Skip to main content

Website summarization agent use case

summarization agent project banner

Start a new project using a website summarization agent use case example.

Python SDK

Website summarization AI agent project example

Clone this repo

Use case​

Looking for a simple and reliable AI agent to summarize websites?

Resonate makes it simple to create a recoverable, procedural workflow that can summarize websites and optionally wait for human confirmation.

Quick example​

@resonate.register
def download_and_summarize(ctx: Context, params: dict) -> str:
    url = params["url"]
    usable_id = params["usable_id"]
    email = params["email"]

    # Download the content from the URL and save it to a file
    filename = yield ctx.lfc(download, usable_id, url).options(durable=False,non_retryable_exceptions=(NetworkResolutionError,))
    while True:
        # Summarize the content of the file
        summary = yield ctx.lfc(summarize, filename)

        # Create Durable Promise to block on confirmation
        promise = yield ctx.promise()

        # Send email with summary and confirmation/rejection links
        yield ctx.lfc(send_email, summary, email, promise.id)

        # Wait for summary to be confirmed or rejected / wait for the promise to be resolved
        confirmed = yield promise
        if confirmed:
            break

    return summary