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feat(ai): comprehensive AI Collection Creator improvements, rate-limiting fixes, and interactive Schema Canvas visualize - #393
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📝 WalkthroughWalkthroughThe PR extends AI collection creation with nested schema fields, unique metadata, dynamic iteration limits, session cleanup, improved BYOK diagnostics, and a new interactive schema viewer with canvas and table modes. ChangesAI Collection Creator
Estimated code review effort: 4 (Complex) | ~45 minutes Merge Risk: 🟡 Moderate · up to This change adds AI-driven collection creation, session resets, rate limiting, and schema visualization, but the current implementation can reject valid nested array schemas, allow concurrent requests to exceed the turn limit, report a failed chat reset as successful, and hide deeply nested fields from the preview. These issues can block collection creation or leave users with misleading chat and schema state, so the PR is not merge-ready until the major correctness issues are addressed. Sequence Diagram(s)sequenceDiagram
participant User
participant CollectionCreatorAgent
participant DashboardAPI
participant Redis
User->>CollectionCreatorAgent: Enter prompt or select preset
CollectionCreatorAgent->>DashboardAPI: Send collection creator request
DashboardAPI->>Redis: Load session and iteration state
DashboardAPI->>Redis: Save iteration counter with two-hour TTL
DashboardAPI-->>CollectionCreatorAgent: Return schema, iterationsLeft, iterationLimit
CollectionCreatorAgent-->>User: Render schema canvas or table
User->>CollectionCreatorAgent: Confirm bulk insertion
CollectionCreatorAgent->>DashboardAPI: Insert collections
Possibly related PRs
Suggested reviewers: 🚥 Pre-merge checks | ✅ 5✅ Passed checks (5 passed)
✨ Finishing Touches📝 Generate docstrings
🧪 Generate unit tests (beta)
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Actionable comments posted: 6
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Inline comments:
In `@apps/dashboard-api/src/controllers/ai.controller.js`:
- Around line 211-218: Update the iteration handling around the controller’s
counter read and the write before forwardToPythonService so reservation is
atomic: check the configured limit and increment the counter in one Redis Lua
script or transaction, while refreshing the session and iteration TTLs together.
Reject requests that exceed the limit before calling forwardToPythonService, and
remove the separate non-atomic read/overwrite flow.
- Around line 274-279: Recursively transform array item schemas at the bulk
payload boundary: update the Array handling in the AI controller’s
sanitizeFields flow and the f.items forwarding in CollectionCreatorAgent.jsx so
nested Object item fields convert name to key at every depth before
createCollectionSchema. Preserve the AI response’s name-based shape until this
conversion and retain existing defaults for non-object array items.
In `@apps/python-service/routers/ai.py`:
- Around line 48-50: Add validation to CollectionField for Object types
requiring fields to be present and non-empty, rejecting missing, None, and empty
fields before persistence. Add tests covering each invalid case while preserving
valid structured fields.
In `@apps/web-dashboard/src/components/CollectionCreatorAgent.jsx`:
- Around line 104-120: Update handleResetChat so an api.delete failure displays
an error notification and returns before clearing local state or showing the
success toast. Keep the existing state reset and “Chat reset” notification only
after the server deletion succeeds, allowing the user to retry the idempotent
request.
- Around line 249-254: Update the suggestion buttons in the SUGGESTIONS map to
disable when aiStatus is loading or iterationsLeft is zero, matching the
textarea and send button states while preserving the existing onClick behavior.
In `@apps/web-dashboard/src/components/SchemaCanvasViewer.jsx`:
- Around line 459-516: Update the field rendering used by the Canvas and Table
views to recurse through each CollectionField.fields hierarchy, including nested
Object fields at every depth. Extract or reuse a single recursive field renderer
for both views, while preserving existing type badges, required/unique
indicators, reference links, and view-specific layout styling.
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Fix all unresolved CodeRabbit comments on this PR:
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📒 Files selected for processing (6)
apps/dashboard-api/src/controllers/ai.controller.jsapps/python-service/routers/ai.pyapps/python-service/tests/test_byok.pyapps/python-service/tests/test_collection_creator.pyapps/web-dashboard/src/components/CollectionCreatorAgent.jsxapps/web-dashboard/src/components/SchemaCanvasViewer.jsx
…ecursive schemas, pydantic object validation, reset error handling, and disabled suggestions
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📌 Overview
This PR delivers a full-stack architectural overhaul and UI/UX modernization of the AI Collection Creator across the Python microservice, Dashboard API, and Web Dashboard.
Key highlights include:
items(Arrays),fields(nested Objects), anduniqueattributes so LLM schema intent is never lost.🛠️ Changes by Layer
1. 🐍 Python AI Microservice (
apps/python-service)routers/ai.py):items: dict | None,fields: list[CollectionField] | None, andunique: bool = FalsetoCollectionField.Arrayitems format (e.g.{"type": "String"}) andObjectsub-schemas.llama-3.3-70b-versatile.test_byok.pyandtest_collection_creator.pyto match the latest structured output specifications.2. ⚡ Dashboard API (
apps/dashboard-api)ai.controller.js):EX 7200(2 hours) TTL toai:cc:iterations:{projectId}:{devId}to prevent permanent lockout after 3 turns.clearCollectionCreatorSessionto atomically flush both the chat transcript and iteration counter.iterationLimitdynamically in the API response.Project.findOnequeries inqueryBuilderinto a single query with selected BYOK fields.mongooserequire to module level.3. 🎨 Web Dashboard (
apps/web-dashboard)SchemaCanvasViewer.jsx):0.45xto1.6x)._id (ObjectId)primary key badges and field counts.String,Number,Boolean,Date,Ref,Array<Type>, andObject.→ collectionhighlights and glows the targeted collection node.Canvas (ERD)mode andTable (List)mode.CollectionCreatorAgent.jsx):🛒 E-commerce,📋 Project management,📝 Blog,🎓 Learning platform) on empty state.🧪 Verification & Testing
pytest): 15 / 15 passed in 6.00sjest): 154 / 154 passedeslint): 0 errors, 0 warningsvite build): Production bundle built successfully📸 Screenshots / Demos
Summary by CodeRabbit
New Features
Bug Fixes