vectordatabase 开源项目推荐（68 个）

infiniflow /infinity

为 LLM 应用打造的 AI 原生数据库，提供对稠密向量、稀疏向量、张量（多向量）和全文的极速混合搜索。

Mintplex-Labs /vector-admin

用于载体数据库管理的通用工具套件。轻松管理Pinecone、Chroma、Qdrant、Weaviate和更多载体数据库。

elastic /elastic-labs

Notebooks & Example Apps for Search, Observability, and Security with Elasticsearch

vectordbz /vectordbz

A modern desktop application for exploring, managing, and analyzing vector databases

mfmezger /conversational-agent-langchain

FastAPI Backend for a Conversational Agent using Cohere, (Azure) OpenAI, Langchain & Langgraph and Qdrant as VectorDB

matte1782 /edgevec

浏览器、节点和边缘的高性能向量搜索

Utshav-paudel /300DaysOFMachineLearning-DeepLearning-LLM

Hello everyone this repo will contain my journey of machine learning and DeepLearning with some exciting projects

tylerpuig /tinyvec

TinyVecDB is an ultra fast embedded vector database.

KevKibe /memvectordb

⚡️Lightning fast in-memory VectorDB written in rust🦀

NumexaHQ /frugal

⚡️ Transform AI/ML operations: Transparency, Control and Cost Optimization. ⚡️

dvsander /mdb-search

Example application querying data in different ways

Agora-Lab-AI /EKR

Elysium Knowledge Repository is an open source initiative to embed all of Humanity's multi-modal knowledge and wisdom.

Giathi-Daniel /popchoice-cinema-quest

PoPChoice - AI-Powered Movie Recommender A smart movie suggestion app using OpenAI embeddings and Supabase vector search. Answer a few questions and get personalized recommendations with posters. Built with TypeScript, OpenAI API, and TMDB integration. Perfect for movie nights with friends!

djm93dev /me_gpt

With ME_GPT, you can store your cherished memories in a local vector database and leverage them to give Chat GPT the extraordinary ability to clone your unique personality and knowledge.

agoor97 /Mastering-Vector-DB-for-AI-applications

This Repository collects my material about my course (Mastering Vector Databases for AI applicstions) by Eng/ Mohammed Agoor

taherfattahi /embedding-optimizer

Two approaches to generating optimized embeddings in the Retrieval-Augmented Generation (RAG) Pattern

swar09 /photon_db

photon_db is high performance vector database built using Rust with Python bindings

mrzaizai2k /LLM-with-RAG

I just wanna build my own LLM with RAG

miranamer /VectorCV

VectorCV is a React app w/ a Flask Back-end that allows you (recruiters) to enter your candidates' CV's and find out who are the best candidates for the job. This is all done through embeddings, vector databases and queries by GPT-3.5

NautilusDB-cloud /nautilusdb-cli

The simple client of NautilusDB, a Clound-Native Vector Search Service