vector-database · GitHub Topics | GitHub 中文社区

llama_index

@run-llama

#大语言模型# LlamaIndex is a data framework for your LLM applications

agents application data fine-tuning framework llamaindex llm rag vector-database multi-agents

Python36.88 k

1 天前

milvus

@milvus-io

#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

Go30.88 k

5 小时前

anything-llm

@Mintplex-Labs

#大语言模型# The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, and more.

rag lmstudio localai vector-database ollama local-llm desktop-app llama3 llm llm-application

JavaScript27.47 k

19 小时前

mem0

@mem0ai

#大语言模型# The Memory layer for your AI apps

ai chatgpt llm python chatbots rag application embeddings vector-database long-term-memory

Python22.94 k

6 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。

search-engine semantic-search semantic-search-engine vector-search vector-search-engine vector-database approximate-nearest-neighbor-search image-search hnsw information-retrieval

Go11.57 k

44 分钟前

txtai

@neuml

#自然语言处理# 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 machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database

Python9.46 k

2 小时前

reor

@reorproject

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

ai lancedb llama llamacpp local-first markdown note-taking pkm vector-database rag

TypeScript7.18 k

5 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 search-engine inverted-index fulltext vector-database geospatial gis

C5.55 k

20 小时前

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 search-engine semantic-search similarity-search vector-database

Rust4.79 k

2 小时前

featureform

@featureform

#计算机科学# The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

翻译 - 矢量机器学习嵌入的存储引擎。

machine-learning data-science vector-database embeddings-similarity embeddings hacktoberfest feature-store mlops

Jupyter Notebook1.82 k

21 小时前

pgvecto.rs

@tensorchord

#大语言模型# Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

llm postgress vector vector-database faiss nearest-neighbor-search gpt chatgpt hacktoberfest rust

Rust1.75 k

4 天前

dingo

@dingodb

A multi-modal vector database that supports upserts and vector queries using unified SQL (MySQL-Compatible) on structured and unstructured data, while meeting the requirements of high concurrency and ...

serving embedding-store vector-database mysql-compatibility embedding-search key-value-distributed-store vector-ocean unified-sql structured-data unstructured-data

Java1.65 k

11 小时前

canopy

@pinecone-io

#大语言模型# Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone

generative-ai llm rag vector-database

Python974

10 天前

rag-demystified

@pchunduri6

#大语言模型# An LLM-powered advanced RAG pipeline built from scratch

ai gpt llm question-answering chatgpt retrieval-augmented-generation vector-database rag

Python798

10 个月前

genkit

@firebase • 谷歌公司

An open source framework for building AI-powered apps with familiar code-centric patterns. Genkit makes it easy to develop, integrate, and test AI features with observability and evaluations. Genkit w...

ai firebase gemini genkit vector-database google-cloud embedders

TypeScript760

6 天前