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CodeAgent with State Tracking

Overview

The CodeAgent class now includes all functionality previously separated into StateCodeAgent, allowing for optional state tracking and conversation management. This consolidation simplifies the codebase and provides a more flexible agent implementation.

Key Features

  • Optional State Tracking: Enable or disable state tracking with the enable_state_tracking parameter
  • Conversation History: When state tracking is enabled, maintains conversation history
  • Persistent State: Stores variables and learned patterns across interactions
  • Reset Capability: Can reset state while preserving learned patterns
  • Context Enhancement: Automatically enhances inputs with conversation context

Usage

Basic Usage (No State Tracking)

from minion.agents.code_agent import CodeAgent

# Create a CodeAgent without state tracking (default behavior)
agent = CodeAgent()
await agent.setup()

# Run a task
result = await agent.solve_problem("Calculate 2 + 2")

With State Tracking Enabled

from minion.agents.code_agent import CodeAgent

# Create a CodeAgent with state tracking enabled
agent = CodeAgent(enable_state_tracking=True)
await agent.setup()

# First query
result1 = await agent.solve_problem("What is the capital of France?")

# Second query - will have context from the first interaction
result2 = await agent.solve_problem("What is its population?")

# Reset state if needed
agent.reset_state()

# Get conversation statistics
stats = agent.get_statistics()

State Management Methods

When enable_state_tracking=True, the following methods are available:

  • reset_state(): Clears conversation history while preserving learned patterns
  • clear_history(): Clears only conversation history
  • get_conversation_history(): Returns the full conversation history
  • get_recent_history(limit=n): Returns the n most recent conversation entries
  • get_state(): Returns the current state dictionary
  • load_state(state_dict): Loads a previously saved state
  • get_statistics(): Returns usage statistics

Migration from StateCodeAgent

StateCodeAgent is now deprecated and will be removed in a future version. To migrate existing code:

# Before
from minion.agents.state_code_agent import StateCodeAgent
agent = StateCodeAgent()

# After
from minion.agents.code_agent import CodeAgent
agent = CodeAgent(enable_state_tracking=True)

All functionality from StateCodeAgent is now available in CodeAgent when enable_state_tracking is set to True.