embedding-similarity 开源项目推荐（39 个）

milvus-io /milvus

Milvus 是一个高性能、云原生的向量数据库，专为可扩展的向量 ANN 搜索而构建

Dicklesworthstone /swiss_army_llama

一种FastAPI服务，用于使用预先计算的嵌入和高级相似性测量来进行语义文本搜索，内置支持通过文本集的各种文件类型。

jina-ai /vectordb

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

dangkhoasdc /awesome-vector-database

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

kronotop /kronotop

Distributed, transactional document database backed by FoundationDB.

VQLite /VQLite

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

ElmiraGhorbani /chatgpt-long-term-memory

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.

BirchKwok /lynsedb

Embedded-first vector database that grows into a self-hosted service and lightweight cluster.

vitrivr /cottontaildb

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.

shotit /shotit

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

ericmillsio /whiplash

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

struct-chat /embedding

Vector Embedding Server in under 100 lines of code

mansheikh-ai /Reunite

FUD lost and found Management System

Sinapsis-AI /sinapsis-retina-face-trt

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

shotit /shotit-api

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

octa0521 /langchain-chat

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.

joelwk /content-unaware-segmentation

Unsupervised Video Summarization via Successor Embeddings

shotit /shotit-worker

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

shotit /shotit-meta-service

Provide meta information and utility for shotit, for example, image proxy, cast and poster etc.

shotit /shotit-media

Media broker for serving video preview for shotit