awesome-llm-apps/ai_agent_tutorials/ai_journalist_agent

🗞️ AI Journalist Agent

This Streamlit app is an AI-powered journalist agent that generates high-quality articles using OpenAI GPT-4o. It automates the process of researching, writing, and editing articles, allowing you to create compelling content on any topic with ease.

Features

• Searches the web for relevant information on a given topic
• Writes well-structured, informative, and engaging articles
• Edits and refines the generated content to meet the high standards of the New York Times

How to get Started?

1. Clone the GitHub repository

git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd awesome-llm-apps/ai_agent_tutorials/ai_journalist_agent

2. Install the required dependencies:

pip install -r requirements.txt

3. Get your OpenAI API Key

• Sign up for an OpenAI account (or the LLM provider of your choice) and obtain your API key.

4. Get your SerpAPI Key

• Sign up for an SerpAPI account and obtain your API key.

5. Run the Streamlit App

streamlit run journalist_agent.py

How it Works?

The AI Journalist Agent utilizes three main components:

• Searcher: Responsible for generating search terms based on the given topic and searching the web for relevant URLs using the SerpAPI.
• Writer: Retrieves the text from the provided URLs using the NewspaperToolkit and writes a high-quality article based on the extracted information.
• Editor: Coordinates the workflow between the Searcher and Writer, and performs final editing and refinement of the generated article.