Generative AI
Bridging data engineering and cognitive LLM layers. Exploring the implementation of autonomous AI agent workflows, design patterns for robust RAG (Retrieval-Augmented Generation) systems, and embedding vector search optimization.
From RAG to Agentic Workflows: Building Autonomous LLM Data Assistants
A guide to building agentic Retrieval-Augmented Generation (RAG) pipelines that can autonomously execute queries, retrieve context, and reason over databases.