Alternatives

Graphrag alternatives for AI agents.

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

Current skill

Graphrag

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

100
Quality
100
Trust
34K
Stars
#1

LightRAG

Similarity 151Trust 100Excellent 100

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

36K starsJun 6, 2026 pushdataPythonRAG
$ npx skills add HKUDS/LightRAG
#2

Awesome Llm Apps

Similarity 143Trust 100Excellent 100

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

114K starsJun 3, 2026 pushdataPythonRAG
$ npx skills add Shubhamsaboo/awesome-llm-apps
#3

Hello Agents

Similarity 143Trust 100Excellent 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

58K starsJun 8, 2026 pushdataPythonRAG
$ npx skills add datawhalechina/hello-agents
#4

Graphiti

Similarity 142Trust 100Excellent 100

Build Real-Time Knowledge Graphs for AI Agents

27K starsJun 6, 2026 pushdataPythonRAG
$ npx skills add getzep/graphiti
#5

Kotaemon

Similarity 142Trust 100Excellent 100

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

25K starsJun 4, 2026 pushdataPythonRAG
$ npx skills add Cinnamon/kotaemon
#6

DB GPT

Similarity 142Trust 100Excellent 100

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

19K starsJun 8, 2026 pushdataPythonRAG
$ npx skills add eosphoros-ai/DB-GPT
#7

Sparrow

Similarity 140Trust 100Excellent 100

Structured data extraction and instruction calling with ML, LLM and Vision LLM

5.2K starsJun 9, 2026 pushdataPythonRAG
$ npx skills add katanaml/sparrow
#8

Langroid

Similarity 139Trust 100Excellent 100

Harness LLMs with Multi-Agent Programming

4.0K starsJun 10, 2026 pushdataPythonRAG
$ npx skills add langroid/langroid
#9

Evalscope

Similarity 139Trust 100Excellent 100

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

2.9K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add modelscope/evalscope
#10

OpenKB

Similarity 137Trust 100Excellent 98

OpenKB: Open LLM Knowledge Base

2.0K starsJun 4, 2026 pushdataPythonRAG
$ npx skills add VectifyAI/OpenKB
#11

Omnibox

Similarity 137Trust 100Excellent 100

Collect, organize, use, and share, all in OmniBox.

1.4K starsJun 2, 2026 pushdataPythonRAG
$ npx skills add import-ai/omnibox
#12

Hands On AI Engineering

Similarity 137Trust 100Excellent 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
#13

Video Search And Summarization

Similarity 137Trust 100Excellent 98

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

1.5K starsJun 10, 2026 pushdataPythonRAG
$ npx skills add NVIDIA-AI-Blueprints/video-search-and-summarization
#14

Paper Qa

Similarity 132Trust 100Excellent 100

High accuracy RAG for answering questions from scientific documents with citations

8.6K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add Future-House/paper-qa
#15

Fastembed

Similarity 131Trust 100Excellent 100

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

3.0K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add qdrant/fastembed
#16

Happy Llm

Similarity 129Trust 100Excellent 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 Graphrag 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.