Exa is a modern AI search engine with SERP API, website crawler tools, and deep research API. Power your app with web search AI and web crawling API.
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Instructor
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Exa + Instructor

Build agents on Instructor with direct access to the web.

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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

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