Weaviate Bundle in Agent Studio

The Weaviate bundle provides components for integrating with Weaviate vector database, enabling semantic search and AI-powered data retrieval.

Available Components

• Vector Storage: Store and manage vector embeddings
• Semantic Search: Perform semantic similarity searches
• GraphQL API: Use Weaviate's GraphQL API
• Schema Management: Define and manage data schemas

Key Features

• Vector Search: High-performance vector similarity search
• GraphQL: Flexible query language for data retrieval
• AI Integration: Built-in AI model integration
• Scalability: Handle large-scale vector data

Configuration

• Instance Connection: Connect to Weaviate instance
• Schema Definition: Define data schemas
• Vector Configuration: Configure vector dimensions and metrics
• Authentication: Set up authentication and security

Use Cases

• Semantic Search: Build semantic search applications
• Recommendation Systems: Create recommendation engines
• Content Discovery: Enable intelligent content discovery
• Data Retrieval: Retrieve relevant data using AI