Dodge-AI-ERP-Copilot / DOCS /task_log.md
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# Upgrade: Keyword-Match β†’ LLM Intent Detection
- [x] **Backend: LLM Intent Detector**
- [x] Add `detect_intent(query)` β†’ calls LLM β†’ returns `{intent, entities}`
- [x] Define intent types: trace_order, show_orders, billing_analysis, explain, fraud_check, etc.
- [x] **Backend: Intent-Based SQL**
- [x] Replace keyword `generate_sql()` with `generate_sql_from_intent(intent, entities)`
- [x] Deterministic SQL per intent, no more `if "trace" in q`
- [x] **Backend: LLM Summary**
- [x] Add `generate_llm_summary(query, result)` for clean natural language answers
- [x] Fallback to rule-based if LLM fails
- [x] **Backend: Conditional Highlights**
- [x] Only return `highlights` for trace/graph intents
- [x] Empty highlights for show_orders, billing_analysis, etc.
- [x] **Frontend: Smart Graph Control**
- [x] Only highlight when highlights array is non-empty
- [x] Clear previous highlights for non-graph queries
- [x] **Verification**
- [x] curl test all intents
- [x] Browser demo
- [x] **Feature: Visual Flow Trace in Chat**
- [x] Add `renderFlowTrace` component to `ChatPanel.jsx`
- [x] Render document chain with arrows (Order β†’ Delivery β†’ Billing β†’ Journal)
- [x] Support clicking on IDs in the flow to highlight them in the graph
- [x] Sync `main.py` and `main_OPENROUTER_FINAL.py` for correct flow data output
- [x] **Feature: Resizable Chat Panel**
- [x] Add `chatWidth` state to `App.jsx`
- [x] Implement draggable resize handle between Graph and Chat panels
- [x] Update `ChatPanel.jsx` to accept and use dynamic width
- [x] Add min/max width constraints for better UX
- [x] **Feature: Monorepo Refactor for Deployment**
- [x] Create `backend/` and `frontend/` directories
- [x] Move backend logic and DB to `backend/`
- [x] Create `backend/requirements.txt`
- [x] Update frontend to use `import.meta.env.VITE_API_URL`
- [x] Create `frontend/.env` for local development
- [x] Verify local run in browser
- [x] Commit all changes locally (Monorepo + Updates)
- [x] Final Push to GitHub (Success πŸš€)
- [x] Fix Vercel 404: Add `frontend/vercel.json` and push
- [x] Fix API 422: Refactor `/query` from GET to POST