Codersarts Blog.

Introduction Asking an LLM a question about your data usually means one of two bad options: paste the rows into the chat and hope the model does the arithmetic correctly, or write the analysis code yourself and lose the convenience of just asking. LLMs are unreliable calculators, and hand-written analysis defeats the point of a conversational assistant. In this tutorial we build a CSV data analyst using Microsoft’s AutoGen framework and OpenAI. You upload a CSV and ask a ques

Introduction Most chatbots forget everything the moment a session ends. Ask one for a book recommendation today and tomorrow it has no memory of what you already read, rated, or disliked, so it falls back to generic suggestions that ignore your actual taste. In this tutorial we build a personal book tracker using Mem0’s open-source local memory layer and the OpenAI Agents SDK. You tell it what you have read and how you felt about it, and it remembers that across every future