Alternatives

Agentic RAG For Dummies alternatives for AI agents.

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

Current skill

Agentic RAG For Dummies

A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

100
Quality
90
Trust
3.5K
Stars
#1

Haystack

Similarity 135Trust 90Excellent 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
#2

CV

Similarity 132Trust 85Excellent 100

✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

23K starsJun 30, 2026 pushdataJupyter NotebookRAG
$ npx skills add AccumulateMore/CV
#3

Flowise

Similarity 126Trust 85Excellent 100

Build AI Agents, Visually

54K starsJun 10, 2026 pushdataTypeScriptRAG
$ npx skills add FlowiseAI/Flowise
#4

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
#5

SurfSense

Similarity 126Trust 90Excellent 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
#6

Awesome Opensource AI

Similarity 123Trust 89Excellent 100

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

4.6K starsAug 18, 2026 pushdataPythonRAG
$ npx skills add alvinreal/awesome-opensource-ai
#7

Happy Llm

Similarity 123Trust 83Excellent 97

📚 从零开始构建大模型

32K starsMay 6, 2026 pushdataJupyter NotebookRAG
$ npx skills add datawhalechina/happy-llm
#8

ReMe

Similarity 123Trust 87Excellent 100

ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

3.3K starsAug 7, 2026 pushdataPythonRAG
$ npx skills add agentscope-ai/ReMe
#9

Khoj

Similarity 119Trust 90Excellent 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
#10

Sim

Similarity 119Trust 90Excellent 100

Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.

29K starsJul 18, 2026 pushdataTypeScriptRAG
$ npx skills add simstudioai/sim
#11

Awesome Llm Apps

Similarity 119Trust 88Excellent 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
#12

Llama Index

Similarity 119Trust 87Excellent 100

LlamaIndex is the leading document agent and OCR platform

50K starsJun 17, 2026 pushdataPythonRAG
$ npx skills add run-llama/llama_index
#13

Graphiti

Similarity 118Trust 88Excellent 100

Build Real-Time Knowledge Graphs for AI Agents

28K starsJun 20, 2026 pushdataPythonRAG
$ npx skills add getzep/graphiti
#14

Hello Agents

Similarity 118Trust 85Excellent 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
#15

LangBot

Similarity 118Trust 90Excellent 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
#16

DB GPT

Similarity 118Trust 88Excellent 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

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 Agentic RAG For Dummies 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.