Building AI Agents with LLMs, RAG, and Knowledge Graphs

Table of Contents

1. Analyzing Text Data with Deep Learning
2. The Transformer: The Model Behind the Modern AI Revolution
3. Exploring LLMs as a Powerful AI Engine
4. Building a Web Scraping Agent with an LLM
5. Extending Your Agent with RAG to Prevent Hallucinations
6. Advanced RAG Techniques for Information Retrieval and Augmentation
7. Creating and Connecting a Knowledge Graph to an AI Agent
8. Reinforcement Learning and AI Agents
9. Creating Single- and Multi-Agent Systems
10. Building an AI Agent Application
11. The Future Ahead