Neural Search Python Packages

mteb

MTEB: Massive Text Embedding Benchmark

docarray

Represent, send, store and search multimodal data

jina

☁️ Build multimodal AI applications with cloud-native stack

paddlenlp

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

elastiknn-client

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

bert-serving-client

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

bert-serving-server

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

tool-helpers

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

fast-dataindex

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

clip-as-service

Embed images and sentences into fixed-length vectors via CLIP

clip-server

Embed images and sentences into fixed-length vectors via CLIP

clip-client

Embed images and sentences into fixed-length vectors via CLIP

annlite

⚡ A fast embedded library for approximate nearest neighbor search

finetuner

:dart: Task-oriented embedding tuning for BERT, CLIP, etc.

vectordb

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

fast-tokenizer-python

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

faster-tokenizer

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

lynsedb

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

cherche

Neural Search

neural-cherche

Neural Search

v-clip-server

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

faster-tokenizers

PaddleNLP Faster Tokenizer Library written in C++

paddle-pipelines

Paddle-Pipelines: An End to End Natural Language Proceessing Development Kit Based on PaddleNLP

primeqa

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