Pinecone Bundle in Agent Studio

The Pinecone bundle provides components for integrating with Pinecone vector database, enabling semantic search and similarity matching in your Agent Studio flows.

Available Components

• Vector Storage: Store and manage vector embeddings
• Similarity Search: Perform semantic similarity searches
• Index Management: Create and manage vector indexes
• Metadata Filtering: Filter results using metadata

Key Features

• High Performance: Fast vector similarity search
• Scalability: Handle millions of vectors
• Real-time Updates: Real-time index updates
• Metadata Support: Rich metadata filtering

Configuration

• API Key: Set up Pinecone API key
• Environment: Choose Pinecone environment
• Index Configuration: Configure vector dimensions and metrics
• Connection Settings: Set up connection parameters

Use Cases

• Semantic Search: Build semantic search applications
• Recommendation Systems: Create recommendation engines
• Document Retrieval: Retrieve relevant documents
• Content Matching: Match similar content and items