AI Task Automation Agent

An AI agent that automates everyday work tasks like drafting emails, creating reminders, and answering questions. Runs locally using Ollama.

Features

• Email drafting assistant
• Task and reminder creation
• Text summarization
• Question answering
• Extensible tool system

Setup

1. Install dependencies:

   pip install -r requirements.txt

2. Ensure Ollama is running:

   ollama run llama3.2:3b

3. Run:

   python task_agent.py

Usage

from task_agent import TaskAgent

agent = TaskAgent()

# Draft an email
email = agent.draft_email(
    recipient="client@company.com",
    subject="Project Update",
    purpose="Update them on project progress"
)
print(email)

# Create a reminder
reminder = agent.create_reminder(
    task="Call client",
    due="Tomorrow 2pm"
)
print(reminder)

Commands

• email - Draft emails
• reminder - Create reminders
• summarize - Summarize text
• ask - Answer questions
• help - Show available commands

Project Structure

.
├── task_agent.py      # Main agent implementation
├── tools.py           # Tool definitions
├── memory.json        # Stored tasks/reminders
├── requirements.txt   # Dependencies
└── README.md

How It Works

1. Parse Intent - Understand what the user wants to do
2. Select Tool - Choose the appropriate tool (email, reminder, etc.)
3. Execute - Run the tool with user parameters
4. Format Output - Return properly formatted result

Requirements

• Python 3.9+
• Ollama with llama3.2:3b model

License

MIT