Skip to main content
VoltAgent is a TypeScript framework for building AI agents with retrieval-augmented generation (RAG). It supports two retrieval patterns, either searching automatically on every interaction or letting the LLM decide when to search, and includes built-in observability and tracking. This integration connects VoltAgent agents to Pinecone Database and generates embeddings automatically with OpenAI’s API. It provides semantic search with similarity scoring, source tracking, metadata filtering, and namespace organization, and it supports serverless deployment with automatic scaling. The integration provides:
  • A complete RAG setup with sample data
  • Two pre-configured agent types
  • Automatic index creation and population
  • Source references and similarity scores
  • Production-ready architecture
Use this integration to build AI agents that search and retrieve information from Pinecone indexes, with full observability and control over the retrieval process.