PROGRESS.md

ECHO Project Progress Tracker

Date: 2026-04-15
Goal: Finish ECHO project today

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📊 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%

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✅ 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	✅

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❌ 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

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🎯 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

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🚀 Commands Reference

Start Emily Backend

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

cd D:\dheer@j\Emily\web
npm run dev

Run NLP Training (if needed)

cd D:\dheer@j\Emily
.venv\Scripts\python run_prepare_emotion_dataset.py
.venv\Scripts\python run_train_nlp_emotion_model.py

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📝 Change Log

Time	Change	File
-	Initial assessment	-

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🔧 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

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✅ Definition of Done

• Emily API serves responses to frontend
• Journal entry → emotion analysis → response works
• UI displays Emily's reply with emotion-based coloring
• Login/register required with backend auth
• Analyze auto-saves note and notes are visible
• Multi-page navigation works
• Notes/drafts persisted in server SQLite DB
• Password reset request/confirm flow works
• Edit/delete analyzed notes works
• DB-backed global rate limit enabled
• Mobile bottom nav + tighter mobile spacing
• Backend and frontend build/type checks pass
• Python test suite passes in current venv
• No console errors in browser
• Dev server runs without crashes