Memory Operations

Demonstrates advanced session memory operations including item manipulation, conversation corrections, and session management.

🎯 What This Demonstrates

• get_items(): Retrieving conversation history programmatically
• add_items(): Manually adding conversation items
• pop_item(): Removing and correcting conversation turns
• clear_session(): Resetting conversation history

🚀 Quick Start

1. Install OpenAI Agents SDK:

   pip install openai-agents
   

2. Set up environment:

   cp ../env.example .env
   # Edit .env and add your OpenAI API key
   

3. Run the agent:

   import asyncio
   from agent import basic_memory_operations, conversation_corrections
   
   # Test memory operations
   asyncio.run(basic_memory_operations())
   
   # Test conversation corrections
   asyncio.run(conversation_corrections())
   

💡 Key Concepts

• Memory Inspection: Understanding conversation structure
• Manual Item Management: Adding custom conversation entries
• Conversation Corrections: Undoing and modifying interactions
• Session Cleanup: Clearing conversation history

🧪 Available Operations

Basic Memory Operations

• Retrieving conversation items
• Adding custom conversation entries
• Inspecting session contents

Conversation Corrections

• Using pop_item() to undo responses
• Correcting user questions
• Modifying conversation flow

Session Management

• Clearing conversation history
• Starting fresh conversations
• Managing session lifecycle

Memory Inspection

• Analyzing conversation structure
• Limiting retrieved items
• Understanding memory patterns

🔗 Next Steps

• Basic Sessions - Session fundamentals
• Multi Sessions - Multiple conversation management