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Wiki Connect

Connect any two topics using Qdrant vector search across 35M Wikipedia articles, with Linkup for real-time web grounding.

Stack

  • Qdrant - Vector search (35M Wikipedia articles, user memory)
  • Linkup - Real-time web search fallback
  • Google ADK - Agent framework with Gemini 2.0 Flash
  • Next.js - Frontend

Setup

# Backend
uv sync

# Frontend
cd frontend && pnpm install

Create .env:

QDRANT_URL=your_qdrant_url
QDRANT_API_KEY=your_qdrant_key
GOOGLE_API_KEY=your_google_key
COHERE_API_KEY=your_cohere_key
LINKUP_API_KEY=your_linkup_key

Run

# Backend
uv run uvicorn api_server:app --port 8000

# Frontend
cd frontend && pnpm dev

Open http://localhost:3000

About

Multi-source AI agent with Qdrant BQ search, ColBERT reranking, and live web search via Linkup

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