ag2-persona

PersonaAgent for AG2

Welcome to the PersonaAgent documentation!

PersonaAgent enables AG2 (AutoGen) agents to embody distinct personas through explicit role, goal, and backstory components, allowing for more authentic and consistent agent behavior.

Quick Links

• Getting Started - Installation and basic usage
• API Reference - Complete API documentation
• Examples - Code examples and tutorials

Key Features

• 🎭 Authentic Personas - Agents embody distinct, consistent characters
• 🔄 Dynamic Character Updates - Modify persona aspects without full rewrites
• 📚 Better Maintenance - Update character traits independently
• 🎯 Consistent Behavior - Well-defined personas reduce character drift
• 🔧 PersonaBuilder Pattern - Fluent interface with validation and flexible configuration

Installation

pip install ag2-persona

Quick Example

from ag2_persona import PersonaBuilder

# Create an expert agent using PersonaBuilder
expert = (PersonaBuilder.from_markdown("library/data_analyst.md")
          .set_name("data_analyst")
          .llm_config({"model": "gpt-4", "temperature": 0.7})
          .build())

# Use like any AG2 agent
response = expert.generate_reply(messages=[{"content": "Analyze this data"}])

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