Agent Compilation

About   |   Features   |   Technologies   |   Requirements   |   Starting   |   License   |   Author

🎯 About

Agent Compilation is a suite of intelligent agents developed to perform various specialized tasks, each supported by tools such as LangGraph and LangChain. Key agents include:

• React Agent: Interacts with users and generates contextual responses, adapting to different prompts and queries.
  

• Tweet Reflection Agent: Analyzes and reflects on Twitter content, summarizing, analyzing sentiment, or providing insights based on user-selected tweets.
  

• Writer Agent: Assists in content generation and editing, using structured prompts to create articles, stories, or documentation.
  

✨ Features

✔️ Modular, scalable agent system;
✔️ Integrates LangGraph and LangChain for powerful language processing;
✔️ Supports real-time interaction with agents.

🚀 Technologies

This project uses the following tools and libraries:

• LangGraph - Graph-based NLP framework
• LangChain - Language model chaining and management
• Python - Core programming language
• Poetry - Dependency management and packaging

✅ Requirements

Before starting, ensure you have Git, Python, and Poetry installed.

🏁 Starting

# Clone this project
$ git clone https://github.com/mariotoribi0/agents-compilation

# Access the project folder
$ cd agents-compilation

# Install dependencies with Poetry
$ poetry install

# Activate the virtual environment
$ poetry shell

# Run the project
$ python agents/<MODEL>/main.py

📝 License

This project is under license from MIT. For more details, see the LICENSE file.

Made with ❤️ by Mario Toribio

 

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