GitHub repo leaderboard by stars, growth rate and activity.

• VectifyAI

  #1VectifyAI/PageIndex

  📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

  Python35,604 starslast pushed 23 hours ago
• airweave-ai

  #2airweave-ai/airweaveArchived

  Open-source context retrieval layer for AI agents

  Python6,564 starslast pushed 3 months ago
• MinishLab

  #3MinishLab/semble

  Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

  Python6,041 starslast pushed 3 days ago
• VectifyAI

  #4VectifyAI/OpenKB

  OpenKB: Open LLM Knowledge Base

  Python4,483 starslast pushed 2 months ago
• aiming-lab

  #5aiming-lab/SimpleMem

  SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

  Python3,752 starslast pushed 2 months ago
• qdrant

  #6qdrant/fastembed

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

  Python3,193 starslast pushed 2 days ago
• memodb-io

  #7memodb-io/memobase

  User Profile-Based Long-Term Memory for AI Chatbot Applications.

  Python2,890 starslast pushed 8 months ago
• beir-cellar

  #8beir-cellar/beir

  A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

  Python2,285 starslast pushed 11 months ago
• intel

  #9intel/intel-extension-for-transformersArchived

  ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡

  Python2,171 starslast pushed 2 years ago
• xhluca

  #10xhluca/bm25s

  Fast BM25 search in Python, powered by Numpy and Numba

  Python1,783 starslast pushed 23 hours ago

#	Repo	Language	Stars	30-day trend	Last updated
1	VectifyAI VectifyAI/PageIndex 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG	Python	35,604		last pushed 23 hours ago
2	airweave-ai airweave-ai/airweaveArchived Open-source context retrieval layer for AI agents	Python	6,564		last pushed 3 months ago
3	MinishLab MinishLab/semble Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read	Python	6,041		last pushed 3 days ago
4	VectifyAI VectifyAI/OpenKB OpenKB: Open LLM Knowledge Base	Python	4,483		last pushed 2 months ago
5	aiming-lab aiming-lab/SimpleMem SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal	Python	3,752		last pushed 2 months ago
6	qdrant qdrant/fastembed Fast, Accurate, Lightweight Python library to make State of the Art Embedding	Python	3,193		last pushed 2 days ago
7	memodb-io memodb-io/memobase User Profile-Based Long-Term Memory for AI Chatbot Applications.	Python	2,890		last pushed 8 months ago
8	beir-cellar beir-cellar/beir A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.	Python	2,285		last pushed 11 months ago
9	intel intel/intel-extension-for-transformersArchived ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡	Python	2,171		last pushed 2 years ago
10	xhluca xhluca/bm25s Fast BM25 search in Python, powered by Numpy and Numba	Python	1,783		last pushed 23 hours ago

All · 11,474