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
195 results
Rektor Vector Database
End-to-end deep learning image-similarity search engine
RAG based tool for indexing and searching PDF text data using OpenAI API and FAISS (Facebook AI Similarity Search) index, designed for rapid information retrieval and superior search accuracy.
FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.
📝Awesome and classical image retrieval papers
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Open-source vector similarity search for Postgres
Train a Word2Vec model or LSA model, and Implement Conceptual Search\Semantic Search in Solr\Lucene - Simon Hughes Dice.com, Dice Tech Jobs
SemanticFinder - frontend-only live semantic search with transformers.js
A cutting-edge search engine project tailored specifically for the AI product
Here you can find all the Tutorials for Haystack 📓
Neural Search
Hybrid search engine, combining best features of text and semantic search worlds
Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness
YouTube Full Text Search - Search all of YouTube from the command line
Semantic search and document parsing tools for the command line
Multi-tool for semantic search
Run OpenAI's CLIP and Apple's MobileCLIP model on iOS to search photos.
Represent, send, store and search multimodal data
Top2Vec learns jointly embedded topic, document and word vectors.
Similar images search for PostgreSQL
Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search
24,523 repositories in the index in total.
