jxzhangjhu/Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

embeddingslarge-language-modelsllmragrag-embeddingsretrieval-augmented-generationretrieval-information

License & maintenance

No license stated: by default nobody may reuse the code. Ask the authors before using it in a product.

Last code push 14 days ago.

	Repository	Stars	Language	License	Activity
1	HKUDS/LightRAG[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation	★ 40.2k	Python	MIT	Active
2	bojieli/ai-agent-book《深入理解 AI Agent：设计原理与工程实践》（李博杰著）开源主仓库：全书正文、编译版 PDF 与按章配套代码	★ 54.8k	Python	Apache-2.0	Active
3	run-llama/llama_indexLlamaIndex is the document processing platform for AI	★ 52.6k	Python	MIT	Active
4	ray-project/rayRay is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.	★ 44.1k	Python	Apache-2.0	Active
5	VectifyAI/PageIndex📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG	★ 39.3k	Python	MIT	Active
6	google/langextractA Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visua	★ 39k	Python	Apache-2.0	Active
7	ItzCrazyKns/VaneVane is an AI-powered answering engine.	★ 37.4k	TypeScript	MIT	Active
8	microsoft/graphragA modular graph-based Retrieval-Augmented Generation (RAG) system	★ 36.4k	Python	MIT	Active