---
title: "Awesome-LLM-RAG"
type: "tool"
slug: "jxzhangjhu-awesome-llm-rag"
canonical_url: "https://www.graphcanon.com/tools/jxzhangjhu-awesome-llm-rag"
github_url: "https://github.com/jxzhangjhu/Awesome-LLM-RAG"
homepage_url: null
stars: 1338
forks: 86
primary_language: null
license: null
archived: false
categories: ["data-retrieval", "llm-frameworks"]
tags: ["embeddings", "large-language-models", "llm", "rag", "rag-embeddings", "retrieval-augmented-generation", "retrieval-information"]
updated_at: "2026-07-12T03:51:40.752335+00:00"
---

# Awesome-LLM-RAG

> a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

Awesome-LLM-RAG provides a comprehensive overview of resources related to Retrieval-Augmented Generation techniques used with Large Language Models.

## Facts

- Repository: https://github.com/jxzhangjhu/Awesome-LLM-RAG
- Stars: 1,338 · Forks: 86 · Open issues: 8 · Watchers: 11
- Last pushed: 2026-06-15T18:27:39+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Active (computed 2026-07-11T11:30:56.707Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:30:57.475Z
- Full report: [trust report](/tools/jxzhangjhu-awesome-llm-rag/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/jxzhangjhu-awesome-llm-rag/trust)

## Categories

- [Data & Retrieval](/categories/data-retrieval.md)
- [LLM Frameworks](/categories/llm-frameworks.md)

## Tags

embeddings, large-language-models, llm, rag, rag-embeddings, retrieval-augmented-generation, retrieval-information

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

- [ragflow](/tools/infiniflow-ragflow.md) - Retrieval-Augmented Generation engine with agent capabilities (★ 84,818) [Very active]
- [llm-app](/tools/pathwaycom-llm-app.md) - Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. (★ 59,068) [Very active]
- [ai-engineering-hub](/tools/patchy631-ai-engineering-hub.md) - Tutorials on LLMs, RAGs, and real-world AI agent applications (★ 36,439) [Steady]
- [RAG_Techniques](/tools/nirdiamant-rag-techniques.md) - Showcases advanced techniques for Retrieval-Augmented Generation (RAG) systems with detailed notebook tutorials. (★ 28,465) [Active]
- [kotaemon](/tools/cinnamon-kotaemon.md) - An open-source RAG-based tool for chatting with your documents. (★ 25,534) [Steady]
- [WeKnora](/tools/tencent-weknora.md) - Open-source LLM knowledge platform for creating a queryable RAG, autonomous reasoning agent, and self-maintaining Wiki. (★ 18,122) [Very active]

_+ 2 more not listed._

## Adoption goal

Awesome-LLM-RAG is a curated list specific to advanced retrieval augmented generation (RAG) techniques for Large Language Models.

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/jxzhangjhu-awesome-llm-rag`](/api/graphcanon/tools/jxzhangjhu-awesome-llm-rag)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_