Shivam Visnoi

Data Science

MCP : Model Context Protocol

Introduction If you’ve built anything around LLMs - chatbots, internal assistants, developer tools—you’ve probably hit the same wall: the model is smart, but it’s “trapped.” It can’t directly fetch the latest numbers from your database, read files from your system, or trigger real workflows unless you wire everything up...

01-Jan-2026

Data Science

KAG : Knowledge Augmented Generation

Introduction LLMs, such as ChatGPT, have made a significant impact on the way people use technology. However, technology is far more advanced in its fundamentals as artificial intelligence indeed transforms the world. These models perform admirably in accomplishing general purpose undertakings, but when it comes to domain-specific fields...

31-Jul-2025