Author name: Yogesh Sharma

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.

Gen AI

Prompt Engineering

It’s 11:45 PM. You have a tab open with the OpenAI API docs. Another one with a YouTube video on AI chatbots. And a half-written Python script that, for some reason, keeps giving you answers that are either too vague or completely off-topic.

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