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AI Agents Training
Master the architecture and development of AI agents capable of reasoning, acting, and learning autonomously. This training covers orchestration patterns, memory management, tool integration, and production deployment of agents.
Duration
2 days
Level
Intermediate
Price
9.99 EUR/month (all courses included)
Max group
12 participants
What you will learn
+Understand AI agent architecture and patterns
+Build agents with reasoning and planning capabilities
+Integrate external tools (APIs, databases, search)
+Manage agent memory and persistent context
+Orchestrate collaborative multi-agent systems
+Deploy and monitor agents in production
Course program
Module 1: Foundations: From Conversational AI to Autonomous Agents
2h20- What is an AI agent: definition and use cases
- Agent patterns: ReAct, Plan-and-Execute, Reflexion
- Perception-decision-action loop
- Workshop: transform a chatbot into an autonomous agent
Module 2: Multi-Agent Orchestration
2h20- Hierarchical, sequential, and collaborative patterns
- CrewAI: simplified multi-agent framework
- LangGraph: full control over agent workflows
- AutoGen: multi-agent conversations
Module 3: Tools and Actions
2h20- Function calling architectures (Claude, GPT-4, Gemini)
- Creating and documenting tools for agents
- Model Context Protocol (MCP) for interoperability
- Sandboxing and secure code execution
Module 4: Memory and Persistent Context
2h20- Memory types: episodic, semantic, procedural
- RAG (Retrieval-Augmented Generation) for agents
- Vector databases and long-term context management
- Workshop: agent with memory of its interactions
Module 5: Production and Observability
2h20- Agent deployment (cloud, serverless, containers)
- Monitoring: traces, logs, performance metrics
- Error handling and retry logic
- Cost and LLM call optimization
Module 6: Real-World Use Cases & Capstone Project
2h20- Production agents: customer support, data analysis, code review
- Guided implementation and code review
- Project presentations and feedback
- Roadmap and resources for going further
Ready to get started?
9.99 EUR/month — All courses included, cancel anytime