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

Represent, send, store and search multimodal data

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

A Python nearest neighbor descent for approximate nearest neighbors

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.

Pure python implementation of product quantization for nearest neighbor search

Unofficial faiss wheel builder

Fast Near-Duplicate Image Search and Delete using pHash, t-SNE and KDTree.

(distributed) vector database

A lightweight benchmark for approximate nearest neighbor search

An implementation of efficient LSH inspired by fruit fly brain

Fast k-NN graph construction for slow metrics

Large Margin Nearest Neighbors implementation in python

A Python package for hubness analysis and high-dimensional data mining

A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database deployable locally or remotely.

Retrieval with Learned Similarities (http://arxiv.org/abs/2407.15462, WWW'25 Oral)

Unofficial python wrapper to the nanoflann k-d tree

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.