Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

A Python vector database you just need - no more, no less.

A curated list of awesome works related to high dimensional structure/vector search & database

VQLite - Simple and Lightweight Vector Search Engine based on Google ScaNN

langchain-chat is an AI-driven Q&A system that leverages OpenAI's GPT-4 model and FAISS for efficient document indexing. It loads and splits documents from websites or PDFs, remembers conversations, and provides accurate, context-aware answers based on the indexed data. Easy to set up and extend.

The ChatGPT Long Term Memory package is a powerful tool designed to empower your projects with the ability to handle a large number of simultaneous users and external sources.

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

Cottontail DB is a column store vector database aimed at multimedia retrieval. It allows for classical boolean as well as vector-space retrieval (nearest neighbour search) used in similarity search using a unified data and query model.

Serverless, lightweight, and fast vector database on top of DynamoDB

Vector Embedding Server in under 100 lines of code

Shotit is a screenshot-to-video search engine tailored for TV & Film, blazing-fast and compute-efficient.

FUD lost and found Management System

Sinapsis repo with templates for face detection, face recognition and face verification

langchain-chat is an AI-driven Q&A system that leverages OpenAI's GPT-4 model and FAISS for efficient document indexing. It loads and splits documents from websites or PDFs, remembers conversations, and provides accurate, context-aware answers based on the indexed data. Easy to set up and extend.

The ultimate brain of Shotit, in charge of task coordination.

Four core workers of shotit: watcher, hasher, loader and searcher.

Unsupervised Video Summarization via Successor Embeddings

Media broker for serving video preview for shotit

The frontend of shotit, with full documentation.