ResearchGravity

Frontier intelligence for meta-invention. Research that compounds.

"Let the invention be hidden in your vision"

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Why • What's New • Architecture • Quick Start • Auto-Capture • Sources • Contact

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Proof Deck — See It Work

9-slide interactive proof: real DB stats, EvidencedFinding schema, 3-stream oracle critique, and a live pipeline demo that writes real findings to antigravity.db.

Open Interactive Deck

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What's New in v6.1 — Security & Reliability (January 2026)

Production-hardened API with enterprise security.

Feature	Description
🔐 JWT Authentication	Token-based auth with /api/auth/token endpoint
⏱️ Rate Limiting	slowapi integration (10/min search, 30/min write)
🛡️ Input Validation	Path traversal prevention, session ID sanitization
📝 Structured Logging	JSON/console formats with request context
🔄 Dead-Letter Queue	Failed writes queued for retry with exponential backoff
⚡ Async Cohere	Non-blocking embedding calls via asyncio.to_thread
🔒 Connection Pool	Semaphore-guarded SQLite pool (race condition fix)

Authentication

# Get JWT token
curl -X POST http://localhost:3847/api/auth/token \
  -H "Content-Type: application/json" \
  -d '{"client_id": "my-app", "scope": "write"}'

# Use token
curl -H "Authorization: Bearer <token>" http://localhost:3847/api/auth/me

# Or use API key
curl -H "X-API-Key: <your-api-key>" http://localhost:3847/api/v2/stats

Environment Variables

export RG_SECRET_KEY=$(python -c "import secrets; print(secrets.token_hex(32))")
export RG_API_KEY="your-service-api-key"
export RG_LOG_LEVEL="INFO"  # DEBUG, INFO, WARNING, ERROR
export RG_LOG_JSON="true"   # JSON format for production

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What's New in v6.0 — Interactive Research Platform (January 2026)

From manual workflow to intelligent auto-capture. 3x faster research sessions with real-time URL capture.