What is an AI Agent? Evaluating AI Agents with Arize AI - Part 1

סקירה כללית

סילבוס

• Introduction to AI Agents
Definition and Characteristics of AI Agents
Overview of Reactive vs. Proactive Agents
• Components of AI Agents
Understanding Memory in AI Systems
Planning Mechanisms in AI
Tool Use and Integration within AI Agents
• Architectures of AI Agents
Common Architectural Patterns
Case Studies of Successful AI Agent Implementations
• Evaluation of AI Agents
Criteria for Evaluating Agent Performance
Tools and Techniques for Agent Evaluation
• Live Demonstration: Evaluating AI Agents with Arize Phoenix
Setup and Introduction to Arize Phoenix
Conducting an Evaluation Using Arize Phoenix
Interpreting Evaluation Results
• Conclusion
Synthesis of Key Concepts
Future Trends in AI Agent Development
• Q&A Session and Further Resources

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נושאים

Computer Science