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 51.85 k

1 天前

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, MCP compatibility, and more.

rag lmstudio localai vector-database ollama local-llm llama3 大语言模型 ai-agents multimodal agent-framework-javascript custom-ai-agents deepseek deepseek-r1 mcp mcp-servers llm-webui 无代码 qwen3

JavaScript 45.31 k

2 天前

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 42.34 k

2 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

2 小时前

mem0ai / mem0

#大语言模型#Memory for AI Agents; Announcing OpenMemory MCP - local and secure memory management.

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 34.53 k

14 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 25.37 k

1 个月前

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

18 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 13.64 k

5 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

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

11 小时前

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++ 9.19 k

3 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

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

JavaScript 8.01 k

1 个月前

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 7.99 k

1 天前

Olow304 / memvid

#自然语言处理#Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed.

人工智能 context embedded faiss knowledge-base knowledge-graph 大语言模型机器学习 memory 自然语言处理 offline-first OpenCV Python rag retrieval-augmented-generation semantic-search vector-database video-processing

Python 7.77 k

10 天前

lancedb / lancedb

#搜索#Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less.

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

Rust 6.64 k

2 天前

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 knn 大语言模型 PostgreSQL rag regression SQL vector-database approximate-nearest-neighbor-search clustering forecasting

Rust 6.31 k

2 个月前

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 llama4 qwen3

Python 6.25 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,...

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

C++ 6.1 k

3 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 5.84 k

17 小时前