👁️ watchR.ai

Autonomous Competitive Intelligence Agent for Indian Startups

Build Progress

Phase	Status
Docker Infrastructure	✅
Database Layer	✅
Blog + GitHub Scraper	✅
RAG Pipeline	✅
LangGraph Agent	✅
React Dashboard	⏳

Architecture

Blog Scraper ─────┐
                  │
GitHub Scraper ───┤
                  ▼
           Embedding Model
                  ▼
             ChromaDB
                  ▼
            Gemini Flash
                  ▼
          Competitive Report 


# Graph flow:
  trigger_scrape
      ↓
  await_scrape ←──── (loops until done)
      ↓ (when scrape_done=True)
  analyze_tech
      ↓
  analyze_hiring
      ↓
  analyze_product
      ↓
  synthesize
      ↓
  END