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Automating CSV Analysis with CrewAI

Automating CSV Analysis with CrewAI

In this blog, we explore how to automate the process of analyzing a CSV dataset using CrewAI. We’ll build a workflow that includes agents for dataset context inference, data cleaning, visualizat

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MarkItDown: A Powerful and must-have Toolkit for LLMs projects, tested with OpenAI and Gemini 2.0

MarkItDown: A Powerful and must-have Toolkit for LLMs projects, tested with OpenAI and Gemini 2.0

*MarkItDown is a versatile utility developed by Microsoft that transforms various file formats into Markdown, making it an essential tool for developers working with Large Language Models (LLMs).

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Transform Any Document into AI-Ready Markdown: Microsoft’s MarkItDown + Azure OpenAI Guide

Transform Any Document into AI-Ready Markdown: Microsoft’s MarkItDown + Azure OpenAI Guide

A developer’s hands-on guide to converting PDFs, Office files, and images into clean Markdown using Microsoft’s latest open-source tool with Azure OpenAI integration Microsoft’s MarkItDo

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Unlocking PDFs for RAG with Markdown and Gemini

Unlocking PDFs for RAG with Markdown and Gemini

It’s safe to say that Retrieval Augmented Generation (RAG) has changed the world for many businesses and organizations. By supplementing the built-in capabilities that an LLM like [Gemini](http

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Building a Collaborative AI Agent Framework for Automated EDA using CrewAI

Introduction: A New Era of Data Exploration In today’s data-driven world, businesses are continuously seeking ways to extract actionable insights from vast datasets. Traditionally, this task

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How to make more reliable reports using AI — A Technical Guide

How to make more reliable reports using AI — A Technical Guide

Technical guide, sharing my experience of working with AI Over the past year, I’ve been running my own AI software development and consulting agency, working with a variety of clients — fr

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RAG/LLM and PDF: Conversion to Markdown Text with PyMuPDF

RAG/LLM and PDF: Conversion to Markdown Text with PyMuPDF

Data feeding in markdown text format increases generated text quality Introduction In the context of Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) envi

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