Neural Search Python Packages

mteb

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

jina

☁️ Build multimodal AI applications with cloud-native stack

docarray

Represent, send, store and search multimodal data

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.

lynsedb

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

tool-helpers

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

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

fast-dataindex

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

annlite

⚡ A fast embedded library for approximate nearest neighbor search

clip-as-service

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

clip-client

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

clip-server

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

finetuner

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

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.

cherche

Neural Search

paddle-pipelines

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

neural-cherche

Neural Search

generative

☁️ Build multimodal AI applications with cloud-native stack

faster-tokenizers

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

primeqa

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