Karol Horosin: AI, Engineering & Product

Series

Large Language Models

In this blog series, we explore the transformative potential of artificial intelligence tools and models in software development and other fields via tutorials and case studies.

Articles in this series

Deploy a language model (LLM) on AWS Lambda

Karol HorosinKarol Horosin
Jan 6, 202413 min read

Serverless language model inference using Python, Docker, Lambda, Phi-2 model. A Practical guide. · If you just want to see the code - see github. What...

Deploy a language model (LLM) on AWS Lambda

Extracting and Generating JSON Data with OpenAI GPT, LangChain, and Python

Karol HorosinKarol Horosin
Sep 11, 20238 min read

Manipulating Structured Data (from PDFs) with the Model behind ChatGPT, LangChain, and Python for Powerful AI-driven Applications · 📜 Click here if...

Extracting and Generating JSON Data with OpenAI GPT, LangChain, and Python

Fine-tuning OpenAI GPT 3.5: Practical example with Python

Karol HorosinKarol Horosin
Aug 23, 20237 min read

Hands-on example and tutorial to achieve shorter prompts, better performance and save money on your API calls. All using synthetic data from GPT-4. ·...

Fine-tuning OpenAI GPT 3.5: Practical example with Python

From Ideas to Action: Creating a Product Concept and a Landing Page with Waiting List with ChatGPT, Carrd, and Midjourney

Karol HorosinKarol Horosin
Jun 28, 20239 min read

Or how to be more creative with modern AI tools · Let me tell you how I decided to prototype an idea, create a landing page, generate a logo and even...

From Ideas to Action: Creating a Product Concept and a Landing Page with Waiting List with ChatGPT, Carrd, and Midjourney

Extracting and Generating JSON Data with GPTs, LangChain, and Node.js

Karol HorosinKarol Horosin
May 8, 20236 min read

Manipulating Structured Data (from PDFs) with the Model behind ChatGPT, LangChain, and Node.js for Powerful AI-driven Applications · 🐍 Python version of...

Extracting and Generating JSON Data with GPTs, LangChain, and Node.js

How I Effortlessly Create PowerPoint Presentations with ChatGPT and MARP (as a Software Engineer)

Karol HorosinKarol Horosin
Apr 3, 20233 min read

Streamlining PowerPoint Presentation Creation with ChatGPT and MARP · As a software engineer, I find ChatGPT to be an incredibly powerful tool that has...

How I Effortlessly Create PowerPoint Presentations with ChatGPT and MARP (as a Software Engineer)