Alternatives

Multimodal RAG Survey alternatives for AI agents.

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

Current skill

Multimodal RAG Survey

A Survey on Multimodal Retrieval-Augmented Generation

69
Quality
79
Trust
522
Stars
#1

Fastembed

Similarity 123Trust 93Excellent 100

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

3.0K starsJun 10, 2026 pushdataPythonRAG
$ npx skills add qdrant/fastembed
#2

R2R

Similarity 123Trust 89Excellent 92

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

7.9K starsNov 7, 2025 pushdataPythonRAG
$ npx skills add SciPhi-AI/R2R
#3

VideoRAG

Similarity 121Trust 86Excellent 95

[KDD'2026] "VideoRAG: Chat with Your Videos"

3.1K starsMar 18, 2026 pushdataPythonRAG
$ npx skills add HKUDS/VideoRAG
#4

Awesome Llm Apps

Similarity 120Trust 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
#5

Graphrag

Similarity 120Trust 95Excellent 100

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

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

Kotaemon

Similarity 120Trust 96Excellent 100

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

25K starsJun 9, 2026 pushdataPythonRAG
$ npx skills add Cinnamon/kotaemon
#7

Graphiti

Similarity 120Trust 95Excellent 100

Build Real-Time Knowledge Graphs for AI Agents

27K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add getzep/graphiti
#8

MiniRAG

Similarity 119Trust 90Excellent 86

[ACL2026] "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"

1.9K starsOct 16, 2025 pushdataPythonRAG
$ npx skills add HKUDS/MiniRAG
#9

Hello Agents

Similarity 119Trust 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
#10

Happy Llm

Similarity 119Trust 90Excellent 100

📚 从零开始构建大模型

31K starsMay 6, 2026 pushdataJupyter NotebookRAG
$ npx skills add datawhalechina/happy-llm
#11

Easy Dataset

Similarity 118Trust 91Excellent 100

A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval

14K starsMay 1, 2026 pushdataJavaScriptRAG
$ npx skills add ConardLi/easy-dataset
#12

Fastembed Rs

Similarity 118Trust 87Excellent 87

Rust library for generating vector embeddings, reranking locally!

922 starsJun 15, 2026 pushdataRustRAG
$ npx skills add Anush008/fastembed-rs
#13

Paper Qa

Similarity 118Trust 96Excellent 100

High accuracy RAG for answering questions from scientific documents with citations

8.7K starsJun 11, 2026 pushdataPythonRAG
$ npx skills add Future-House/paper-qa
#14

Garden Skills

Similarity 118Trust 97Excellent 100

ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more.

7.8K starsJun 10, 2026 pushdataCSSRAG
$ npx skills add ConardLi/garden-skills
#15

Llm Universe

Similarity 117Trust 89Excellent 99

本项目是一个面向小白开发者的大模型应用开发教程,在线阅读地址:https://datawhalechina.github.io/llm-universe/

13K starsFeb 24, 2026 pushdataJupyter NotebookRAG
$ npx skills add datawhalechina/llm-universe
#16

LLMForEverybody

Similarity 117Trust 94Excellent 100

每个人都能看懂的大模型知识分享,LLMs春/秋招大模型面试前必看,让你和面试官侃侃而谈

6.7K starsMay 31, 2026 pushdataJupyter NotebookRAG
$ npx skills add luhengshiwo/LLMForEverybody

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 Multimodal RAG Survey if it already passes your workflow test and repository review.

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