Day3_Context_and_Memory

Day 3: Context and Memory

Learning Objectives

Today we'll explore how agents manage context and maintain memory:

• Context window management
• Short-term and long-term memory systems
• State management in agents
• Conversation history and context retention
• Memory optimization strategies

Topics Covered

• Context Window Management
• Memory Systems (Short-term vs. Long-term)
• State Management Patterns
• Conversation History Handling
• Context Compression Techniques
• Memory Retrieval Strategies

Daily Goals

• Implement a memory system for an agent
• Understand context window limitations and solutions
• Build state management for multi-turn conversations
• Document memory patterns in concepts.md

Resources

• Use notebook_template.ipynb for hands-on experiments
• Record concepts and insights in concepts.md
• Reference materials in ../Resources/

Next Steps

After completing Day 3, proceed to Day 4: Evaluation and Quality