#1
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
36K starsJun 11, 2026 pushdataPythonRAG
$ npx skills add HKUDS/LightRAGAlternatives
Llm Graph Builder alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Llm Graph Builder
Neo4j graph construction from unstructured data using LLMs
100
Quality
100
Trust
4.8K
Stars
#2
Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.
2.5K starsJun 2, 2026 pushdataRAGClaude Code
$ npx skills add DEEP-PolyU/Awesome-GraphRAG#3
EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
2.0K starsJun 9, 2026 pushdataRustRAG
$ npx skills add raphaelmansuy/edgequake#4
A modular graph-based Retrieval-Augmented Generation (RAG) system
34K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add microsoft/graphrag#5
Build Real-Time Knowledge Graphs for AI Agents
27K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add getzep/graphiti#6
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
16K starsMay 27, 2026 pushdataRustRAG
$ npx skills add memvid/memvid#7
BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.
11K starsJun 12, 2026 pushdataTypeScriptRAG
$ npx skills add dataelement/bisheng#8
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#9
📚 从零开始构建大模型
31K starsMay 6, 2026 pushdataJupyter NotebookRAG
$ npx skills add datawhalechina/happy-llm#10
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
28K starsJun 11, 2026 pushdataJupyter NotebookRAG
$ npx skills add NirDiamant/RAG_Techniques#11
✅（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】
22K starsApr 27, 2026 pushdataJupyter NotebookRAG
$ npx skills add AccumulateMore/CV#12
A visual playground for agentic workflows: Iterate over your agents 10x faster
5.7K starsMay 25, 2026 pushdataTypeScriptRAG
$ npx skills add PySpur-Dev/pyspur#13
Spec-driven development for large codebases
5.5K starsJun 13, 2026 pushdataPythonRAG
$ npx skills add potpie-ai/potpie#14
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#15
PipesHub is a fully extensible and explainable workplace AI platform for enterprise search and workflow automation
3.0K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add pipeshub-ai/pipeshub-ai#16
A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or Codex/Gemini) reads them, extracts knowledge, and maintains a persistent interlinked wiki. Works with Claude Code, Codex, OpenCode, Gemini CLI. No API key needed.
2.9K starsJun 2, 2026 pushdataPythonRAG
$ npx skills add SamurAIGPT/llm-wiki-agentHow 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 Llm Graph Builder 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.