#1
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
36K starsJun 6, 2026 pushdataPythonRAG
$ npx skills add HKUDS/LightRAGAlternatives
DB GPT alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
DB GPT
open-source agentic AI data assistant for the next generation of AI + Data products.
100
Quality
100
Trust
19K
Stars
#2
A modular graph-based Retrieval-Augmented Generation (RAG) system
34K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add microsoft/graphrag#3
Harness LLMs with Multi-Agent Programming
4.0K starsJun 10, 2026 pushdataPythonRAG
$ npx skills add langroid/langroid#4
🔍大模型应用开发实战一：RAG 技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/
8.4K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add datawhalechina/all-in-rag#5
Structured data extraction and instruction calling with ML, LLM and Vision LLM
5.2K starsJun 9, 2026 pushdataPythonRAG
$ npx skills add katanaml/sparrow#6
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
3.8K starsJun 8, 2026 pushdataPythonRAG
$ npx skills add alvinreal/awesome-opensource-ai#7
OpenKB: Open LLM Knowledge Base
2.0K starsJun 4, 2026 pushdataPythonRAG
$ npx skills add VectifyAI/OpenKB#8
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#9
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.
25K starsJun 5, 2026 pushdataMDXRAG
$ npx skills add deepset-ai/haystack#10
100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
114K starsJun 3, 2026 pushdataPythonRAG
$ npx skills add Shubhamsaboo/awesome-llm-apps#11
📚 《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#12
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain
38K starsNov 10, 2025 pushdataPythonRAG
$ npx skills add chatchat-space/Langchain-Chatchat#13
Open Source AI Platform - AI Chat with advanced features that works with every LLM
30K starsJun 6, 2026 pushdataPythonRAG
$ npx skills add onyx-dot-app/onyx#14
Build Real-Time Knowledge Graphs for AI Agents
27K starsJun 6, 2026 pushdataPythonRAG
$ npx skills add getzep/graphiti#15
🔥 基于大模型和 RAG 的智能问数系统，对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG.
6.2K starsJun 5, 2026 pushdataJavaScriptRAG
$ npx skills add dataease/SQLBot#16
A visual playground for agentic workflows: Iterate over your agents 10x faster
5.7K starsMay 25, 2026 pushdataTypeScriptRAG
$ npx skills add PySpur-Dev/pyspurHow 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 DB GPT 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.