radiate-ai 0.1.1

The fastest way to add RAG to any Python app

radiate-ai

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That's it. No complex chains, no configuration hell.

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🎯 Features

• ✅ Zero-config ingestion - PDF, Markdown, TXT support out of the box
• ✅ Hybrid search - Combines dense + sparse retrieval for best accuracy
• ✅ Smart defaults - Works immediately, customize when needed
• ✅ OpenAI + Qdrant - Best-in-class embeddings + vector DB

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📦 Installation

pip install radiate-ai

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Requirements:

• Python 3.9+
• OpenAI API key
• Qdrant Cloud account (free tier available)

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🔧 Configuration

Create a .env file:

OPENAI_API_KEY=your_key_here QDRANT_URL=your_qdrant_url QDRANT_API_KEY=your_qdrant_key

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📚 Documentation

Coming soon! For now, check examples/ folder.

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🛠️ Development Status

Current Version: 0.1.0-alpha (MVP in progress)

Roadmap:

• Project structure
• Core ingestion engine
• Query API
• Multi-format support (PDF, MD, TXT)
• PyPI publication
• TypeScript version

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🤝 Contributing

This is an early-stage project. Issues and PRs welcome!

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📄 License

MIT License - see LICENSE file

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🔗 Links

• Twitter/X: Coming soon
• Discord: Coming soon
• Docs: Coming soon

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Inspired by the simplicity of Vercel AI SDK and the power of LlamaIndex.