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
81
Trust
6.5K
Stars
#1

Khoj

Similarity 133Trust 89Excellent 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 starsJun 24, 2026 pushdataPythonRAG
$ npx skills add khoj-ai/khoj
#2

Llama Index

Similarity 132Trust 86Excellent 100

LlamaIndex is the leading document agent and OCR platform

50K starsJun 17, 2026 pushdataPythonRAG
$ npx skills add run-llama/llama_index
#3

Onyx

Similarity 132Trust 85Excellent 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
#4

Hello Agents

Similarity 132Trust 84Excellent 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
#5

WrenAI

Similarity 131Trust 84Excellent 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
#6

Llm App

Similarity 127Trust 88Excellent 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
#7

Coze Studio

Similarity 126Trust 89Excellent 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
#8

Flowise

Similarity 126Trust 84Excellent 100

Build AI Agents, Visually

54K starsJun 10, 2026 pushdataTypeScriptRAG
$ npx skills add FlowiseAI/Flowise
#9

Eliza

Similarity 126Trust 87Excellent 100

Open source agentic operating system

19K starsJun 25, 2026 pushdataTypeScriptRAG
$ npx skills add elizaOS/eliza
#10

Happy Llm

Similarity 125Trust 83Excellent 97

📚 从零开始构建大模型

32K starsMay 6, 2026 pushdataJupyter NotebookRAG
$ npx skills add datawhalechina/happy-llm
#11

Graphrag

Similarity 125Trust 87Excellent 100

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

34K starsJun 18, 2026 pushdataPythonRAG
$ npx skills add microsoft/graphrag
#12

Kotaemon

Similarity 124Trust 87Excellent 100

An open-source RAG-based tool for chatting with your documents.

25K starsJun 9, 2026 pushdataPythonRAG
$ npx skills add Cinnamon/kotaemon
#13

LangBot

Similarity 124Trust 89Excellent 100

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, MiniMax, Ollama, SiliconFlow, Moonshot, openclaw / hermes agent, deerflow

16K starsJun 16, 2026 pushdataPythonRAG
$ npx skills add langbot-app/LangBot
#14

DB GPT

Similarity 124Trust 87Excellent 100

open-source agentic AI data assistant for the next generation of AI + Data products.

19K starsJun 18, 2026 pushdataPythonRAG
$ npx skills add eosphoros-ai/DB-GPT
#15

SurfSense

Similarity 124Trust 89Excellent 100

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

15K starsJun 27, 2026 pushdataPythonRAG
$ npx skills add MODSetter/SurfSense
#16

LEANN

Similarity 123Trust 89Excellent 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.

13K starsJul 3, 2026 pushdataPythonRAG
$ npx skills add yichuan-w/LEANN

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

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.