Alternatives

RAG Search alternatives for AI agents.

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

Current skill

RAG Search

RAG Search API

65
Quality
80
Trust
1.2K
Stars
#1

Awesome Llm Apps

Similarity 134Trust 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
#2

Graphrag

Similarity 134Trust 95Excellent 100

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

34K starsJun 16, 2026 pushdataPythonRAG
$ npx skills add microsoft/graphrag
#3

Kotaemon

Similarity 134Trust 96Excellent 100

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

25K starsJun 9, 2026 pushdataPythonRAG
$ npx skills add Cinnamon/kotaemon
#4

Graphiti

Similarity 134Trust 95Excellent 100

Build Real-Time Knowledge Graphs for AI Agents

27K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add getzep/graphiti
#5

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
#6

Paper Qa

Similarity 132Trust 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
#7

Evalscope

Similarity 130Trust 95Excellent 100

A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.

2.9K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add modelscope/evalscope
#8

ReMe

Similarity 129Trust 93Excellent 100

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

3.1K starsJun 10, 2026 pushdataPythonRAG
$ npx skills add agentscope-ai/ReMe
#9

Fastembed

Similarity 129Trust 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
#10

R2R

Similarity 129Trust 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
#11

Nano Graphrag

Similarity 129Trust 90Excellent 97

A simple, easy-to-hack GraphRAG implementation

3.9K starsJan 27, 2026 pushdataPythonRAG
$ npx skills add gusye1234/nano-graphrag
#12

OpenKB

Similarity 129Trust 92Excellent 100

OpenKB: Open LLM Knowledge Base

2.0K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add VectifyAI/OpenKB
#13

Hands On AI Engineering

Similarity 128Trust 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
#14

Video Search And Summarization

Similarity 128Trust 92Excellent 98

The NVIDIA VSS Blueprint is a suite of reference architectures for building GPU-accelerated vision agents and AI-powered video analytics applications.

1.6K starsJun 15, 2026 pushdataPythonRAG
$ npx skills add NVIDIA-AI-Blueprints/video-search-and-summarization
#15

Dynamiq

Similarity 128Trust 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
#16

VideoRAG

Similarity 127Trust 86Excellent 95

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

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

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 RAG Search 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.