Exa + Instructor
Build agents on Instructor with direct access to the web.
Overview
Combine Instructor with Exa to turn raw web search results into validated, schema-conformant JSON. Define a Pydantic schema, point Instructor at any LLM, and feed it Exa results for reliable structured extraction.
Whether you're building a simple search tool or a complex multi-step agent, the Exa + Instructor integration gives you access to real-time web data with minimal setup. Get started in minutes with our documentation and example notebooks.
- Structured outputs from web search
- Pydantic schema validation
- Works with any LLM
- Retry and validation built-in
