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embeddings-benchmark
mteb

MTEB: Massive Text Embedding Benchmark

2.7M 3K 608
jina-ai
jina

☁️ Build multimodal AI applications with cloud-native stack

158K 22K 2K
docarray
docarray

Represent, send, store and search multimodal data

144K 3K 241
PaddlePaddle
paddlenlp

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

36K 13K 3K
alexklibisz
elastiknn-client

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

22K 393 50
PaddlePaddle
tool-helpers

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

10K 13K 3K
PaddlePaddle
fast-dataindex

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

8K 13K 3K
hanxiao
bert-serving-client

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

7K 13K 2K
hanxiao
bert-serving-server

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

7K 13K 2K
jina-ai
clip-as-service

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

6K 13K 2K
jina-ai
clip-client

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

5K 13K 2K
jina-ai
clip-server

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

5K 13K 2K
jina-ai
annlite

⚡ A fast embedded library for approximate nearest neighbor search

4K 237 24
jina-ai
finetuner

Task-oriented finetuning for better embeddings on neural search.

3K 2K 68
jina-ai
vectordb

The Python VectorDB. Build your vector database from working as a library to scaling as a database in the cloud

1K 650 50
PaddlePaddle
fast-tokenizer-python

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

1K 13K 3K
PaddlePaddle
faster-tokenizer

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

956 13K 3K
BirchKwok
lynsedb

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

725 40 7
PaddlePaddle
paddle-pipelines

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

430 13K 3K
raphaelsty
cherche

Neural Search

430 331 14
raphaelsty
neural-cherche

Sparse Embeddings for Neural Search.

418 369 17
jina-ai
generative

Build cross-modal and multi-modal applications on the cloud

257 22K 2K
PaddlePaddle
faster-tokenizers

PaddleNLP Faster Tokenizer Library written in C++

248 13K 3K
primeqa
primeqa

State-of-the-art Question Answering

236 739 57
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