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Performing Analytical Queries with LLMs

A Practical Approach to Using LLMs for Data Exploration and Analysis Consider the following scenario. You have a CSV file containing 5 million rows and 20 columns. This CSV file includes t

Fine-Tuning a Llama-3 LLM and Deploying as a Serverless API on CloudFlare

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Programming , Machine Learning , Chatbots
05 Jan, 2025

(Or: how I launched my own Llama 3 chatbot at mywebsite.com) 2 years ago, I (like many data scientists) knew absolutely nothing about building websites. I was great at building ML models,

I Combined the Blockchain and AI to Generate Art. Here’s What Happened Next.

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Technology , Artificial Intelligence , Generative AI
05 Jan, 2025

TUTORIAL Using LLMs to create artistic representations of data Looking into the rainbow What would the blockchain look like if it could be visualized through imagery? The b

6 Steps to Make AI Write Your Python Code for You | by Nabil Alouani | Towards Data Science

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Programming , Programming/Scripting , Machine Learning
01 Jan, 2025

Use the INSPIRe framework to save time and gain a competitive edge (ChatGPT-4 — Claude 3 — Gemini) AI won’t replace you but someone who writes better prompts will. That’s what I tell my

How I Fix Prompts for Flawless AI Responses Every Time

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Natural Language Processing , Chatbots , Machine Learning
26 Dec, 2024

When ChatGPT first launched, prompt templates for nearly every industry and profession flooded the internet. You’ve probably come across posts like “The Best [N] ChatGPT Prompts for [Sector/Pr

What are AI Agents: From Virtual Assistants to Intelligent Decision-Makers

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Chatbots , Autonomous Systems , Machine Learning
15 Dec, 2024

A Ground-Up Guide to Understanding AI Agents The recent shift from LLM-powered chatbots to what the field now defines as agentic systems or agentic AI can be summarized with a good old s