Weaviate

Open source vector database

Weaviate Vector Database

Weaviate is an open source vector database with built-in ML capabilities.

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Installation

bash
docker-compose up -d
pip install weaviate-client

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Basic Usage

python
import weaviate

client = weaviate.Client("http://localhost:8080")
client.schema.create_class({"class": "Document", "vectorizer": "text2vec-transformers"})

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Key Features

  • Automatic vectorization
  • GraphQL API
  • Multi-tenancy support
  • Hybrid search capabilities