Phase 2 Implementation Workflow
📋 Visual Step-by-Step Guide
This document provides a visual workflow for implementing Phase 2 using the 6 prompts.
🎯 Overview
┌──────────────────────────────────────────────────────────────┐
│ PHASE 2 IMPLEMENTATION │
│ (17-21 hours) │
│ │
│ 6 Prompts → 6 Components → 1 Complete Voice System │
└──────────────────────────────────────────────────────────────┘
🔄 Complete Workflow
START
│
├─ Read PHASE_2_IMPLEMENTATION_PROMPTS.md
├─ Backup code: git commit -m "Before Phase 2"
├─ Install: pip install -r requirements-phase2.txt
│
▼
┌────────────────────────────────────────────────────────────┐
│ PROMPT 1: ASR Module (2 hours) │
│ │
│ Input: PROMPT 1 → AI Assistant │
│ Output: app/voice/asr.py │
│ │
│ Actions: │
│ 1. Copy PROMPT 1 to AI assistant │
│ 2. Review generated code │
│ 3. Save to app/voice/asr.py │
│ 4. Test: python -c "from app.voice.asr import ..." │
│ 5. Commit: git commit -m "Add ASR module" │
│ │
│ Success Criteria: │
│ ✓ File created │
│ ✓ Import works │
│ ✓ No errors │
└────────────────────────────────────────────────────────────┘
│
▼
┌────────────────────────────────────────────────────────────┐
│ PROMPT 2: TTS Module (2 hours) │
│ │
│ Input: PROMPT 2 → AI Assistant │
│ Output: app/voice/tts.py │
│ │
│ Actions: │
│ 1. Copy PROMPT 2 to AI assistant │
│ 2. Review generated code │
│ 3. Save to app/voice/tts.py │
│ 4. Test: python -c "from app.voice.tts import ..." │
│ 5. Commit: git commit -m "Add TTS module" │
│ │
│ Success Criteria: │
│ ✓ File created │
│ ✓ Import works │
│ ✓ No errors │
└────────────────────────────────────────────────────────────┘
│
▼
┌────────────────────────────────────────────────────────────┐
│ PROMPT 3: Voice API (3 hours) │
│ │
│ Input: PROMPT 3 → AI Assistant │
│ Output: app/api/voice_endpoints.py │
│ app/api/voice_schemas.py │
│ │
│ Actions: │
│ 1. Copy PROMPT 3 to AI assistant │
│ 2. Review generated code (2 files) │
│ 3. Save both files │
│ 4. Test: python -c "from app.api.voice_endpoints ..." │
│ 5. Commit: git commit -m "Add voice API endpoints" │
│ │
│ Success Criteria: │
│ ✓ Both files created │
│ ✓ Imports work │
│ ✓ No errors │
└────────────────────────────────────────────────────────────┘
│
▼
┌────────────────────────────────────────────────────────────┐
│ PROMPT 4: Voice UI (4 hours) │
│ │
│ Input: PROMPT 4 → AI Assistant │
│ Output: ui/voice.html │
│ ui/voice.js │
│ ui/voice.css │
│ │
│ Actions: │
│ 1. Copy PROMPT 4 to AI assistant │
│ 2. Review generated code (3 files) │
│ 3. Save all three files │
│ 4. Test: Open voice.html in browser │
│ 5. Commit: git commit -m "Add voice UI" │
│ │
│ Success Criteria: │
│ ✓ All 3 files created │
│ ✓ UI renders in browser │
│ ✓ No console errors │
└────────────────────────────────────────────────────────────┘
│
▼
┌────────────────────────────────────────────────────────────┐
│ PROMPT 5: Integration (3 hours) │
│ │
│ Input: PROMPT 5 → AI Assistant │
│ Output: Updated app/config.py │
│ Updated app/main.py │
│ Updated .env.example │
│ │
│ Actions: │
│ 1. Copy PROMPT 5 to AI assistant │
│ 2. Review changes to 3 files │
│ 3. Apply changes carefully │
│ 4. Add to .env: PHASE_2_ENABLED=true │
│ 5. Test: python -m uvicorn app.main:app --reload │
│ 6. Check logs for "Phase 2 voice endpoints enabled" │
│ 7. Test Phase 1: curl http://localhost:8000/api/v1/health │
│ 8. Commit: git commit -m "Integrate Phase 2" │
│ │
│ Success Criteria: │
│ ✓ Server starts │
│ ✓ Phase 2 endpoints available │
│ ✓ Phase 1 still works │
│ ✓ No errors in logs │
└────────────────────────────────────────────────────────────┘
│
▼
┌────────────────────────────────────────────────────────────┐
│ PROMPT 6: Testing (3 hours) │
│ │
│ Input: PROMPT 6 → AI Assistant │
│ Output: tests/unit/test_voice_asr.py │
│ tests/unit/test_voice_tts.py │
│ tests/integration/test_voice_api.py │
│ │
│ Actions: │
│ 1. Copy PROMPT 6 to AI assistant │
│ 2. Review generated tests (3 files) │
│ 3. Save all test files │
│ 4. Run: pytest tests/unit/test_voice_*.py -v │
│ 5. Run: pytest tests/integration/test_voice_api.py -v │
│ 6. Run: pytest tests/ -v (ALL tests) │
│ 7. Fix any failures │
│ 8. Commit: git commit -m "Add Phase 2 tests" │
│ │
│ Success Criteria: │
│ ✓ All test files created │
│ ✓ All Phase 2 tests pass │
│ ✓ All Phase 1 tests pass │
│ ✓ No breaking changes │
└────────────────────────────────────────────────────────────┘
│
▼
┌────────────────────────────────────────────────────────────┐
│ FINAL VALIDATION │
│ │
│ Manual Testing: │
│ 1. Open http://localhost:8000/ui/voice.html │
│ 2. Click "Start Recording" │
│ 3. Speak: "Your account is blocked. Send OTP now!" │
│ 4. Click "Stop Recording" │
│ 5. Wait for processing │
│ 6. Verify: │
│ ✓ Transcription appears │
│ ✓ AI reply text appears │
│ ✓ Audio player appears │
│ ✓ AI voice plays │
│ ✓ Metadata displays │
│ ✓ Intelligence extracted (if any) │
│ │
│ 7. Test Phase 1: │
│ Open http://localhost:8000/ui/index.html │
│ ✓ Text chat still works │
│ │
│ 8. Final commit: git commit -m "Phase 2 complete" │
└────────────────────────────────────────────────────────────┘
│
▼
✅ PHASE 2 COMPLETE!
📊 Detailed Prompt Flow
PROMPT 1: ASR Module
┌─────────────────────────────────────────────────────────┐
│ YOU │
│ │ │
│ │ Copy PROMPT 1 │
│ │ "Create ASR module with Whisper..." │
│ ▼ │
│ AI ASSISTANT │
│ │ │
│ │ Generates app/voice/asr.py │
│ │ - ASREngine class │
│ │ - transcribe() method │
│ │ - Whisper integration │
│ │ - Error handling │
│ ▼ │
│ YOU │
│ │ │
│ │ Review code │
│ │ Save to app/voice/asr.py │
│ │ Test: python -c "from app.voice.asr import ..." │
│ │ Commit: git commit -m "Add ASR module" │
│ ▼ │
│ ✅ CHECKPOINT: ASR module works │
└─────────────────────────────────────────────────────────┘
PROMPT 2: TTS Module
┌─────────────────────────────────────────────────────────┐
│ YOU │
│ │ │
│ │ Copy PROMPT 2 │
│ │ "Create TTS module with gTTS..." │
│ ▼ │
│ AI ASSISTANT │
│ │ │
│ │ Generates app/voice/tts.py │
│ │ - TTSEngine class │
│ │ - synthesize() method │
│ │ - gTTS integration │
│ │ - Language mapping │
│ ▼ │
│ YOU │
│ │ │
│ │ Review code │
│ │ Save to app/voice/tts.py │
│ │ Test: python -c "from app.voice.tts import ..." │
│ │ Commit: git commit -m "Add TTS module" │
│ ▼ │
│ ✅ CHECKPOINT: TTS module works │
└─────────────────────────────────────────────────────────┘
PROMPT 3: Voice API
┌─────────────────────────────────────────────────────────┐
│ YOU │
│ │ │
│ │ Copy PROMPT 3 │
│ │ "Create voice API endpoints..." │
│ ▼ │
│ AI ASSISTANT │
│ │ │
│ │ Generates: │
│ │ 1. app/api/voice_schemas.py │
│ │ - VoiceEngageResponse │
│ │ - TranscriptionMetadata │
│ │ - VoiceFraudMetadata │
│ │ │
│ │ 2. app/api/voice_endpoints.py │
│ │ - POST /api/v1/voice/engage │
│ │ - GET /api/v1/voice/audio/{filename} │
│ │ - GET /api/v1/voice/health │
│ ▼ │
│ YOU │
│ │ │
│ │ Review both files │
│ │ Save both files │
│ │ Test imports │
│ │ Commit: git commit -m "Add voice API" │
│ ▼ │
│ ✅ CHECKPOINT: API code ready │
└─────────────────────────────────────────────────────────┘
PROMPT 4: Voice UI
┌─────────────────────────────────────────────────────────┐
│ YOU │
│ │ │
│ │ Copy PROMPT 4 │
│ │ "Create voice UI with recording..." │
│ ▼ │
│ AI ASSISTANT │
│ │ │
│ │ Generates: │
│ │ 1. ui/voice.html │
│ │ - Recording controls │
│ │ - Conversation display │
│ │ - Metadata section │
│ │ │
│ │ 2. ui/voice.js │
│ │ - MediaRecorder API │
│ │ - API integration │
│ │ - UI updates │
│ │ │
│ │ 3. ui/voice.css │
│ │ - Dark theme │
│ │ - Recording status │
│ │ - Message bubbles │
│ ▼ │
│ YOU │
│ │ │
│ │ Review all 3 files │
│ │ Save all files │
│ │ Open voice.html in browser │
│ │ Commit: git commit -m "Add voice UI" │
│ ▼ │
│ ✅ CHECKPOINT: UI renders │
└─────────────────────────────────────────────────────────┘
PROMPT 5: Integration
┌─────────────────────────────────────────────────────────┐
│ YOU │
│ │ │
│ │ Copy PROMPT 5 │
│ │ "Integrate Phase 2 into main app..." │
│ ▼ │
│ AI ASSISTANT │
│ │ │
│ │ Provides updates for: │
│ │ 1. app/config.py │
│ │ + PHASE_2_ENABLED │
│ │ + WHISPER_MODEL │
│ │ + TTS_ENGINE │
│ │ + Other Phase 2 settings │
│ │ │
│ │ 2. app/main.py │
│ │ + Conditional voice router inclusion │
│ │ │
│ │ 3. .env.example │
│ │ + Phase 2 config section │
│ ▼ │
│ YOU │
│ │ │
│ │ Review changes carefully │
│ │ Apply updates to all 3 files │
│ │ Add PHASE_2_ENABLED=true to .env │
│ │ Start server: uvicorn app.main:app --reload │
│ │ Check logs │
│ │ Test Phase 1 still works │
│ │ Commit: git commit -m "Integrate Phase 2" │
│ ▼ │
│ ✅ CHECKPOINT: Phase 2 integrated │
└─────────────────────────────────────────────────────────┘
PROMPT 6: Testing
┌─────────────────────────────────────────────────────────┐
│ YOU │
│ │ │
│ │ Copy PROMPT 6 │
│ │ "Create tests for Phase 2..." │
│ ▼ │
│ AI ASSISTANT │
│ │ │
│ │ Generates: │
│ │ 1. tests/unit/test_voice_asr.py │
│ │ - Test ASREngine │
│ │ - Test transcription │
│ │ - Test error handling │
│ │ │
│ │ 2. tests/unit/test_voice_tts.py │
│ │ - Test TTSEngine │
│ │ - Test synthesis │
│ │ - Test language mapping │
│ │ │
│ │ 3. tests/integration/test_voice_api.py │
│ │ - Test voice endpoints │
│ │ - Test full flow │
│ │ - Test Phase 1 unaffected │
│ ▼ │
│ YOU │
│ │ │
│ │ Review all test files │
│ │ Save all files │
│ │ Run: pytest tests/unit/test_voice_*.py │
│ │ Run: pytest tests/integration/test_voice_api.py │
│ │ Run: pytest tests/ (all tests) │
│ │ Fix any failures │
│ │ Commit: git commit -m "Add Phase 2 tests" │
│ ▼ │
│ ✅ CHECKPOINT: All tests pass │
└─────────────────────────────────────────────────────────┘
🎯 Progress Tracking
Visual Progress Bar
PROMPT 1: [████████████████████] 100% ✅
PROMPT 2: [████████████████████] 100% ✅
PROMPT 3: [████████████████████] 100% ✅
PROMPT 4: [████████████████████] 100% ✅
PROMPT 5: [████████████████████] 100% ✅
PROMPT 6: [████████████████████] 100% ✅
Overall: [████████████████████] 100% ✅ COMPLETE!
Time Tracking
Start Time: ___________
PROMPT 1: Start _______ End _______ Duration _______
PROMPT 2: Start _______ End _______ Duration _______
PROMPT 3: Start _______ End _______ Duration _______
PROMPT 4: Start _______ End _______ Duration _______
PROMPT 5: Start _______ End _______ Duration _______
PROMPT 6: Start _______ End _______ Duration _______
Total Duration: _______
🚦 Decision Points
After Each Prompt
┌─────────────────────────────────────────┐
│ Did the code generate successfully? │
└─────────────┬───────────────────────────┘
│
┌────┴────┐
│ YES │ NO
│ │ │
▼ │ ▼
Continue │ ┌──────────────────────┐
to next │ │ Debug: │
prompt │ │ - Check error msg │
│ │ - Review prompt │
│ │ - Ask AI for help │
│ │ - Try again │
│ └──────────────────────┘
│
▼
┌─────────────────────┐
│ Did tests pass? │
└─────────┬────────────┘
│
┌────┴────┐
│ YES │ NO
│ │ │
▼ │ ▼
Continue │ ┌──────────────────────┐
to next │ │ Debug: │
prompt │ │ - Read error output │
│ │ - Fix code │
│ │ - Run tests again │
│ └──────────────────────┘
│
▼
┌─────────────────────┐
│ Commit and continue │
└─────────────────────┘
📋 Checklist Format
Print this and check off as you go:
□ SETUP
□ Read PHASE_2_IMPLEMENTATION_PROMPTS.md
□ Backup: git commit -m "Before Phase 2"
□ Install: pip install -r requirements-phase2.txt
□ PROMPT 1: ASR Module (_____ hours)
□ Copy prompt to AI
□ Review generated code
□ Save app/voice/asr.py
□ Test import
□ Commit changes
□ PROMPT 2: TTS Module (_____ hours)
□ Copy prompt to AI
□ Review generated code
□ Save app/voice/tts.py
□ Test import
□ Commit changes
□ PROMPT 3: Voice API (_____ hours)
□ Copy prompt to AI
□ Review generated code (2 files)
□ Save voice_schemas.py
□ Save voice_endpoints.py
□ Test imports
□ Commit changes
□ PROMPT 4: Voice UI (_____ hours)
□ Copy prompt to AI
□ Review generated code (3 files)
□ Save voice.html
□ Save voice.js
□ Save voice.css
□ Test UI renders
□ Commit changes
□ PROMPT 5: Integration (_____ hours)
□ Copy prompt to AI
□ Review changes (3 files)
□ Update app/config.py
□ Update app/main.py
□ Update .env.example
□ Set PHASE_2_ENABLED=true
□ Start server
□ Check logs
□ Test Phase 1
□ Commit changes
□ PROMPT 6: Testing (_____ hours)
□ Copy prompt to AI
□ Review tests (3 files)
□ Save test_voice_asr.py
□ Save test_voice_tts.py
□ Save test_voice_api.py
□ Run Phase 2 tests
□ Run all tests
□ Fix failures
□ Commit changes
□ FINAL VALIDATION
□ Manual voice test
□ Phase 1 still works
□ All tests pass
□ Documentation updated
□ Final commit
✅ DONE!
🎉 Completion
When you reach this point:
┌────────────────────────────────────────────────────────┐
│ │
│ 🎉 PHASE 2 COMPLETE! 🎉 │
│ │
│ ✓ ASR Module working │
│ ✓ TTS Module working │
│ ✓ Voice API working │
│ ✓ Voice UI working │
│ ✓ Integration complete │
│ ✓ All tests passing │
│ ✓ Phase 1 still working │
│ │
│ You can now: │
│ - Record voice messages │
│ - Get AI voice replies │
│ - See transcriptions │
│ - Extract intelligence from voice │
│ │
│ Next: Deploy and demo! 🚀 │
│ │
└────────────────────────────────────────────────────────┘
Visual workflow for: PHASE_2_IMPLEMENTATION_PROMPTS.md
Start with: PROMPT 1 (ASR Module)
Track progress with this document!