Designing and orchestrating multi-agent systems where specialized AI agents collaborate to solve complex tasks, using frameworks like AutoGen and CrewAI.
Architecture and best practices for Retrieval-Augmented Generation (RAG) chatbots, enabling LLMs to answer questions based on specific, private knowledge bases.
A technical breakdown of Transformer architectures in NLP, explaining the Attention mechanism, Encoder-Decoder structures, and the evolution from BERT to GPT-4.