Popular GitHub Repositories for Approximate Nearest Neighbor Search

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

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.

PECOS - Prediction for Enormous and Correlated Spaces

(distributed) vector database

? A fast embedded library for approximate nearest neighbor search

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

An Effective and Scalable Framework for Multimodal Search of Target Modality

? Python bidding for the Hora Approximate Nearest Neighbor Search Algorithm library

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

Semantic search in Unity!

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.

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

Bi-encoder Based Entity Linking Tutorial. You can run experiment only in 5 minutes. Experiments on Co-lab pro GPU are also supported!

Zero-shot Entity Linking with blitz start in 3 minutes. Hard negative mining and encoder for all entities are also included in this implementation.

Implementing various machine learning algorithm from scratch

?? Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings

This sample shows how to build vector similarity search on Azure Cosmos DB for PostgreSQL using the pgvector extension and the multi-modal embeddings APIs of Azure AI Vision.

ArcMind Vector DB

Simple gRPC server for vector searching implemented by Python and Faiss