Content_Summarizer_with_AI_Agents

provenance:github:berkayguzel06/Content_Summarizer_with_AI_Agents

WHAT THIS AGENT DOES

This tool automatically pulls information from documents like PDFs and articles found online. It then uses artificial intelligence to create short, easy-to-understand summaries of that content. This is helpful for anyone who needs to quickly grasp the key points of lengthy reports, research papers, or news articles, saving them valuable time. Business professionals, researchers, and students would all find this useful. What sets it apart is its ability to handle multiple documents at once and tailor the summary style to their specific needs, like a concise overview or a more detailed explanation.

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README

# AI-Powered Content Extractor

![image](https://github.com/user-attachments/assets/7dbb36d4-8fd7-4500-a794-8cf36aeed420)

## Overview
AI-Powered Content Extractor is a command-line tool that extracts and summarizes content from PDF files and web pages using the power of AI Agents. This tool allows you to process single or multiple sources efficiently and generate concise summaries.

## Features
- Extract content from **PDF files** and **web pages**.
- Summarize the extracted content using AI.
- Support for batch processing of multiple sources.
- Customizable summary styles.
- Configurable AI model and API key.

## Installation
### Prerequisites
- Python 3.9+
- Required dependencies (install using the command below)

```sh
pip install -r requirements.txt
```

## Usage

### Extract and Summarize a Single Source
```sh
python app.py extract "<URL_or_PDF_PATH>" -o <OUTPUT_PATH>
```
Example:
```sh
python app.py extract "https://example.com/article" -o summary.md
```

### Extract and Summarize Multiple Sources
```sh
python app.py batch -f sources.txt -o summaries/
```
Where `sources.txt` contains a list of URLs or file paths (one per line).

### Configuration
You can set up your AI model and API key with the `config` command:
```sh
python app.py config -m <MODEL_ID> -k <API_KEY> -s detailed -l 500
```
Options:
- `-m` : AI model identifier.
- `-k` : API key for the AI service.
- `-s` : Summary style (concise, detailed, bullet-points, executive).
- `-l` : Maximum summary length.

## Demo

https://github.com/user-attachments/assets/f706a271-5393-46a3-ba48-29b2fc8d359d

## License
This project is licensed under the [MIT License](https://github.com/berkayguzel06/Content_Summarizer_with_AI_Agents/blob/main/LICENSE).

## Contribution
Feel free to contribute! Open an issue or submit a pull request with improvements or feature suggestions.

## Author
[Berkay Güzel](https://medium.com/@berkayguzel43)

Happy extracting! 🚀

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First discoveredMar 22, 2026

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first seenMar 2, 2025

last updatedMar 2, 2025

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