Category: python

Life Before AgenticAI: A Story of Spreadsheets and Sleepless Nights

by Abhishek Dhondalkar, posted in AgenticAI, Artificial Intelligence, Fintech, python

Picture this: it's 7:45 AM! The trading desk is humming, markets are opening in minutes, and somewhere deep in a maze of Excel files, a formula has quietly broken overnight. Nobody knows yet. The rule-based engine that calculates risk exposure is still running, but it's running on yesterday's logic. A portfolio manager frantically scrolls through … Continue reading Life Before AgenticAI: A Story of Spreadsheets and Sleepless Nights

Your First MCP Server: A Complete Beginner’s Guide

by Abhishek Dhondalkar, posted in General, NodeJS, python

If you’ve been exploring the Model Context Protocol (MCP) ecosystem and want to set up your first MCP server, you’re in the right place.This guide will take you from “Zero to MCP hero” - even if you’ve never touched MCP before. We’ll set up an MCP server, connect it to a client using MCP Inspector, and run it interactively. … Continue reading Your First MCP Server: A Complete Beginner’s Guide

Building a Personal RAG Application for PDF-Based Question Answering

by Prajjwalkumar Panzade, posted in Artificial Intelligence, Chatbot, Database, Elastic Search, python

We are in the age of LLMs where everyone wants to use or create LLMs. LLM stands for Large Language Models. There are lots of LLMs available in the market like ChatGPT that everyone uses and other than ChatGPT there are Google’s Gemini, Claude are the LLMs. But everyone uses ChatGPT as it is famous … Continue reading Building a Personal RAG Application for PDF-Based Question Answering