AI for All: Navigating the New Age of Democratized Intelligence

Explore the AI revolution with mega-models, OpenAI, HuggingFace & more. Dive into a world where cutting-edge AI tools are accessible to all. Join the movement!

medium.com_towards-ai 6 minutes ago

Extracting Text from PDF Files with Python: A Comprehensive Guide

In the age of Large Language Models (LLMs) and their wide-ranging applications, from simple text summarisation and translation to predicting stock performance based on sentiment and financial report… 6 minutes ago

LLM Output Parsing: Function Calling vs. LangChain

Creating tools with LLMs requires multiple components, such as vector databases, chains, agents, document splitters, and many other new tools. However, one of the most crucial components is the LLM…

Two New Papers Analyze in Detail the Protein Universe Unveiled by AlphaFold 2’s 200 Million Models

The recent release of over 200 million predicted protein structures by DeepMind’s AlphaFold 2, in collaboration with the European Institute of Bioinformatics, has ushered in a new era of protein…

Boost AI Performance with Fine-Tuning

We can adapt large language models to do whatever we want. It can become your personal assistant, answering all your emails, or your future lawyer. You can make them do whatever you want. But how can…

medium.com_towards-ai 4 hours ago

Exploring Large-scale Raster Population Data

I have often seen beautiful population maps circulating online; however, I usually got stuck at some technical parts, like visualizing other map segments than shown in the tutorial or turning the…

Can ChatGPT solve knapsack problems?

Ever since the emergence of ChatGPT, I’ve been thinking how ChatGPT would influence the world of optimization and Operations Research (OR). There has been news about ChatGPT passing high school and…

How I Use ChatGPT as an LLM Engineer to Create Projects Fast

I’ve been thinking about the “Human vs. AI” debate. Not because I’ve been taking an active part in it. Still, I want to share with you how I take advantage of the AI tools. And I’ll show you how I…

medium.com_towards-ai 9 hours ago

Bugs in Python? Pdb to the Rescue!

Various tools can be used to debug Python code, from the simplest print() function, via static but more advanced icecream and its sibling ycecream, to the various interactive debuggers that IDEs… 15 hours ago

Entity Resolution: Identifying Real-World Entities in Noisy Data

In today’s data-driven world, organizations often face challenges with diverse and inconsistent data sources. Entity resolution, also called record linkage or deduplication, helps identify and merge… 15 hours ago