Author name: Yogesh Sharma

Gen AI

MCP Explained

Last month she wired her company’s AI assistant into Slack. It took four days, custom auth, a webhook handler, a brittle little adapter to translate Slack’s API into something the model could call. It worked. Everyone clapped.

DevOps

Vector Databases

A RAG-based internal chatbot for her company’s HR team. Employees could ask it anything: leave policies, payroll cycles, appraisal timelines, onboarding checklists.

Gen AI

RAG Explained

Three weeks of work. A fully functional AI chatbot, integrated into his company’s internal portal, built on top of GPT-4, with a clean UI and a snappy response time. His manager was impressed just from the screenshots.

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