Build and experiment with RAG, locally.

RAGLight is a lightweight, modular Python framework for rapidly prototyping and running Retrieval-Augmented Generation systems.

Quick Start Examples

# Install RAGLight
pip install raglight

# Launch interactive RAG setup
raglight chat

# Optional Agentic CLI
raglight agentic-chat

Local-First

Build and iterate without dependency on remote services. Privacy by design.

Swap embeddings, vector stores, and LLMs freely (Ollama, Chroma, etc).

Open-source, local-first, and ready for experimentation.