Popular GitHub Repositories for Approximate Nearest Neighbor Searching

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database?.

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

Postgres with GPUs for ML/AI apps.

Statistical Machine Intelligence & Learning Engine

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

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.

Plain python implementations of basic machine learning algorithms

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Represent, send, store and search multimodal data

An open-source data logging library for machine learning models and data pipelines. ? Provides visibility into data quality & model performance over time. ?️ Supports privacy-preserving data collection, ensuring safety & robustness. ?

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

Text Classification Algorithms: A Survey

A Model Context Protocol server for searching and analyzing arXiv papers

Vald. A Highly Scalable Distributed Vector Search Engine

Collections of vector search related libraries, service and research papers

A list of software that allows searching the web with the assistance of AI: https://hf.co/spaces/felladrin/awesome-ai-web-search

PostgreSQL vector database extension for building AI applications

Blazing fast framework for fine-tuning similarity learning models

Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch