Syllabus

Welcome to GenAI University!

This guide will introduce you to the world of Large Language Models (LLMs), AI Agents, and how to use them effectively. Whether you're a curious beginner or looking to enhance your skills, we've got you covered.

What are Large Language Models?

Large Language Models are advanced AI systems trained on vast amounts of text data. They can understand and generate human-like text, answer questions, and assist with various tasks.

Key Concepts

1. System Prompts: Instructions that set the context and behavior for the LLM.

2. Human Prompts: The specific questions or requests you give to the LLM.

3. Prompt Chains: A series of prompts designed to guide the LLM through complex tasks.

4. Document Integration: Using LLMs to analyze and work with external documents.

5. AI Agents: Advanced systems that use LLMs to perform actions and make decisions.

6. Tool Use: The ability of AI Agents to interact with external tools and APIs.

7. Multi-Agent: Orchestrating a collection of AI Agents to work towards a common goal.

Why Use LLMs and AI Agents?

• Enhance productivity by automating text-based tasks

• Generate creative content and ideas

• Analyze and summarize large amounts of information quickly

• Provide instant answers and assistance on various topics

• Perform complex, multi-step tasks with AI Agents

• Integrate AI capabilities with external tools and services

Getting Started

To begin your journey with LLMs and AI Agents, explore the following topics:

1. Demystifying Prompt Engineering

2. Understanding System Prompts

3. Crafting Effective Human Prompts

4. Understanding Context Windows

5. Designing Prompt Chains

6. Working with Documents and LLMs

7. Introduction to AI Agents

8. AI Agent Tool Use and Integration

9. Multi-Agent Solutions