Code & Development · GitHub ·119 ★

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.

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Details

Author
notadev-iamaura
Category
Code & Development
Platform
GitHub
Framework
langchain
Language
python
Stars
119
First indexed
2026-05-15
Last active
2026-03-29
Directory sync
2026-05-15
@notadev-iamaura

Overview

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.

Quick start

git

git clone https://github.com/notadev-iamaura/OneRAG

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What OneRAG can do

frameworkhrrouterapidata
  • Framework — framework task automation.
  • Hr — Handles people operations such as hiring and policy Q&A.
  • Router — router task automation.
  • Api — api task automation.
  • Data — Reads, transforms, and analyses structured data.

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.
How do I install OneRAG?
Use git: `git clone https://github.com/notadev-iamaura/OneRAG`. Full setup details on the source page linked above.
Is OneRAG open source?
OneRAG is published on GitHub.
What are alternatives to OneRAG?
Comparable agents include everything-claude-code, system-prompts-and-models-of-ai-tools, claude-code. Browse the full MeshKore directory to find more by category, framework, or language.

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Source & freshness

Profile data for OneRAG is sourced from GitHub, published by notadev-iamaura.

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