Building AI Agents: From Basics to Advanced

Date Created
24/12/2024

Learn to design, build, and deploy AI agents using LangChain and LangGraph. This course covers prompt engineering, memory systems, multi-agent setups, tool integrations, safety, and ethical considerations, equipping you with practical skills to create powerful and reliable AI-driven systems for real-world applications.

What you will learn -

Introduction to AI Agents
Setting Up Your Development Environment for Generative AI
LangChain Fundamentals
Building Your First AI Agent
Mastering the Art of Prompt Engineering for Generative AI
Understanding Agent Memory
Supercharging AI Agents
Task Planning for AI Agents
Implementing ReAct Patterns in Generative AI
Getting Started with LangGraph
Designing Multi-Agent Systems for Generative AI
Mastering Agent Evaluation
Creating Specialized AI Agents
Leveraging Knowledge Bases and Vectors in Generative AI
Effective Error Handling Strategies for AI Agents
Mastering Agent Monitoring and Debugging in Generative AI Systems
Building Custom Agent Tools
Chain Patterns for Complex Tasks in Generative AI
Deploying and Scaling AI Agents
Ensuring Safety and Ethics in AI Agents