Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Storage and retrieval for embeddings: vector indexes, hybrid search and ANN libraries.
Signals: vector-database, vector-search, vector-store, similarity-search, approximate-nearest-neighbor, ann-search, faiss, hnsw
191 results
The open source Meme Search Engine and Finder. Free and built to self-host locally with Python, Ruby, and Docker.
The Best GUI for Milvus
A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggregations.
Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.
A modern desktop application for exploring, managing, and analyzing vector databases
Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.
.NET client for Meilisearch
C# .NET NOSQL ( key value, object store embedded TextSearch SemanticSearch Vector layer ) ACID multi-paradigm database management system.
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
Framework for benchmarking vector search engines
This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!
A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.
Database for Android and JVM - first and fast, lightweight on-device vector database
Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness
High-Performance Engine for Multi-Vector Search
A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts, fabric recall, auto-curated wiki, and surgical context injection. Runs locally, any LLM provider.
Go library for embedded vector search and semantic embeddings using llama.cpp
A repository of code samples for Vector search capabilities in Azure AI Search.
The visual communication layer between humans and AI agents. Capture, annotate, render diagrams, and organize with AI — powered by Electron and Ollama. macOS & Linux.
[CoRL25] GraspVLA: a Grasping Foundation Model Pre-trained on Billion-scale Synthetic Action Data
FloTorch is an open-source tool for optimizing Generative AI workloads on AWS. It automates RAG proof-of-concept development with features like hyperparameter tuning, vector database optimization, and LLM integration. FloTorch streamlines experimentation, ensures security, and accelerates production with cost-efficient, validated workflows.
Cosdata: A cutting-edge AI data platform for next-gen search pipelines. Features semantic search, hybrid capabilities, real-time scalability, and ML integration. Designed for immutability and version control to enhance AI projects.
Picky is an easy to use and fast Ruby semantic search engine that helps your users find what they are looking for.
Local semantic search. Stupidly simple.
24,543 repositories in the index in total.
