Alternatives

Rags alternatives for AI agents.

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

Current skill

Rags

Build ChatGPT over your data, all with natural language

79
Quality
84
Trust
6.5K
Stars
#1

Gptme

Similarity 138Trust 91Excellent 100

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!

4.3K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add gptme/gptme
#2

Llama Index

Similarity 134Trust 96Excellent 100

LlamaIndex is the leading document agent and OCR platform

50K starsJun 15, 2026 pushdataPythonRAG
$ npx skills add run-llama/llama_index
#3

Khoj

Similarity 134Trust 96Excellent 100

Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.

35K starsMar 26, 2026 pushdataPythonRAG
$ npx skills add khoj-ai/khoj
#4

Onyx

Similarity 134Trust 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
#5

Langchain Chatchat

Similarity 134Trust 93Excellent 100

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 Llama) RAG and Agent app with langchain

38K starsNov 10, 2025 pushdataPythonRAG
$ npx skills add chatchat-space/Langchain-Chatchat
#6

Hello Agents

Similarity 133Trust 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
#7

WrenAI

Similarity 132Trust 92Excellent 100

Give AI agents the context to query business data correctly through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data sources, that helps you build agentic GenBI, text-to-sql, dashboards, and agentic analytics.

16K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add Canner/WrenAI
#8

Quivr

Similarity 131Trust 84Excellent 95

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: PGVector, Faiss. Any Files. Anyway you want.

39K starsJul 9, 2025 pushdataPythonRAG
$ npx skills add QuivrHQ/quivr
#9

AdalFlow

Similarity 130Trust 93Excellent 100

AdalFlow: The library to build & auto-optimize LLM applications.

4.2K starsMay 29, 2026 pushdataPythonRAG
$ npx skills add SylphAI-Inc/AdalFlow
#10

Llm App

Similarity 128Trust 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
#11

Rankify

Similarity 128Trust 83Strong 75

🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation 🔥. Our toolkit integrates 40 pre-retrieved benchmark datasets and supports 7+ retrieval techniques, 24+ state-of-the-art Reranking models, and multiple RAG methods.

677 starsMay 6, 2026 pushdataPythonRAG
$ npx skills add DataScienceUIBK/Rankify
#12

Handy Ollama

Similarity 128Trust 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
#13

MemoryOS

Similarity 128Trust 94Excellent 97

[EMNLP 2025 Oral] MemoryOS is designed to provide a memory operating system for personalized AI agents.

1.5K starsApr 28, 2026 pushdataPythonRAG
$ npx skills add BAI-LAB/MemoryOS
#14

Flowise

Similarity 127Trust 92Excellent 100

Build AI Agents, Visually

54K starsJun 10, 2026 pushdataTypeScriptRAG
$ npx skills add FlowiseAI/Flowise
#15

Coze Studio

Similarity 127Trust 96Excellent 100

An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation.

21K starsApr 20, 2026 pushdataTypeScriptRAG
$ npx skills add coze-dev/coze-studio
#16

Happy Llm

Similarity 127Trust 90Excellent 100

📚 从零开始构建大模型

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

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 Rags if it already passes your workflow test and repository review.

Next step

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