Neural Search Python Packages

mteb

MTEB: State-of-the-art evaluation of embeddings across languages and modalities

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.

lynsedb

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

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.

clip-as-service

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

clip-server

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

clip-client

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

fast-dataindex

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

finetuner

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

annlite

⚡ A fast embedded library for approximate nearest neighbor search

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.

vectordb

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

faster-tokenizers

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

exa-search-cli

AI-agent friendly CLI for Exa — neural web search, URL crawling, and deep research from the terminal. Clean JSON output.

neural-cherche

Neural Search

paddle-pipelines

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

cherche

Neural Search

primeqa

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