URL Summarizer

Summarize any web page by URL into a concise structured brief. Use when the user asks to summarize, digest, or extract key points from a URL or web page. Also use for batch URL summarization and comparison tasks.

Summarize web pages into structured briefs using a deterministic extraction + summarization pipeline.

Quick Start

python3 scripts/summarize_url.py <url>

Workflow

1. Receive URL(s) from user
2. Run scripts/summarize_url.py <url> to extract and format content
3. Return the structured summary

Output Format

Each summary includes:

• Title: Page title
• Source: Original URL
• Key Points: 3-5 bullet points
• Summary: 2-3 sentence overview

Batch Usage

For multiple URLs, run the script once per URL and aggregate results into a comparison table when requested.