neural-search · GitHub Topics

#搜索#高性能、可扩展的向量搜索引擎

神经网络搜索引擎 knn-algorithm hnsw vector-search nearest-neighbor-search image-search embeddings-similarity recommender-system vector-search-engine mlops search-engines neural-search similarity-search vector-database 机器学习 search ai-search ai-search-engine

Rust 23 k

1 天前

jina-ai / serve

#计算机科学#Jina 是一个基于深度学习的搜索框架，支持各种类型如图片，视频，长文本，PDF等。

neural-search cloud-native 深度学习机器学习框架 gRPC Kubernetes multimodal mlops pipeline FastAPI generative-ai Docker jaeger llmops OpenTelemetry cncf 微服务 orchestration prometheus

Python 21.51 k

19 天前

weaviate / weaviate

#搜索#Weaviate 是一个开源矢量数据库，它同时存储对象和矢量，允许将矢量搜索与结构化过滤与云原生数据库的容错和可扩展性相结合，所有这些都可以通过 GraphQL、REST 和各种语言客户端访问。

Go 13.05 k

9 小时前

jina-ai / clip-as-service

#计算机科学#🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

翻译 - 使用BERT模型将可变长度句子映射到固定长度向量

bert sentence-encoding 深度学习 clip-model clip-as-service bert-as-service cross-modal-retrieval multi-modality neural-search openai PyTorch onnx cross-modality

Python 12.63 k

1 年前

PaddlePaddle / PaddleNLP

#搜索#PaddleNLP 2.0是飞桨生态的文本领域核心库，具备易用的文本领域API，多场景的应用示例、和高性能分布式训练三大特点，旨在提升开发者文本领域的开发效率，并提供基于飞桨2.0核心框架的NLP任务最佳实践。

自然语言处理 embedding bert ernie paddlenlp pretrained-models transformers information-extraction question-answering 搜索引擎 semantic-analysis sentiment-analysis neural-search uie document-intelligence compression 大语言模型 distributed-training llama

Python 12.5 k

2 天前

docarray / docarray

#计算机科学#Represent, send, store and search multimodal data

翻译 - 非结构化数据的数据结构

docarray 数据结构 multimodal cross-modal neural-search 深度学习 nested-data qdrant weaviate nearest-neighbor-search protobuf elasticsearch multi-modal semantic-search 机器学习 PyTorch FastAPI pydantic

Python 3.04 k

22 天前

jina-ai / dalle-flow

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

dalle generative-art human-in-the-loop jina neural-search openai swinir dalle-mega dalle-mini glid3

Python 2.83 k

2 年前

embeddings-benchmark / mteb

MTEB: Massive Text Embedding Benchmark

benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert text-classification reranking

Jupyter Notebook 2.39 k

6 小时前

jina-ai / finetuner

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

翻译 - 微调任何 DNN 以更好地嵌入神经搜索任务

fine-tuning pretrained-models few-shot-learning negative-sampling metric-learning siamese-network triplet-loss transfer-learning jina neural-search finetuning similarity-learning bert

Python 1.49 k

1 年前

code-kern-ai / refinery

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

annotations data-centric-ai data-labeling 深度学习 labeling labeling-tool 机器学习自然语言处理 neural-search text-annotation transformers Python human-in-the-loop spaCy 人工智能数据科学 text-classification active-learning supervised-learning

Python 1.43 k

4 个月前

Muennighoff / sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

gpt information-retrieval language-model large-language-models retrieval semantic-search sentence-embeddings text-embedding neural-search

Jupyter Notebook 863

1 年前

epsilla-cloud / vectordb

#搜索#Epsilla is a high performance Vector Database Management System

人工智能 infrastructure llms ChatGPT data 数据科学数据库 embeddings 机器学习 rag retrieval vector-database embeddings-similarity 神经网络 neural-search 搜索引擎 vector-search

C++ 850

1 个月前

lanterndata / lantern

#计算机科学#PostgreSQL vector database extension for building AI applications

人工智能 vector 数据库 PostgreSQL embeddings 机器学习 Open Source 数据科学 ycombinator ann approximate-nearest-neighbor-search nearest-neighbor-search hnsw image-search knn mlops neural-search search

Rust 843

4 个月前

primeqa / primeqa

#自然语言处理#The prime repository for state-of-the-art Multilingual Question Answering research and development.

ibm 机器学习自然语言处理 Python PyTorch question-answering 人工智能 language-model neural-search semantic-search transfer-learning bert squad

Python 733

3 个月前

jina-ai / vectordb

#向量搜索引擎#A Python vector database you just need - no more, no less.

Python 602

1 年前

jina-ai / examples

#自然语言处理#Jina examples and demos to help you get started

jina Example 教程 onboarding neural-search Python 深度学习 semantic-search 自然语言处理

Python 459

3 年前

alexklibisz / elastiknn

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

nearest-neighbor-search locality-sensitive-hashing elasticsearch elasticsearch-plugin similarity-search lucene embeddings semantic-search neural-search

Scala 379

5 天前

Aquila-Network / aquila

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

HTML 377

1 年前

raphaelsty / neural-cherche

Neural Search

Google language-model neural-search semantic-search splade transformers colbert stanford

Python 353

1 个月前

raphaelsty / cherche

#自然语言处理#Neural Search

neural-search search searching neural-networks bm25 retrieval reader question-answering 自然语言处理 information-retrieval semantic-search vector-search 机器学习

Python 328

10 个月前