LLM
2 items
Series Posts
Conceptual The Azure Ascent: A Backend Engineer's Journey to Cloud Mastery
Part 5: The Intelligent Layer — Azure AI & Machine Learning
CloudVault wants to add intelligent features to their platform. Marcus explores Azure AI Services (Vision, Language, Speech), Azure OpenAI for LLMs, and Azure Machine Learning. We integrate AI capabilities into a Java backend application and understand when to use pre-built APIs vs. custom models.
Conceptual Redis Deep Dive: From Cache to AI Memory
Part 8: "The Intelligent Agent" — Production RAG Architectures
Maya builds an AI shopping assistant. We move from naive retrieval to a production-grade Retrieval-Augmented Generation (RAG) system. We cover chunking strategies, hybrid search (combining vectors with metadata filters), and using Redis as conversational memory for LLMs.