_uri: str
     params: dict[str, Any]
@@ -87,6 +122,26 @@ class TriggerProviderOpaqueResponse(RootModel[Any]):
     root: Any
 
 
+class TriggerProviderListResponse(RootModel[list[TriggerProviderApiEntity]]):
+    root: list[TriggerProviderApiEntity]
+
+
+class TriggerSubscriptionListResponse(RootModel[list[TriggerProviderSubscriptionApiEntity]]):
+    root: list[TriggerProviderSubscriptionApiEntity]
+
+
+class TriggerSubscriptionBuilderCreateResponse(ResponseModel):
+    subscription_builder: SubscriptionBuilderApiEntity
+
+
+class TriggerSubscriptionBuilderVerifyResponse(ResponseModel):
+    verified: bool
+
+
+class TriggerSubscriptionBuilderLogsResponse(ResponseModel):
+    logs: list[RequestLog]
+
+
 register_schema_models(
     console_ns,
     TriggerSubscriptionBuilderCreatePayload,
@@ -102,6 +157,15 @@ register_response_schema_models(
     TriggerOAuthAuthorizeResponse,
     TriggerOAuthClientResponse,
     TriggerProviderOpaqueResponse,
+    TriggerProviderApiEntity,
+    TriggerProviderListResponse,
+    TriggerProviderSubscriptionApiEntity,
+    TriggerSubscriptionListResponse,
+    SubscriptionBuilderApiEntity,
+    TriggerSubscriptionBuilderCreateResponse,
+    TriggerSubscriptionBuilderVerifyResponse,
+    RequestLog,
+    TriggerSubscriptionBuilderLogsResponse,
 )
 
 
@@ -118,7 +182,7 @@ class TriggerProviderIconApi(Resource):
 
 @console_ns.route("/workspaces/current/triggers")
 class TriggerProviderListApi(Resource):
-    @console_ns.response(200, "Success", console_ns.models[TriggerProviderOpaqueResponse.__name__])
+    @console_ns.response(200, "Success", console_ns.models[TriggerProviderListResponse.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -130,7 +194,7 @@ class TriggerProviderListApi(Resource):
 
 @console_ns.route("/workspaces/current/trigger-provider/<path:provider>/info")
 class TriggerProviderInfoApi(Resource):
-    @console_ns.response(200, "Success", console_ns.models[TriggerProviderOpaqueResponse.__name__])
+    @console_ns.response(200, "Success", console_ns.models[TriggerProviderApiEntity.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -142,7 +206,7 @@ class TriggerProviderInfoApi(Resource):
 
 @console_ns.route("/workspaces/current/trigger-provider/<path:provider>/subscriptions/list")
 class TriggerSubscriptionListApi(Resource):
-    @console_ns.response(200, "Success", console_ns.models[TriggerProviderOpaqueResponse.__name__])
+    @console_ns.response(200, "Success", console_ns.models[TriggerSubscriptionListResponse.__name__])
     @setup_required
     @login_required
     @edit_permission_required
@@ -172,7 +236,7 @@ class TriggerSubscriptionListApi(Resource):
 )
 class TriggerSubscriptionBuilderCreateApi(Resource):
     @console_ns.expect(console_ns.models[TriggerSubscriptionBuilderCreatePayload.__name__])
-    @console_ns.response(200, "Success", console_ns.models[TriggerProviderOpaqueResponse.__name__])
+    @console_ns.response(200, "Success", console_ns.models[TriggerSubscriptionBuilderCreateResponse.__name__])
     @setup_required
     @login_required
     @edit_permission_required
@@ -202,7 +266,7 @@ class TriggerSubscriptionBuilderCreateApi(Resource):
     "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/<path:subscription_builder_id>",
 )
 class TriggerSubscriptionBuilderGetApi(Resource):
-    @console_ns.response(200, "Success", console_ns.models[TriggerProviderOpaqueResponse.__name__])
+    @console_ns.response(200, "Success", console_ns.models[SubscriptionBuilderApiEntity.__name__])
     @setup_required
     @login_required
     @edit_permission_required
@@ -220,7 +284,7 @@ class TriggerSubscriptionBuilderGetApi(Resource):
 )
 class TriggerSubscriptionBuilderVerifyApi(Resource):
     @console_ns.expect(console_ns.models[TriggerSubscriptionBuilderVerifyPayload.__name__])
-    @console_ns.response(200, "Success", console_ns.models[TriggerProviderOpaqueResponse.__name__])
+    @console_ns.response(200, "Success", console_ns.models[TriggerSubscriptionBuilderVerifyResponse.__name__])
     @setup_required
     @login_required
     @edit_permission_required
@@ -253,7 +317,7 @@ class TriggerSubscriptionBuilderVerifyApi(Resource):
 )
 class TriggerSubscriptionBuilderUpdateApi(Resource):
     @console_ns.expect(console_ns.models[TriggerSubscriptionBuilderUpdatePayload.__name__])
-    @console_ns.response(200, "Success", console_ns.models[TriggerProviderOpaqueResponse.__name__])
+    @console_ns.response(200, "Success", console_ns.models[SubscriptionBuilderApiEntity.__name__])
     @setup_required
     @login_required
     @edit_permission_required
@@ -286,7 +350,7 @@ class TriggerSubscriptionBuilderUpdateApi(Resource):
     "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/logs/<path:subscription_builder_id>",
 )
 class TriggerSubscriptionBuilderLogsApi(Resource):
-    @console_ns.response(200, "Success", console_ns.models[TriggerProviderOpaqueResponse.__name__])
+    @console_ns.response(200, "Success", console_ns.models[TriggerSubscriptionBuilderLogsResponse.__name__])
     @setup_required
     @login_required
     @edit_permission_required
@@ -689,7 +753,7 @@ class TriggerOAuthClientManageApi(Resource):
 )
 class TriggerSubscriptionVerifyApi(Resource):
     @console_ns.expect(console_ns.models[TriggerSubscriptionBuilderVerifyPayload.__name__])
-    @console_ns.response(200, "Success", console_ns.models[TriggerProviderOpaqueResponse.__name__])
+    @console_ns.response(200, "Success", console_ns.models[TriggerSubscriptionBuilderVerifyResponse.__name__])
     @setup_required
     @login_required
     @edit_permission_required

api/controllers/console/workspace/workspace.py

@@ -33,6 +33,7 @@ from extensions.ext_database import db
 from fields.base import ResponseModel
 from libs.helper import OptionalTimestampField, TimestampField, dump_response, to_timestamp
 from libs.login import login_required
+from libs.pagination import paginate_query
 from models.account import Account, Tenant, TenantAccountJoin, TenantCustomConfigDict, TenantStatus
 from services.account_service import TenantService
 from services.billing_service import BillingService, SubscriptionPlan
@@ -102,6 +103,7 @@ class TenantListItemResponse(ResponseModel):
     plan: str | None = None
     status: str | None = None
     created_at: int | None = None
+    last_opened_at: int | None = None
     current: bool
 
     @field_validator("plan", "status", mode="before")
@@ -113,9 +115,9 @@ class TenantListItemResponse(ResponseModel):
             return value
         return str(getattr(value, "value", value))
 
-    @field_validator("created_at", mode="before")
+    @field_validator("created_at", "last_opened_at", mode="before")
     @classmethod
-    def _normalize_created_at(cls, value: datetime | int | None):
+    def _normalize_timestamp(cls, value: datetime | int | None):
         return to_timestamp(value)
 
 
@@ -293,7 +295,7 @@ class WorkspaceListApi(Resource):
         args = WorkspaceListQuery.model_validate(payload)
 
         stmt = select(Tenant).order_by(Tenant.created_at.desc())
-        tenants = db.paginate(select=stmt, page=args.page, per_page=args.limit, error_out=False)
+        tenants = paginate_query(stmt, page=args.page, per_page=args.limit)
         has_more = False
 
         if tenants.has_next:

api/controllers/files/__init__.py

@@ -14,11 +14,12 @@ api = ExternalApi(
 
 files_ns = Namespace("files", description="File operations", path="/")
 
-from . import image_preview, tool_files, upload
+from . import agent_drive_archive, image_preview, tool_files, upload
 
 api.add_namespace(files_ns)
 
 __all__ = [
+    "agent_drive_archive",
     "api",
     "bp",
     "files_ns",

api/controllers/files/agent_drive_archive.py

@@ -0,0 +1,67 @@
+from urllib.parse import quote
+
+from flask import Response, request
+from flask_restx import Resource
+from pydantic import BaseModel, Field
+from werkzeug.exceptions import Forbidden, NotFound
+
+from controllers.common.file_response import enforce_download_for_html
+from controllers.common.schema import register_schema_models
+from controllers.files import files_ns
+from models.agent import AgentDriveFileKind
+from services.agent_drive_service import AgentDriveError, AgentDriveService
+
+
+class AgentDriveArchiveMemberQuery(BaseModel):
+    tenant_id: str = Field(..., description="Tenant ID")
+    agent_id: str = Field(..., description="Agent ID")
+    key: str = Field(..., description="Virtual drive key")
+    archive_file_kind: AgentDriveFileKind = Field(..., description="Archive file kind")
+    archive_file_id: str = Field(..., description="Archive file id")
+    member_path: str = Field(..., description="Zip member path")
+    timestamp: str = Field(..., description="Unix timestamp")
+    nonce: str = Field(..., description="Random nonce")
+    sign: str = Field(..., description="HMAC signature")
+    as_attachment: bool = Field(default=False, description="Download as attachment")
+
+
+register_schema_models(files_ns, AgentDriveArchiveMemberQuery)
+
+
+@files_ns.route("/agent-drive/archive-member")
+class AgentDriveArchiveMemberApi(Resource):
+    @files_ns.doc("get_agent_drive_archive_member")
+    @files_ns.doc(description="Download a lazily resolved Agent Skill archive member by signed parameters")
+    def get(self):
+        args = AgentDriveArchiveMemberQuery.model_validate(request.args.to_dict(flat=True))
+        if not AgentDriveService.verify_archive_member_signature(
+            tenant_id=args.tenant_id,
+            agent_id=args.agent_id,
+            key=args.key,
+            archive_file_kind=args.archive_file_kind,
+            archive_file_id=args.archive_file_id,
+            member_path=args.member_path,
+            timestamp=args.timestamp,
+            nonce=args.nonce,
+            sign=args.sign,
+        ):
+            raise Forbidden("Invalid request.")
+        try:
+            payload, mime_type, filename = AgentDriveService().load_archive_member_for_signed_request(
+                tenant_id=args.tenant_id,
+                agent_id=args.agent_id,
+                key=args.key,
+                archive_file_kind=args.archive_file_kind,
+                archive_file_id=args.archive_file_id,
+                member_path=args.member_path,
+            )
+        except AgentDriveError as exc:
+            raise NotFound(exc.message) from exc
+
+        response = Response(payload, mimetype=mime_type, direct_passthrough=True, headers={})
+        response.headers["Content-Length"] = str(len(payload))
+        if args.as_attachment and filename:
+            encoded_filename = quote(filename)
+            response.headers["Content-Disposition"] = f"attachment; filename*=UTF-8''{encoded_filename}"
+        enforce_download_for_html(response, mime_type=mime_type, filename=filename, extension="")
+        return response

api/controllers/files/upload.py

@@ -28,6 +28,7 @@ class PluginUploadQuery(BaseModel):
     sign: str = Field(..., description="HMAC signature")
     tenant_id: str = Field(..., description="Tenant identifier")
     user_id: str | None = Field(default=None, description="User identifier")
+    conversation_id: str | None = Field(default=None, description="Conversation identifier")
 
 
 register_schema_models(files_ns, PluginUploadQuery)
@@ -92,6 +93,7 @@ class PluginUploadFileApi(Resource):
             mimetype=mimetype,
             tenant_id=tenant_id,
             user_id=user.id,
+            conversation_id=args.conversation_id,
             timestamp=timestamp,
             nonce=nonce,
             sign=sign,
@@ -105,7 +107,7 @@ class PluginUploadFileApi(Resource):
                 file_binary=file.stream.read(),
                 mimetype=mimetype,
                 filename=filename,
-                conversation_id=None,
+                conversation_id=args.conversation_id,
             )
 
             extension = guess_extension(tool_file.mimetype) or ".bin"

api/controllers/inner_api/__init__.py

@@ -17,8 +17,10 @@ inner_api_ns = Namespace("inner_api", description="Internal API operations", pat
 
 from . import mail as _mail
 from . import runtime_credentials as _runtime_credentials
+from .agent import tools as _agent_tools
 from .app import dsl as _app_dsl
 from .knowledge import retrieval as _knowledge_retrieval
+from .plugin import agent_config as _agent_config
 from .plugin import agent_drive as _agent_drive
 from .plugin import plugin as _plugin
 from .workspace import workspace as _workspace
@@ -26,7 +28,9 @@ from .workspace import workspace as _workspace
 api.add_namespace(inner_api_ns)
 
 __all__ = [
+    "_agent_config",
     "_agent_drive",
+    "_agent_tools",
     "_app_dsl",
     "_knowledge_retrieval",
     "_mail",

api/controllers/inner_api/agent/__init__.py

@@ -0,0 +1 @@
+"""Agent backend inner API controllers."""

api/controllers/inner_api/agent/tools.py

@@ -0,0 +1,70 @@
+"""Inner API endpoint for Agent core tool invocation."""
+
+from flask_restx import Resource
+from pydantic import ValidationError
+from sqlalchemy.orm import Session
+
+from controllers.common.schema import register_response_schema_models, register_schema_models
+from controllers.console.app.wraps import with_session
+from controllers.inner_api import inner_api_ns
+from controllers.inner_api.wraps import agent_inner_api_only
+from libs.exception import BaseHTTPException
+from services.agent_tool_inner_service import AgentToolInnerService
+from services.entities.agent_tool_inner import AgentToolInvokeRequest, AgentToolInvokeResponse
+from services.errors.agent_tool_inner import AgentToolInnerServiceError
+
+
+class AgentToolInvokeHttpError(BaseHTTPException):
+    error_code = "agent_tool_invoke_failed"
+    description = "Agent tool invocation failed."
+    code = 500
+
+    def __init__(
+        self,
+        *,
+        error_code: str | None = None,
+        description: str | None = None,
+        status_code: int | None = None,
+    ) -> None:
+        if error_code is not None:
+            self.error_code = error_code
+        if description is not None:
+            self.description = description
+        if status_code is not None:
+            self.code = status_code
+        super().__init__(self.description)
+
+
+register_schema_models(inner_api_ns, AgentToolInvokeRequest)
+register_response_schema_models(inner_api_ns, AgentToolInvokeResponse)
+
+
+@inner_api_ns.route("/agent/tools/invoke")
+class AgentToolInvokeApi(Resource):
+    """Invoke one Agent tool through the API-owned core tool runtime path."""
+
+    @agent_inner_api_only
+    @inner_api_ns.doc("inner_agent_tool_invoke")
+    @inner_api_ns.expect(inner_api_ns.models[AgentToolInvokeRequest.__name__])
+    @inner_api_ns.response(200, "Tool invoked successfully", inner_api_ns.models[AgentToolInvokeResponse.__name__])
+    @with_session
+    def post(self, session: Session) -> dict[str, object]:
+        try:
+            payload = AgentToolInvokeRequest.model_validate(inner_api_ns.payload or {})
+        except ValidationError as exc:
+            raise AgentToolInvokeHttpError(
+                error_code="invalid_request",
+                description=str(exc),
+                status_code=400,
+            ) from exc
+
+        try:
+            response = AgentToolInnerService().invoke(session=session, request=payload)
+        except AgentToolInnerServiceError as exc:
+            raise AgentToolInvokeHttpError(
+                error_code=exc.error_code,
+                description=exc.description,
+                status_code=exc.status_code,
+            ) from exc
+
+        return response.model_dump(mode="json")

api/controllers/inner_api/knowledge/retrieval.py

@@ -9,12 +9,13 @@ app/dataset validation remains in the service layer.
 
 from flask_restx import Resource
 from pydantic import ValidationError
+from sqlalchemy.orm import Session
 
 from controllers.common.schema import register_response_schema_models, register_schema_models
+from controllers.console.app.wraps import with_session
 from controllers.inner_api import inner_api_ns
 from controllers.inner_api.wraps import plugin_inner_api_only
 from core.workflow.nodes.knowledge_retrieval import exc as retrieval_exc
-from extensions.ext_database import db
 from libs.exception import BaseHTTPException
 from services.entities.knowledge_retrieval_inner import InnerKnowledgeRetrieveRequest, InnerKnowledgeRetrieveResponse
 from services.errors.knowledge_retrieval import ExternalKnowledgeRetrievalError, InnerKnowledgeRetrievalServiceError
@@ -70,7 +71,8 @@ class InnerKnowledgeRetrieveApi(Resource):
             500: "Unexpected knowledge retrieval failure",
         }
     )
-    def post(self) -> dict[str, object]:
+    @with_session
+    def post(self, session: Session) -> dict[str, object]:
         """Validate the payload, run retrieval, and return workflow-style sources."""
         try:
             payload = InnerKnowledgeRetrieveRequest.model_validate(inner_api_ns.payload or {})
@@ -82,7 +84,7 @@ class InnerKnowledgeRetrieveApi(Resource):
             ) from exc
 
         try:
-            response = InnerKnowledgeRetrievalService().retrieve(payload, session=db.session)
+            response = InnerKnowledgeRetrievalService().retrieve(payload, session=session)
         except InnerKnowledgeRetrievalServiceError as exc:
             raise InnerKnowledgeRetrievalHttpError(
                 error_code=exc.error_code,

api/controllers/inner_api/plugin/agent_config.py

@@ -0,0 +1,243 @@
+"""Inner API for Agent Soul-backed config assets.
+
+These endpoints are called by the dify-agent server with the inner API key.
+They resolve the requested Agent config version directly from Agent Soul JSON
+and never expose signed download URLs or drive-owned metadata.
+"""
+
+from __future__ import annotations
+
+import io
+
+from flask import request, send_file
+from flask_restx import Resource
+from pydantic import BaseModel, ValidationError
+
+from controllers.console.wraps import setup_required
+from controllers.inner_api import inner_api_ns
+from controllers.inner_api.wraps import plugin_inner_api_only
+from services.agent_config_service import (
+    AgentConfigService,
+    AgentConfigServiceError,
+    AgentConfigVersionKind,
+    ConfigPushPayload,
+)
+
+
+class _ConfigTargetQuery(BaseModel):
+    tenant_id: str
+    user_id: str | None = None
+    config_version_id: str
+    config_version_kind: AgentConfigVersionKind
+
+
+class _ConfigMutationRequest(BaseModel):
+    tenant_id: str
+    user_id: str
+    config_version_id: str
+    config_version_kind: AgentConfigVersionKind
+
+
+class _ConfigPushRequest(_ConfigMutationRequest):
+    files: list[dict] = []
+    skills: list[dict] = []
+    env_text: str | None = None
+    note: str | None = None
+
+    def to_payload(self) -> ConfigPushPayload:
+        return ConfigPushPayload.model_validate(
+            {
+                "files": self.files,
+                "skills": self.skills,
+                "env_text": self.env_text,
+                "note": self.note,
+            }
+        )
+
+
+class _ConfigEnvUpdateRequest(_ConfigMutationRequest):
+    env_text: str
+
+
+class _ConfigNoteUpdateRequest(_ConfigMutationRequest):
+    note: str
+
+
+def _target_query_from_request() -> _ConfigTargetQuery:
+    return _ConfigTargetQuery.model_validate(
+        {
+            "tenant_id": request.args.get("tenant_id"),
+            "user_id": request.args.get("user_id"),
+            "config_version_id": request.args.get("config_version_id"),
+            "config_version_kind": request.args.get("config_version_kind"),
+        }
+    )
+
+
+def _error_response(exc: AgentConfigServiceError) -> tuple[dict[str, str], int]:
+    return {"code": exc.code, "message": exc.message}, exc.status_code
+
+
+@inner_api_ns.route("/agent-config/<string:agent_id>/manifest")
+class AgentConfigManifestApi(Resource):
+    @setup_required
+    @plugin_inner_api_only
+    @inner_api_ns.doc("agent_config_manifest")
+    def get(self, agent_id: str):
+        try:
+            query = _target_query_from_request()
+            return AgentConfigService().manifest(
+                tenant_id=query.tenant_id,
+                agent_id=agent_id,
+                user_id=query.user_id,
+                config_version_id=query.config_version_id,
+                config_version_kind=query.config_version_kind,
+            )
+        except ValidationError as exc:
+            return {"code": "invalid_request", "message": str(exc)}, 400
+        except AgentConfigServiceError as exc:
+            return _error_response(exc)
+
+
+@inner_api_ns.route("/agent-config/<string:agent_id>/skills/<string:name>/pull")
+class AgentConfigSkillPullApi(Resource):
+    @setup_required
+    @plugin_inner_api_only
+    @inner_api_ns.doc("agent_config_skill_pull")
+    def get(self, agent_id: str, name: str):
+        try:
+            query = _target_query_from_request()
+            result = AgentConfigService().pull_skill(
+                tenant_id=query.tenant_id,
+                agent_id=agent_id,
+                user_id=query.user_id,
+                config_version_id=query.config_version_id,
+                config_version_kind=query.config_version_kind,
+                name=name,
+            )
+            return send_file(
+                io.BytesIO(result.payload),
+                mimetype=result.mime_type,
+                as_attachment=True,
+                download_name=result.filename,
+            )
+        except ValidationError as exc:
+            return {"code": "invalid_request", "message": str(exc)}, 400
+        except AgentConfigServiceError as exc:
+            return _error_response(exc)
+
+
+@inner_api_ns.route("/agent-config/<string:agent_id>/skills/<string:name>/inspect")
+class AgentConfigSkillInspectApi(Resource):
+    @setup_required
+    @plugin_inner_api_only
+    @inner_api_ns.doc("agent_config_skill_inspect")
+    def get(self, agent_id: str, name: str):
+        try:
+            query = _target_query_from_request()
+            return AgentConfigService().inspect_skill(
+                tenant_id=query.tenant_id,
+                agent_id=agent_id,
+                user_id=query.user_id,
+                config_version_id=query.config_version_id,
+                config_version_kind=query.config_version_kind,
+                name=name,
+            )
+        except ValidationError as exc:
+            return {"code": "invalid_request", "message": str(exc)}, 400
+        except AgentConfigServiceError as exc:
+            return _error_response(exc)
+
+
+@inner_api_ns.route("/agent-config/<string:agent_id>/files/<string:name>/pull")
+class AgentConfigFilePullApi(Resource):
+    @setup_required
+    @plugin_inner_api_only
+    @inner_api_ns.doc("agent_config_file_pull")
+    def get(self, agent_id: str, name: str):
+        try:
+            query = _target_query_from_request()
+            result = AgentConfigService().pull_file(
+                tenant_id=query.tenant_id,
+                agent_id=agent_id,
+                user_id=query.user_id,
+                config_version_id=query.config_version_id,
+                config_version_kind=query.config_version_kind,
+                name=name,
+            )
+            return send_file(
+                io.BytesIO(result.payload),
+                mimetype=result.mime_type,
+                as_attachment=True,
+                download_name=result.filename,
+            )
+        except ValidationError as exc:
+            return {"code": "invalid_request", "message": str(exc)}, 400
+        except AgentConfigServiceError as exc:
+            return _error_response(exc)
+
+
+@inner_api_ns.route("/agent-config/<string:agent_id>/push")
+class AgentConfigPushApi(Resource):
+    @setup_required
+    @plugin_inner_api_only
+    @inner_api_ns.doc("agent_config_push")
+    def post(self, agent_id: str):
+        try:
+            body = _ConfigPushRequest.model_validate(request.get_json(silent=True) or {})
+            return AgentConfigService().push(
+                tenant_id=body.tenant_id,
+                agent_id=agent_id,
+                user_id=body.user_id,
+                config_version_id=body.config_version_id,
+                config_version_kind=body.config_version_kind,
+                payload=body.to_payload(),
+            )
+        except ValidationError as exc:
+            return {"code": "invalid_request", "message": str(exc)}, 400
+        except AgentConfigServiceError as exc:
+            return _error_response(exc)
+
+
+@inner_api_ns.route("/agent-config/<string:agent_id>/env")
+class AgentConfigEnvApi(Resource):
+    @setup_required
+    @plugin_inner_api_only
+    @inner_api_ns.doc("agent_config_env")
+    def patch(self, agent_id: str):
+        try:
+            body = _ConfigEnvUpdateRequest.model_validate(request.get_json(silent=True) or {})
+            return AgentConfigService().update_env(
+                tenant_id=body.tenant_id,
+                agent_id=agent_id,
+                user_id=body.user_id,
+                config_version_id=body.config_version_id,
+                config_version_kind=body.config_version_kind,
+                env_text=body.env_text,
+            )
+        except ValidationError as exc:
+            return {"code": "invalid_request", "message": str(exc)}, 400
+        except AgentConfigServiceError as exc:
+            return _error_response(exc)
+
+
+@inner_api_ns.route("/agent-config/<string:agent_id>/note")
+class AgentConfigNoteApi(Resource):
+    @setup_required
+    @plugin_inner_api_only
+    @inner_api_ns.doc("agent_config_note")
+    def put(self, agent_id: str):
+        try:
+            body = _ConfigNoteUpdateRequest.model_validate(request.get_json(silent=True) or {})
+            return AgentConfigService().update_note(
+                tenant_id=body.tenant_id,
+                agent_id=agent_id,
+                user_id=body.user_id,
+                config_version_id=body.config_version_id,
+                config_version_kind=body.config_version_kind,
+                note=body.note,
+            )
+        except ValidationError as exc:
+            return {"code": "invalid_request", "message": str(exc)}, 400
+        except AgentConfigServiceError as exc:
+            return _error_response(exc)

api/controllers/inner_api/plugin/plugin.py

@@ -1,5 +1,7 @@
 from flask_restx import Resource
+from sqlalchemy.orm import Session
 
+from controllers.console.app.wraps import with_session
 from controllers.console.wraps import setup_required
 from controllers.inner_api import inner_api_ns
 from controllers.inner_api.plugin.wraps import get_user_tenant, plugin_data
@@ -236,10 +238,12 @@ class PluginInvokeToolApi(Resource):
             404: "Service not available",
         }
     )
-    def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeTool):
+    @with_session
+    def post(self, session: Session, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeTool):
         def generator():
             return PluginToolBackwardsInvocation.convert_to_event_stream(
                 PluginToolBackwardsInvocation.invoke_tool(
+                    session=session,
                     tenant_id=tenant_model.id,
                     user_id=user_model.id,
                     tool_type=ToolProviderType.value_of(payload.tool_type),
@@ -334,8 +338,10 @@ class PluginInvokeAppApi(Resource):
             404: "Service not available",
         }
     )
-    def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeApp):
+    @with_session
+    def post(self, session: Session, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeApp):
         response = PluginAppBackwardsInvocation.invoke_app(
+            session=session,
             app_id=payload.app_id,
             user_id=user_model.id,
             tenant_id=tenant_model.id,
@@ -428,6 +434,7 @@ class PluginUploadFileRequestApi(Resource):
             mimetype=payload.mimetype,
             tenant_id=tenant_model.id,
             user_id=user_model.id,
+            conversation_id=payload.conversation_id,
         )
         return BaseBackwardsInvocationResponse(data={"url": url}).model_dump()
 

api/controllers/inner_api/wraps.py

@@ -95,3 +95,15 @@ def plugin_inner_api_only[**P, R](view: Callable[P, R]) -> Callable[P, R]:
         return view(*args, **kwargs)
 
     return decorated
+
+
+def agent_inner_api_only[**P, R](view: Callable[P, R]) -> Callable[P, R]:
+    """Temporary alias for agent-backend inner API callers.
+
+    Agent tool and knowledge calls currently share the same trusted
+    `dify-agent -> Dify API` transport credentials as the plugin inner bridge.
+    Keep the wrapper name agent-specific so the controller surface does not grow
+    more plugin-only semantics while auth settings stay shared.
+    """
+
+    return plugin_inner_api_only(view)

api/controllers/mcp/mcp.py

@@ -236,7 +236,6 @@ class MCPAppApi(Resource):
         if not end_user and isinstance(mcp_request.root, mcp_types.InitializeRequest):
             client_info = mcp_request.root.params.clientInfo
             client_name = f"{client_info.name}@{client_info.version}"
-            with sessionmaker(db.engine, expire_on_commit=False).begin() as create_session:
-                end_user = self._create_end_user(client_name, app.tenant_id, app.id, mcp_server.id, create_session)
+            end_user = self._create_end_user(client_name, app.tenant_id, app.id, mcp_server.id, session)
 
-        return handle_mcp_request(app, mcp_request, user_input_form, mcp_server, end_user, request_id)
+        return handle_mcp_request(session, app, mcp_request, user_input_form, mcp_server, end_user, request_id)

api/controllers/openapi/_errors.py

@@ -34,7 +34,6 @@ class OpenApiErrorCode(StrEnum):
     # transport-generic (resolved from HTTP status for plain werkzeug raises)
     BAD_REQUEST = "bad_request"
     UNAUTHORIZED = "unauthorized"
-    TOKEN_EXPIRED = "token_expired"
     FORBIDDEN = "forbidden"
     NOT_FOUND = "not_found"
     METHOD_NOT_ALLOWED = "method_not_allowed"
@@ -224,19 +223,6 @@ class OpenApiErrorFormatter:
         return isinstance(part, (str, int)) and not isinstance(part, bool)
 
 
-class InvalidBearer(OpenApiError):  # noqa: N818
-    code = 401
-    error_code = OpenApiErrorCode.UNAUTHORIZED
-    description = "Invalid or unknown bearer token."
-
-
-class SessionExpired(OpenApiError):  # noqa: N818
-    code = 401
-    error_code = OpenApiErrorCode.TOKEN_EXPIRED
-    description = "Your session has expired."
-    hint = "Re-authenticate to continue (e.g. re-run your login command)."
-
-
 class FilenameNotExists(OpenApiError):  # noqa: N818
     code = 400
     error_code = OpenApiErrorCode.FILENAME_NOT_EXISTS

api/controllers/openapi/app_run.py

@@ -8,6 +8,7 @@ from contextlib import contextmanager
 from typing import Any
 
 from flask_restx import Resource
+from sqlalchemy.orm import Session
 from werkzeug.exceptions import (
     BadRequest,
     HTTPException,
@@ -20,6 +21,7 @@ from werkzeug.exceptions import (
 import services
 from controllers.common.fields import EventStreamResponse
 from controllers.common.wraps import RBACPermission, RBACResourceScope
+from controllers.console.app.wraps import with_session
 from controllers.openapi import openapi_ns
 from controllers.openapi._audit import emit_app_run
 from controllers.openapi._contract import accepts, returns
@@ -92,8 +94,9 @@ def _translate_service_errors() -> Generator[None, None, None]:
         raise CompletionRequestError(e.description)
 
 
-def _generate(app: App, caller: Any, args: dict[str, Any], streaming: bool):
+def _generate(app: App, caller: Any, args: dict[str, Any], streaming: bool, session: Session):
     return AppGenerateService.generate(
+        session=session,
         app_model=app,
         user=caller,
         args=args,
@@ -102,31 +105,31 @@ def _generate(app: App, caller: Any, args: dict[str, Any], streaming: bool):
     )
 
 
-def _run_chat(app: App, caller: Any, payload: AppRunRequest):
+def _run_chat(app: App, caller: Any, payload: AppRunRequest, session: Session):
     if not payload.query or not payload.query.strip():
         raise UnprocessableEntity("query_required_for_chat")
     args = payload.model_dump(exclude_none=True)
     with _translate_service_errors():
-        return _generate(app, caller, args, streaming=True)
+        return _generate(app, caller, args, streaming=True, session=session)
 
 
-def _run_completion(app: App, caller: Any, payload: AppRunRequest):
+def _run_completion(app: App, caller: Any, payload: AppRunRequest, session: Session):
     args = payload.model_dump(exclude_none=True)
     args["auto_generate_name"] = False
     args.setdefault("query", "")
     with _translate_service_errors():
-        return _generate(app, caller, args, streaming=True)
+        return _generate(app, caller, args, streaming=True, session=session)
 
 
-def _run_workflow(app: App, caller: Any, payload: AppRunRequest):
+def _run_workflow(app: App, caller: Any, payload: AppRunRequest, session: Session):
     if payload.query is not None:
         raise UnprocessableEntity("query_not_supported_for_workflow")
     args = payload.model_dump(exclude={"query", "conversation_id", "auto_generate_name"}, exclude_none=True)
     with _translate_service_errors():
-        return _generate(app, caller, args, streaming=True)
+        return _generate(app, caller, args, streaming=True, session=session)
 
 
-_DISPATCH: dict[AppMode, Callable[[App, Any, AppRunRequest], Any]] = {
+_DISPATCH: dict[AppMode, Callable[[App, Any, AppRunRequest, Session], Any]] = {
     AppMode.CHAT: _run_chat,
     AppMode.AGENT_CHAT: _run_chat,
     AppMode.ADVANCED_CHAT: _run_chat,
@@ -143,7 +146,8 @@ class AppRunApi(Resource):
     )
     @openapi_ns.response(200, "Run result (SSE stream)", openapi_ns.models[EventStreamResponse.__name__])
     @accepts(body=AppRunRequest)
-    def post(self, app_id: str, *, auth_data: AuthData, body: AppRunRequest):
+    @with_session
+    def post(self, session: Session, app_id: str, *, auth_data: AuthData, body: AppRunRequest):
         app_model, caller, caller_kind = auth_data.require_app_context()
 
         handler = _DISPATCH.get(app_model.mode)
@@ -151,7 +155,7 @@ class AppRunApi(Resource):
             raise UnprocessableEntity("mode_not_runnable")
 
         try:
-            stream_obj = handler(app_model, caller, body)
+            stream_obj = handler(app_model, caller, body, session)
         except HTTPException:
             raise
         except Exception: