vector-database · GitHub Topics

meilisearch / meilisearch

#搜索#Meilisearch 是一个强大、快速、简单、开箱即用的搜索引擎

Rust 49.72 k

2 小时前

Mintplex-Labs / anything-llm

#大语言模型#The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, and more.

JavaScript 40.82 k

20 小时前

run-llama / llama_index

#大语言模型#LlamaIndex is the leading framework for building LLM-powered agents over your data.

agents application data fine-tuning 框架 llamaindex 大语言模型 rag vector-database multi-agents

Python 39.88 k

2 小时前

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 33.15 k

3 小时前

mem0ai / mem0

#大语言模型#The Memory layer for AI Agents

人工智能 ChatGPT 大语言模型 Python chatbots rag application embeddings vector-database long-term-memory memory agent aiagent memory-management state-management

Python 25.96 k

5 小时前

pathwaycom / llm-app

#大语言模型#Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, a...

聊天机器人 hugging-face 大语言模型 llm-local llm-prompting llm-security llmops pathway real-time vector-index open-ai vector-database retrieval-augmented-generation 机器学习 rag

Jupyter Notebook 22.55 k

2 天前

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 22.43 k

1 小时前

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 12.72 k

1 天前

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 10.54 k

1 天前

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 9.16 k

1 天前

oceanbase / oceanbase

oceanbase 是蚂蚁集团自主研发的原生分布式数据库，连续 9 年稳定支撑双 11，凭借高性能和高可用真正实现应用无限扩展和服务永远在线，致力于为企业核心系统提供稳定可靠的数据底座。

oceanbase paxos htap cloud-native distributed-transactions mysql-compatibility MySQL oltp Hacktoberfest C++数据库 distributed-database SQL scalable analytics BigQuery olap vector-database

C++ 8.98 k

10 小时前

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....

翻译 - 访问和管理PyTorch和TensorFlow数据集的最快方法。轻松构建可伸缩的数据管道。Leading Data 2.0 http://activeloop.ai

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 8.47 k

1 天前

reorproject / reor

Private & local AI personal knowledge management app for high entropy people.

人工智能 lancedb llama llamacpp local-first Markdown note-taking pkm vector-database rag second-brain ollama

TypeScript 7.72 k

11 天前

langchain4j / langchain4j

#大语言模型#Java version of LangChain

huggingface Java langchain openai ChatGPT gpt llama milvus pinecone weaviate onnx embeddings vector-database chroma gemini ollama anthropic openai-api pgvector

Java 6.33 k

36 分钟前

postgresml / postgresml

#大语言模型#Postgres with GPUs for ML/AI apps.

机器学习人工智能 ann classification embeddings JavaScript knn 大语言模型 PostgreSQL Python rag regression search SQL vector-database approximate-nearest-neighbor-search clustering forecasting

Rust 6.19 k

16 天前

MariaDB / server

#数据库#MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable,...

翻译 - MariaDB服务器是社区开发的MySQL服务器分支。由原始MySQL团队的核心成员开始，MariaDB与外部开发人员积极合作，以提供业内功能最强大，最稳定和最合理的开放式SQL服务器。

amazon-web-services 数据库 fulltext-search JSON MariaDB MySQL rdbms relational-databases SQL storage-engine vector-database galera geographical-information-system innodb

C++ 5.9 k

3 天前

lancedb / lancedb

#搜索#Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

approximate-nearest-neighbor-search image-search nearest-neighbor-search recommender-system 搜索引擎 semantic-search similarity-search vector-database

Python 5.82 k

4 天前

RediSearch / RediSearch

#搜索#基于 Redis 的搜索引擎，支持二级索引、全文搜索、向量搜索和聚合。

Redis redis-module search 搜索引擎 inverted-index fulltext vector-database geospatial Geographic Information System

C 5.69 k

4 小时前

crate / crate

#时序数据库#CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

翻译 - CrateDB是一个分布式SQL数据库，可简化实时存储和分析大量机器数据的过程。

Java 4.19 k

1 天前

zilliztech / deep-searcher

#大语言模型#Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

agent 大语言模型 rag vector-database deepseek agentic-rag milvus openai deep-research deepseek-r1 grok claude

Python 3.92 k

14 小时前