Alternatives

RAG Cookbooks alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

RAG Cookbooks

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

74
Quality
87
Trust
2.5K
Stars
#1

LEANN

Similarity 143Trust 99Excellent 100

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

12K starsJun 7, 2026 pushdataPythonRAG
$ npx skills add yichuan-w/LEANN
#2

LEANN

Similarity 143Trust 98Excellent 100

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

12K starsJun 9, 2026 pushdataPythonRAG
$ npx skills add StarTrail-org/LEANN
#3

Ragbook Notebooks

Similarity 134Trust 79Strong 70

Repository for the "Building LLMs for Production" book by Towards AI.

553 starsJan 25, 2026 pushdataJupyter NotebookRAG
$ npx skills add towardsai/ragbook-notebooks
#4

All In RAG

Similarity 133Trust 91Excellent 100

🔍大模型应用开发实战一:RAG 技术全栈指南,在线阅读地址:https://datawhalechina.github.io/all-in-rag/

8.5K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add datawhalechina/all-in-rag
#5

Graphrag

Similarity 128Trust 95Excellent 100

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

34K starsJun 16, 2026 pushdataPythonRAG
$ npx skills add microsoft/graphrag
#6

Onyx

Similarity 128Trust 94Excellent 100

Open Source AI Platform - AI Chat with advanced features that works with every LLM

30K starsJun 13, 2026 pushdataPythonRAG
$ npx skills add onyx-dot-app/onyx
#7

SurfSense

Similarity 127Trust 98Excellent 100

An open source, privacy focused alternative to NotebookLM for teams with no data limits. Join our Discord: https://discord.gg/ejRNvftDp9

14K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add MODSetter/SurfSense
#8

TaskingAI

Similarity 127Trust 86Strong 78

The open source platform for AI-native application development.

5.4K starsDec 2, 2024 pushdataPythonRAG
$ npx skills add TaskingAI/TaskingAI
#9

Llm App

Similarity 126Trust 97Excellent 100

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, and more.

59K starsJun 10, 2026 pushdataJupyter NotebookRAG
$ npx skills add pathwaycom/llm-app
#10

Handy Ollama

Similarity 126Trust 86Excellent 90

动手学Ollama,CPU玩转大模型部署,在线阅读地址:https://datawhalechina.github.io/handy-ollama/

2.4K starsJan 15, 2026 pushdataJupyter NotebookRAG
$ npx skills add datawhalechina/handy-ollama
#11

BRAG Langchain

Similarity 126Trust 85Excellent 85

Everything you need to know to build your own RAG application

4.1K starsNov 22, 2025 pushdataJupyter NotebookRAG
$ npx skills add bragai/bRAG-langchain
#12

12 Factor Agents

Similarity 125Trust 89Excellent 94

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

23K starsSep 21, 2025 pushdataTypeScriptRAG
$ npx skills add humanlayer/12-factor-agents
#13

Happy Llm

Similarity 125Trust 90Excellent 100

📚 从零开始构建大模型

31K starsMay 6, 2026 pushdataJupyter NotebookRAG
$ npx skills add datawhalechina/happy-llm
#14

Ai00 Server

Similarity 124Trust 85Excellent 85

The all-in-one RWKV runtime box with embed, RAG, AI agents, and more.

616 starsJun 9, 2026 pushdataRustRAG
$ npx skills add Ai00-X/ai00_server
#15

Chonkie

Similarity 124Trust 95Excellent 100

🦛 CHONK docs with Chonkie ✨ — The lightweight ingestion library for fast, efficient and robust RAG pipelines

4.1K starsJun 11, 2026 pushdataPythonRAG
$ npx skills add chonkie-inc/chonkie
#16

Awesome Opensource AI

Similarity 124Trust 95Excellent 100

Curated list of the best truly open-source AI projects, models, tools, and infrastructure.

3.9K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add alvinreal/awesome-opensource-ai

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep RAG Cookbooks if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.