vector-search · GitHub Topics

#向量搜索引擎#Redis 是一款流行的内存型数据库，数据以键值对形式存储，常用作缓存和消息队列中间件。支持的数据类型有 Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs, Bitmaps。

数据库 key-value NoSQL Redis caching distributed-systems Open Source real-time time-series cache in-memory in-memory-database key-value-store message-broker message-queue realtime vector-search vector-databases JSON

C 69.66 k

2 天前

meilisearch / meilisearch

#搜索#Meilisearch 是一个强大、快速、简单、开箱即用的搜索引擎

Rust 51.85 k

1 天前

milvus-io / milvus

#向量搜索引擎#Milvus 是一款开源的、针对海量特征向量的相似性搜索引擎

anns nearest-neighbor-search faiss vector-search image-search hnsw vector-database embedding-database embedding-store vector-store vector-similarity embedding-similarity distributed Go 大语言模型 cloud-native diskann rag

Go 35.37 k

3 小时前

dragonflydb / dragonfly

#向量搜索引擎#Dragonfly 可能是最快的内存存储库，是Redis和Memcached替代品，完全兼容其API

memcached multi-threading Redis C++fibers cache 数据库 in-memory in-memory-database key-value keydb message-broker NoSQL valkey vector-search

C++ 28.23 k

4 小时前

qdrant / qdrant

#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 24.15 k

6 小时前

typesense / typesense

#搜索#Typesense 是一个快速、容错的搜索引擎，用于构建令人愉快的搜索体验。

C++ 23.23 k

2 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 13.64 k

7 小时前

neuml / txtai

#搜索#All-in-one 一站式 embedding 数据库，语义搜索、LLM 编排和语言模型workflows

Python search 机器学习自然语言处理 semantic-search vector-search txtai 大语言模型 vector-database language-model transformers sentence-embeddings large-language-models information-retrieval 搜索引擎 embeddings retrieval-augmented-generation rag 人工智能

Python 11.08 k

3 天前

voxel51 / fiftyone

#计算机科学#Refine high-quality datasets and visual AI models

机器学习人工智能深度学习机器视觉 developer-tools 数据科学 Python active-learning data-centric-ai data-cleaning data-curation data-quality image-classification object-detection unstructured-data vector-search 可视化

Python 9.59 k

6 小时前

oramasearch / orama

#搜索#🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

数据结构 full-text search typo-tolerance algiorithm 搜索引擎 search-algorithm JavaScript TypeScript Node.js vector vector-database vector-search vector-search-engine

TypeScript 9.48 k

13 小时前

srbhr / Resume-Matcher

#自然语言处理#Improve your resumes with Resume Matcher. Get insights, keyword suggestions and tune your resumes to job descriptions.

TypeScript 8.98 k

5 天前

activeloopai / deeplake

#数据仓库#Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop....

数据集深度学习机器学习数据科学 PyTorch Tensorflow Python 人工智能 mlops 机器视觉 cv 图像处理 datalake langchain 大语言模型 large-language-models vector-database vector-search multi-modal

Python 8.66 k

5 天前

zilliztech / GPTCache

#大语言模型#Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

聊天机器人 ChatGPT ChatGPT API 大语言模型 milvus similarity-search vector-search aigc openai memcache gpt langchain autogpt Redis babyagi llama-index llama dolly semantic-search

Python 7.59 k

9 个月前

vespa-engine / vespa

#搜索#AI + Data, online. https://vespa.ai

vespa 搜索引擎 big-data 人工智能 serving serving-recommendation 机器学习 Server Tensorflow Java C++vector-search

Java 6.21 k

1 天前

superduper-io / superduper

#向量搜索引擎#Superduper: End-to-end framework for building custom AI applications and agents.

人工智能 mlops torch transformers MongoDB Python PyTorch 机器学习数据库 data inference llm-inference pretrained-models 聊天机器人 semantic-search llm-serving llmops vector-search rag

Python 5.08 k

3 天前

microsoft / SPTAG

#向量搜索引擎#分布式近似最近邻搜索（ANN）库，为大规模向量搜索场景提供高质量的向量索引构建、搜索和分布式在线服务工具包。

space-partition-tree neighborhood-graph vector-search fresh-update distributed-serving approximate-nearest-neighbor-search

C++ 4.91 k

1 天前

marqo-ai / marqo

#搜索#Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

深度学习 information-retrieval 机器学习 vector-search tensor-search clip multi-modal 搜索引擎 transformers vision-language semantic-search visual-search 自然语言处理 hnsw knn Hacktoberfest ChatGPT gpt large-language-models

Python 4.89 k

2 小时前

ravendb / ravendb

#搜索#ACID Document Database

ravendb NoSQL 数据库 C#.NET full-text-search indexing Internet of things 搜索引擎 sharding spatial time-series vector-search document-database

C# 3.79 k

2 天前

infiniflow / infinity

#搜索#The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text

ai-native nearest-neighbor-search rag vector-search information-retrival bm25 embedding full-text-search 搜索引擎 cpp20-modules approximate-nearest-neighbor-search vector-database hybrid-search hnsw C++tensor-database vector vectordatabase

C++ 3.73 k

2 小时前

pashpashpash / vault-ai

#大语言模型#OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.

ChatGPT Go knowledge-base long-term-memory 机器学习 openai pdf-support pinecone question-answering React vector-search 人工智能 generative openai-api qdrant-vector-database

JavaScript 3.36 k

5 个月前