31 Open Source Approximate Nearest Neighbor Search Software Projects
Free and open source approximate nearest neighbor search code projects including engines, APIs, generators, and tools.
Annoy 7666 ⭐
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Milvus 4221 ⭐
An open source embedding vector similarity search engine powered by Faiss, NMSLIB and Annoy
N2 421 ⭐
TOROS N2 - lightweight approximate Nearest Neighbor library which runs faster even with large datasets
Aquiladb 208 ⭐
Drop in solution for Decentralized Neural Information Retrieval. Index latent vectors along with JSON metadata and do efficient k-NN search.
Vioshyvo Mrpt 193 ⭐
Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search
Gann 70 ⭐
gann(go-approximate-nearest-neighbor) is a library for Approximate Nearest Neighbor Search written in Go
Ngtd 36 ⭐
Serving NGT over HTTP or gRPC ※This project is not maintained. We have moved to a new product, [Vald](https://vald.vdaas.org) .
Elasticsearch Approximate Nearest Neighbor 36 ⭐
Plugin to integrate approximate nearest neighbor(ANN) search with Elasticsearch
Jann 29 ⭐
Hi. I am jann. I am text input - text output chatbot model that is JUST approximate nearest neighbour.
Mrpt Comparison 24 ⭐
Performance comparison of the MRPT algorithm to other approximate nearest neighbor search libraries
Nearestneighbordescent.jl 25 ⭐
Efficient approximate k-nearest neighbors graph construction and search in Julia
Product Quantization 22 ⭐
🙃Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search..
Implementation Of Ml Algos In Python 15 ⭐
Implementing various machine learning algorithm from scratch