Sharad Raj

LLM

• Post
  Agentic RAG Workflows: Building Tool-Using Agents

  Retrieval-augmented generation (RAG) has become a cornerstone of modern AI systems, enabling language models to access external knowledge bases and provide more accurate, contextual responses. …

  Mar 15, 2026 3 min read
  RAG Agents LLM Architecture
• Post
  MLOps for LLM Services: CI/CD and Deployment Patterns

  Deploying large language models in production requires more than just containerization. It demands a comprehensive MLOps strategy that addresses model versioning, performance monitoring, and …

  Mar 8, 2026 1 min read
  MLOps CI/CD LLM DevOps