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Stars

RAG

13 repositories

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: …

Python 38,611 3,689 Updated Jul 9, 2025

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

Python 7,422 831 Updated Jul 14, 2025

⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)

Python 3,139 269 Updated Nov 8, 2025

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

Python 4,399 352 Updated Nov 14, 2025

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

Python 7,440 614 Updated Nov 7, 2025

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,…

Jupyter Notebook 46,832 1,209 Updated Oct 23, 2025

Question and Answer based on Anything.

Python 13,741 1,327 Updated Mar 24, 2025

Neo4j graph construction from unstructured data

Jupyter Notebook 318 47 Updated Aug 1, 2024

Build AI Agents, Visually

TypeScript 46,540 23,089 Updated Nov 13, 2025

Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and…

Python 36,555 6,059 Updated Nov 10, 2025

A modular graph-based Retrieval-Augmented Generation (RAG) system

Python 29,150 3,061 Updated Nov 13, 2025

LightRAG与GraphRAG在索引构建、检索测试中的耗时、模型请求次数、Token消耗金额、检索质量等方面进行对比

Python 135 23 Updated Dec 1, 2024

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

Python 4,282 359 Updated Sep 1, 2025