missless

missless — Virtual Reunion

그리운 사람과의 가상 재회 — YouTube 영상을 분석하여 AI가 그 사람의 성격을 재현하고, 실시간 음성 대화 + 이미지 생성 + BGM으로 몰입감 있는 재회 경험을 제공합니다.

Features

• Voice-First Experience — 텍스트 입력 없이 100% 음성 기반 상호작용
• YouTube Video Analysis — Gemini 2.5 Pro로 영상 속 인물의 말투, 성격, 표정을 분석
• 30 HD Preset Voices — 분석 결과를 기반으로 가장 적합한 음성 자동 매핑
• Progressive Image Generation — Flash 프리뷰(1-3초) → Imagen 4 고품질(8-12초) 2단계 렌더링
• Real-time BGM — 대화 분위기에 맞춰 자동으로 배경음악 전환
• Shareable Album — 재회 장면을 앨범으로 생성하여 공유

Architecture

Browser (Next.js 15 PWA)
    │ WebSocket (audio PCM + events)
    │ HTTPS (upload, health)
    ▼
Go Backend (Cloud Run)
    ├── SessionManager (state machine)
    │   └── Onboarding → Analyzing → Transitioning → Reunion → Album → Ended
    ├── Live API Proxy (bidirectional audio streaming)
    ├── Tool Executor (6 server-side tools)
    │   ├── generate_scene      → Progressive 2-stage image
    │   ├── generate_story_page → Native interleaved text+image
    │   ├── change_atmosphere   → BGM crossfade
    │   ├── recall_memory       → Firestore search
    │   ├── analyze_user        → Vision analysis
    │   └── end_reunion         → Album generation
    ├── Onboarding Pipeline (Sequential Agent)
    │   ├── Stage 1: VideoAnalyzer (YouTube URL analysis)
    │   └── Stage 2: VoiceMatcher (30 preset mapping)
    └── Album Generator
    ▼
Google Cloud Services
    ├── Gemini API (Live, Pro, Flash Image, Imagen 4)
    ├── YouTube Data API v3
    ├── Cloud Firestore (sessions, personas, memories)
    └── Cloud Storage (BGM presets, generated assets)

Tech Stack

AI Models

Quick Start

Prerequisites

• Go 1.25+
• Node.js 20+
• GCP project with APIs enabled (Gemini, YouTube Data, Firestore, Storage)
• gcloud CLI authenticated

1. Clone & Install

git clone https://github.com/Two-Weeks-Team/missless.git
cd missless

# Go dependencies
go mod download

# Frontend dependencies
cd web && npm install && cd ..

2. Environment Setup

cp .env.example .env
# Edit .env with your API keys and credentials

Required environment variables:

3. Run Locally

# Build frontend
cd web && npm run build && cd ..

# Run Go server
go run cmd/server/main.go

Open http://localhost:18080

4. Run Tests

# Go tests with race detector
go test -race ./...

# Frontend
cd web && npm run lint && npx tsc --noEmit

Deployment

Cloud Run (via Cloud Build)

gcloud builds submit --config deploy/cloudbuild.yaml

Docker (Manual)

docker build -f deploy/Dockerfile -t missless .
docker run -p 18080:18080 --env-file .env missless

Project Structure

missless/
├── cmd/server/main.go           # Entry point
├── internal/
│   ├── config/                  # Environment config + HTTP client
│   ├── session/                 # SessionManager (state machine)
│   ├── live/                    # Live API proxy + tools + reconnect
│   ├── onboarding/              # Sequential Agent pipeline
│   ├── scene/                   # Image generation + CharacterAnchor + album
│   ├── media/                   # YouTube client + privacy + upload
│   ├── auth/                    # Google OAuth 2.0
│   ├── store/                   # Firestore session store
│   ├── memory/                  # Memory CRUD (recall_memory)
│   ├── handler/                 # HTTP/WebSocket handlers
│   ├── middleware/               # Recovery + logging
│   ├── util/                    # SafeGo wrapper
│   └── retry/                   # Exponential backoff
├── web/                         # Next.js 15 PWA
├── deploy/
│   ├── Dockerfile               # Multi-stage build
│   └── cloudbuild.yaml          # Cloud Build pipeline
├── plan/v7/                     # Implementation specs
└── .github/workflows/ci.yml    # GitHub Actions CI

Development

Go Safety Rules

This project enforces strict Go safety patterns (see plan/v7/06-GO-SAFETY.md):

• util.SafeGo() — All goroutines must use this wrapper (panic recovery)
• Lock ordering — Manager(L1) → Proxy(L2) → ToolHandler(L3) → CharacterAnchor(L4) → AlbumGenerator(L5) → MemoryStore(L6)
• Race detector — go test -race is mandatory for all PRs
• No I/O under locks — Perform I/O outside critical sections
• Buffered channels — Always make(chan T, 1) minimum for goroutine results

CI Pipeline

Every push/PR triggers:

1. go vet ./...
2. staticcheck ./...
3. go test -race -count=1 ./...
4. go build
5. Frontend: tsc --noEmit + next lint + next build

License

MIT