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OneRAG

OneRAG

by notadev-iamaura · GitHub

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenAI-compatible API. 2100+ tests.

# chatbot# chromadb# fastapi# graphrag
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⭐ Stars
123
🍴 Forks
40
📜 License
MIT
Commercial use OK
📅 Created
2026
🔄 Last commit
today
🏷️ Category
chatbot
💻 Language
🖥️ Self-hostable
Likely
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OneRAG — GitHub preview card
📈 Star history
124123
2026-07-202026-07-21
📄 About

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenAI-compatible API. 2100+ tests.

Frequently asked questions

What is OneRAG?

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenAI-compatible API. 2100+ tests.

Is OneRAG open source?

OneRAG is an open-source project. It is released under the MIT license.

Is OneRAG free?

Yes. OneRAG is free and open source — you can use, modify and self-host it.

🏅 Maintainer of this project?
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