neural-search 开源项目推荐（109 个）

qdrant /qdrant

Qdrant - 面向下一代 AI 的高性能、大规模向量数据库和向量搜索引擎。也可在云端使用 https://cloud.qdrant.io/

jina-ai /serve

使用云原生技术栈构建多模态 AI 应用

weaviate /weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

PaddlePaddle /PaddleNLP

易于使用且功能强大的 LLM 和 SLM 库，配有出色的模型库。

jina-ai /clip-as-service

使用CLIP可扩展图像和句子的嵌入、推理、排名

embeddings-benchmark /mteb

MTEB：跨语言与跨模态嵌入的最先进评估

docarray /docarray

表示、发送、存储和搜索多模式数据

jina-ai /dalle-flow

🌊 A Human-in-the-Loop workflow for creating HD images from text

SeekStorm /SeekStorm

SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.

jina-ai /finetuner

🎯 Task-oriented embedding tuning for BERT, CLIP, etc.

code-kern-ai /refinery

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

lanterndata /lantern

用于构建人工智能应用的PostgreSQL矢量数据库扩展

epsilla-cloud /vectordb

A high performance Vector Database leveraging parallel graph computing

Muennighoff /sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

primeqa /primeqa

The prime repository for state-of-the-art Multilingual Question Answering research and development.

jina-ai /vectordb

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

jina-ai /examples

Jina examples and demos to help you get started

alexklibisz /elastiknn

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

Aquila-Network /aquila

An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.

raphaelsty /neural-cherche

Neural Search