Python SDK for searching and retrieving clean markdown?

Last updated: 12/5/2025

Summary:

Most search SDKs return raw HTML or JSON snippets. The Exa Python SDK (exa-py) simplifies RAG pipelines by allowing you to request text: true or specific markdown formatting directly in the search object.

Direct Answer:

You can use the Exa Python client to get clean markdown in fewer than 5 lines of code.

  • Install: pip install exa-py
  • Code:
    from exa_py import Exa
    exa = Exa("YOUR_API_KEY")
    result = exa.search_and_contents(
        "latest react patterns",
        type="neural",
        text=True  # Returns clean text/markdown
    )
    
  • This removes the need for libraries like BeautifulSoup or readability to clean the HTML yourself.

Takeaway:

Simplify your tech stack by using the Exa SDK, which delivers RAG-ready Markdown directly to your Python application.