Technical Content Summarizer 🤖

Take any URL and get a summary of the content on the page, in non-technical terms.

Overview

This is an AI Agent to summarize technical content from a URL into non-technical terms.

Built with Dagger, the open platform for agentic software and uses the Dagger TypeScript SDK.

Note: I found the best results are achieved when using the Gemini integration but your mileage may vary.

Demo

technical-content-summarizer.mov

Features

• Summarize Content: Take any URL and get a summary of the content on the page.
• Maximum and Minimum Length: Set the minimum and maximum length of the summary.
• Forbidden Words: Set a list of forbidden words that should not be included in the summary.

What makes this an AI Agent?

The LLM is given a reader workspace that has two functions: getContent and checkContent. The getContent function is used to extract the content from the source code and the checkContent function is used to verify the minimum length maximum length, and the use of any forbidden words. The AI Agent is given a URL and told to use only the tools in the workspace its given to summarize the content in non-technical terms and verify using the checkContent function. It will not stop until the content passes the checkContent function.

Installation

Install Dagger

$ Clone the repo and enter into Dagger Shell:

git clone [email protected]:jasonmccallister/technical-content-summarizer.git

cd technical-content-summarizer

cp .env.example .env
# make sure you have the correct values in .env

dagger

⋈ Run summarize function:

summarize https://news.microsoft.com/source/features/innovation/microsofts-majorana-1-chip-carves-new-path-for-quantum-computing/ --min-length 400 --max-length 900

⋈ Check out the summary.

note: Increase verbosity to 2 or 3 and/or view in Dagger Cloud for best results

Fun to try:

• Try different URLs and changing the min and max length to see how the AI Agent behaves.
• Use this for writing meta descriptions for SEO purposes.