LLM / GenAI Patterns, Architectures and Use Cases with Java: airhacks.live

We will create together a (serverless) MicroProfile application with LLM access. I will also discuss the following topics:

• Introduction to Large Language Models (LLMs) and Generative AI
• Understanding LLM basics
• Overview of LangChain4j and Quarkus and its role in Java-based AI development
• Types of models (GPT, BERT, etc.)
• Tokenization and embeddings
• Prompt engineering techniques
• Enterprise "AI" Integration
• Anthropic and openAI APIs
• tools and functions
• structured output
• RAG vs. large context windows
• first party integration
• AWS Bedrock
• Hands-on with LangChain4j
• Basic text generation
• Question answering systems
• Rule Engines
• Expert Systems
• Advanced LangChain4j features
• Chaining multiple AI tasks
• (...)

https://workshops.adam-bien.com/llm-bootstrap.htm