SEC495: Leveraging LLMs: Building & Securing RAG, Contextual RAG, and Agentic RAG™

What You'll Learn

• Build an end-to-end RAG backend solution.
• Extend a RAG to implement Contextual RAG solutions.
• Understand and implement AI agents in an LLM context for RAG supervision.
• Implement security controls limiting information disclosure from an LLM.
• Prevent and defend against prompt injection attacks.

Business Takeaways

• Students will understand how to work with and leverage vector databases.
• Students will be able to implement chatbot (and similar) style solutions internally.
• Students will know how to build AI/LLM solutions without disclosing sensitive internal information to a third party or using a public or commercial API.
• Students will understand how to build cutting edge contextual RAG solutions.
• Students will understand how to implement agent based AI solutions related to LLMs.