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| # ECHO Project Progress Tracker | |
| **Date:** 2026-04-15 | |
| **Goal:** Finish ECHO project today | |
| --- | |
| ## 📊 Overall Status | |
| | Component | Status | Progress | | |
| |-----------|--------|----------| | |
| | Emily Core Pipeline | ✅ Done | 100% | | |
| | Emily FastAPI Server | ✅ Done | 100% | | |
| | ECHO Frontend | ✅ Done | 100% | | |
| | Integration (Frontend → Backend) | ✅ Done | 100% | | |
| | Auth + Server Persistence | ✅ Done | 100% | | |
| | Security Hardening | ✅ Done | 100% | | |
| | Mobile UX Polish | ✅ Done | 100% | | |
| | Testing & Validation | ⏳ In Progress | 55% | | |
| --- | |
| ## ✅ Completed Steps | |
| ### 1. Emily Emotive Pipeline Core | |
| | Module | File | Status | | |
| |--------|------|--------| | |
| | Input Gateway | `src/pipeline/stages/input_gateway/input_normalizer.py` | ✅ | | |
| | Emotion Engine (Heuristic) | `src/pipeline/stages/emotion_engine/emotion_classifier.py` | ✅ | | |
| | Emotion Engine (NLP) | `src/pipeline/stages/emotion_engine/nlp_emotion_model.py` | ✅ | | |
| | NLP Trainer | `src/pipeline/stages/emotion_engine/train_nlp_emotion_model.py` | ✅ | | |
| | Dataset Prep | `src/pipeline/stages/emotion_engine/dataset_prep.py` | ✅ | | |
| | Dual Memory Manager | `src/pipeline/stages/memory_manager/` | ✅ | | |
| | Policy Engine | `src/pipeline/stages/policy_engine/response_policy_selector.py` | ✅ | | |
| | Prompt Builder | `src/pipeline/stages/prompt_builder/prompt_assembler.py` | ✅ | | |
| | LLM Client (Ollama) | `src/pipeline/stages/llm_client/ollama_client.py` | ✅ | | |
| | Safety Processor | `src/pipeline/stages/safety_processor/response_guard.py` | ✅ | | |
| | Orchestrator | `src/pipeline/orchestrator/pipeline.py` | ✅ | | |
| | Telemetry | `src/pipeline/telemetry/` | ✅ | | |
| ### 2. Training Infrastructure | |
| | Component | Status | | |
| |-----------|--------| | |
| | Dataset loaders (dair-ai, EmotionDialogue) | ✅ | | |
| | JSONL export (train/val/test) | ✅ | | |
| | NLP model trainer (lexical + NB) | ✅ | | |
| | Model artifact saver | ✅ | | |
| | Zero-arg launchers | ✅ | | |
| ### 3. FastAPI Server | |
| | Endpoint | Status | | |
| |----------|--------| | |
| | `GET /` | ✅ | | |
| | `GET /health` | ✅ | | |
| | `POST /api/pipeline/analyze` | ✅ | | |
| | `POST /api/emotion` | ✅ | | |
| | `GET /api/insights/{user_id}` | ✅ (mock) | | |
| | `GET /api/memory/{user_id}` | ✅ (mock) | | |
| | CORS config | ✅ | | |
| | Startup/shutdown events | ✅ | | |
| ### 4. ECHO Frontend | |
| | Component | File | Status | | |
| |-----------|------|--------| | |
| | Next.js 14 setup | `package.json`, `next.config.mjs` | ✅ | | |
| | Tailwind config | `tailwind.config.ts` | ✅ | | |
| | Design tokens (OLED, neon) | ✅ | | |
| | Card component | `src/components/Card.tsx` | ✅ | | |
| | Button component | `src/components/Button.tsx` | ✅ | | |
| | Input component | `src/components/Input.tsx` | ✅ | | |
| | BentoGrid | `src/components/BentoGrid.tsx` | ✅ | | |
| | ParticleBackground | `src/components/ParticleBackground.tsx` | ✅ | | |
| | Dashboard page | `src/app/page.tsx` | ✅ | | |
| | Root layout | `src/app/layout.tsx` | ✅ | | |
| | Emily API client | `src/lib/emily-api.ts` | ✅ | | |
| | Multi-page routing | `src/app/notes/page.tsx`, `src/app/insights/page.tsx` | ✅ | | |
| | User login + per-user storage | `src/lib/user-data.ts` | ✅ | | |
| | Auto-save analyzed notes | `src/app/page.tsx` | ✅ | | |
| | Draft save + notes vault view | `src/app/page.tsx`, `src/app/notes/page.tsx` | ✅ | | |
| | Parallax/scroll motion | `src/app/page.tsx` | ✅ | | |
| | Real auth (register/login/me/logout) | `src/pipeline/api/main.py`, `src/pipeline/api/persistence.py` | ✅ | | |
| | Server DB for entries/drafts/users | `src/pipeline/api/persistence.py` (`logs/echo_app.db`) | ✅ | | |
| | Next API proxy routes | `src/app/api/pipeline/analyze/route.ts`, `src/app/api/backend/[...path]/route.ts` | ✅ | | |
| | Frontend migrated to server data | `src/lib/backend-api.ts`, `src/app/*.tsx` | ✅ | | |
| | Password reset flow | `src/pipeline/api/main.py`, `src/pipeline/api/persistence.py`, `src/app/page.tsx` | ✅ | | |
| | Entry edit/delete | `src/pipeline/api/main.py`, `src/pipeline/api/persistence.py`, `src/app/notes/page.tsx` | ✅ | | |
| | API rate limiting | `src/pipeline/api/main.py` | ✅ | | |
| | Global DB-backed rate limiting | `src/pipeline/api/persistence.py` | ✅ | | |
| | CORS tightening | `src/pipeline/api/main.py` | ✅ | | |
| | Auth flow E2E-style test | `tests/test_api_auth_flow.py` | ✅ | | |
| ### 5. Documentation | |
| | Doc | Status | | |
| |-----|--------| | |
| | `README.md` | ✅ | | |
| | `DOCs/Docs Main.md` | ✅ | | |
| | `DOCs/Basic Emotive AI Implementation Guide.md` | ✅ | | |
| | `DOCs/NLP Emotion Model Training Essentials.md` | ✅ | | |
| | `ECHO_website/README.md` | ✅ | | |
| | `ECHO_website/QUICKSTART.md` | ✅ | | |
| | `ECHO_website/ARCHITECTURE.md` | ✅ | | |
| | `ECHO_website/CLAUDE.md` | ✅ | | |
| --- | |
| ## ❌ Pending Steps | |
| ### 1. Production Hardening (High Priority) | |
| | Task | Details | | |
| |------|---------| | |
| | Fallback observability | Further telemetry dashboarding | | |
| | Session rotation strategy | Optional advanced policy (refresh tokens) | | |
| ### 2. Testing (Medium Priority) | |
| | Task | Details | | |
| |------|---------| | |
| | End-to-end test | Journal → Emily → Response | | |
| | Emotion model smoke test | Verify NLP model loads | | |
| | API contract test | Verify request/response shapes | | |
| | Frontend component test | Verify renders + interactions | | |
| ### 3. Polish (Low Priority) | |
| | Task | Details | | |
| |------|---------| | |
| | Mobile responsive | Improve multi-page breakpoints | | |
| | Loading states | Add richer skeleton/transition states | | |
| | Motion polish | More layered parallax + section reveals | | |
| | Note management | Bulk actions/search filters | | |
| --- | |
| ## 🎯 Critical Path to Finish Today | |
| ``` | |
| 1. Start Emily API server (uvicorn) | |
| 2. Start frontend app | |
| 3. Login with username | |
| 4. Analyze entries and verify auto-saved notes | |
| 5. Review Notes + Insights pages | |
| ``` | |
| --- | |
| ## 🚀 Commands Reference | |
| ### Start Emily Backend | |
| ```bash | |
| cd D:\dheer@j\Emily | |
| $env:PYTHONPATH="core/src" | |
| .venv\Scripts\python -m uvicorn pipeline.api.main:app --reload --reload-dir core/src --port 8000 | |
| ``` | |
| ### Start ECHO Frontend | |
| ```bash | |
| cd D:\dheer@j\Emily\web | |
| npm run dev | |
| ``` | |
| ### Run NLP Training (if needed) | |
| ```bash | |
| cd D:\dheer@j\Emily | |
| .venv\Scripts\python run_prepare_emotion_dataset.py | |
| .venv\Scripts\python run_train_nlp_emotion_model.py | |
| ``` | |
| --- | |
| ## 📝 Change Log | |
| | Time | Change | File | | |
| |------|--------|------| | |
| | - | Initial assessment | - | | |
| --- | |
| ## 🔧 Known Issues | |
| | Issue | Severity | Workaround | | |
| |-------|----------|------------| | |
| | Next API proxy route missing | Medium | Frontend calls backend directly | | |
| | Real auth not implemented | Medium | Local username login only | | |
| | Server persistence not implemented | Medium | localStorage per user | | |
| | Insights engine mock data | Low | Real implementation pending | | |
| --- | |
| ## ✅ Definition of Done | |
| - [x] Emily API serves responses to frontend | |
| - [x] Journal entry → emotion analysis → response works | |
| - [x] UI displays Emily's reply with emotion-based coloring | |
| - [x] Login/register required with backend auth | |
| - [x] Analyze auto-saves note and notes are visible | |
| - [x] Multi-page navigation works | |
| - [x] Notes/drafts persisted in server SQLite DB | |
| - [x] Password reset request/confirm flow works | |
| - [x] Edit/delete analyzed notes works | |
| - [x] DB-backed global rate limit enabled | |
| - [x] Mobile bottom nav + tighter mobile spacing | |
| - [x] Backend and frontend build/type checks pass | |
| - [x] Python test suite passes in current venv | |
| - [ ] No console errors in browser | |
| - [ ] Dev server runs without crashes | |