Popular GitHub Repositories for Vectorsearch

Zep | The Memory Foundation For Your AI Stack

HelixDB is a powerful, graph-vector database built in Rust for millisecond query latency and ease of use.

State-of-the-art CLIP/SigLIP embedding models finetuned for the fashion domain. +57% increase in evaluation metrics vs FashionCLIP 2.0.

Question Answering Generative AI application with Large Language Models (LLMs) and Amazon OpenSearch Service

Question-Answering App Over Your Own Data with LLamaindex and ElasticSearch !

DocuMentor is a sophisticated chatbot application designed to assist users in extracting valuable information from uploaded PDF documents. Users can upload PDF files, chat with the AI chatbot to ask questions or seek information related to the document, and receive well-informed responses.

How to use configure haystack to use weaviate

The course provides a comprehensive guide to optimizing retrieval systems in large-scale RAG applications. It covers tokenization, vector quantization, and search optimization techniques to enhance search quality, reduce memory usage, and balance performance in vector search systems.

A generative AI based smart information retrieval system featuring Hybrid Contextual Search,

This repo contains a docker image with pinecone mcp and mcp-bridge. It also contains a example with sse transport usage.