Popular GitHub Repositories for Nearest Neighbor Search

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

mlpack: a fast, header-only C++ machine learning library

Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

Collections of vector search related libraries, service and research papers

Blazing fast framework for fine-tuning similarity learning models

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

(distributed) vector database

Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.

Timescale Vector Cookbook. A collection of recipes to build applications with LLMs using PostgreSQL and Timescale Vector.

A decentralized vector database for building vector search applications

[SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search

Vector Database implemented in Golang with support for full-text and vector search as well as fault tolerance via Raft.

Cloud-native vector similarity search and storage with efficient, serverless scale-out

All the code for a series of Medium articles on Approximate Nearest Neighbors

Approximate Nearest Neighbor search using reduced-rank regression, with extremely fast queries, tiny memory usage, and rapid indexing on modern vector embeddings.

S3 vector database for LLM Agents and RAG.

Hi. I am jann. I am text input - text output chatbot model that is JUST approximate nearest neighbour.

Text/Image search for similar products

index binary vectors for efficient nearest neighbor search