#1
100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
114K starsJun 13, 2026 pushdataPythonRAG
$ npx skills add Shubhamsaboo/awesome-llm-appsAlternatives
Fastembed alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
100
Quality
93
Trust
3.0K
Stars
#2
A modular graph-based Retrieval-Augmented Generation (RAG) system
34K starsJun 16, 2026 pushdataPythonRAG
$ npx skills add microsoft/graphrag#3
Build Real-Time Knowledge Graphs for AI Agents
27K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add getzep/graphiti#4
An open-source RAG-based tool for chatting with your documents.
25K starsJun 9, 2026 pushdataPythonRAG
$ npx skills add Cinnamon/kotaemon#5
📚 《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
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
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: Memory Management Kit for Agents - Remember Me, Refine Me.
3.1K starsJun 10, 2026 pushdataPythonRAG
$ npx skills add agentscope-ai/ReMe#9
Distributed vector search for AI-native applications
2.3K starsJun 9, 2026 pushdataGoRAG
$ npx skills add vearch/vearch#10
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
4.8K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add Marker-Inc-Korea/AutoRAG#11
Structured data extraction and instruction calling with ML, LLM and Vision LLM
5.2K starsJun 11, 2026 pushdataPythonRAG
$ npx skills add katanaml/sparrow#12
📚 从零开始构建大模型
31K starsMay 6, 2026 pushdataJupyter NotebookRAG
$ npx skills add datawhalechina/happy-llm#13
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
35K starsMar 26, 2026 pushdataPythonRAG
$ npx skills add khoj-ai/khoj#14
LlamaIndex is the leading document agent and OCR platform
50K starsJun 15, 2026 pushdataPythonRAG
$ npx skills add run-llama/llama_index#15
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#16
Open Source AI Platform - AI Chat with advanced features that works with every LLM
30K starsJun 13, 2026 pushdataPythonRAG
$ npx skills add onyx-dot-app/onyxHow 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 Fastembed 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.