Alternatives

Ragbook Notebooks alternatives for AI agents.

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

Current skill

Ragbook Notebooks

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

70
Quality
79
Trust
553
Stars
#1

SurfSense

Similarity 143Trust 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
#2

Handy Ollama

Similarity 142Trust 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
#3

RAG Cookbooks

Similarity 139Trust 87Strong 74

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

2.5K starsFeb 17, 2025 pushdataJupyter NotebookRAG
$ npx skills add athina-ai/rag-cookbooks
#4

OpenKB

Similarity 139Trust 92Excellent 100

OpenKB: Open LLM Knowledge Base

2.0K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add VectifyAI/OpenKB
#5

Hands On AI Engineering

Similarity 138Trust 92Excellent 98

A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.

1.6K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add Sumanth077/Hands-On-AI-Engineering
#6

Dynamiq

Similarity 138Trust 93Excellent 100

Dynamiq is an orchestration framework for agentic AI and LLM applications

1.1K starsJun 15, 2026 pushdataPythonRAG
$ npx skills add dynamiq-ai/dynamiq
#7

Awesome Llm Apps

Similarity 136Trust 97Excellent 100

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

114K starsJun 13, 2026 pushdataPythonRAG
$ npx skills add Shubhamsaboo/awesome-llm-apps
#8

Llama Index

Similarity 136Trust 96Excellent 100

LlamaIndex is the leading document agent and OCR platform

50K starsJun 15, 2026 pushdataPythonRAG
$ npx skills add run-llama/llama_index
#9

Haystack

Similarity 136Trust 98Excellent 100

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

26K starsJun 12, 2026 pushdataMDXRAG
$ npx skills add deepset-ai/haystack
#10

Graphrag

Similarity 136Trust 95Excellent 100

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

34K starsJun 16, 2026 pushdataPythonRAG
$ npx skills add microsoft/graphrag
#11

Graphiti

Similarity 136Trust 95Excellent 100

Build Real-Time Knowledge Graphs for AI Agents

27K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add getzep/graphiti
#12

Hello Agents

Similarity 135Trust 90Excellent 100

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

59K starsJun 11, 2026 pushdataPythonRAG
$ npx skills add datawhalechina/hello-agents
#13

TaskingAI

Similarity 135Trust 86Strong 78

The open source platform for AI-native application development.

5.4K starsDec 2, 2024 pushdataPythonRAG
$ npx skills add TaskingAI/TaskingAI
#14

LEANN

Similarity 135Trust 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
#15

LEANN

Similarity 135Trust 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
#16

BRAG Langchain

Similarity 134Trust 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

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 Ragbook Notebooks 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.