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Karol Horosin's Projects

django-crash-course icon django-crash-course

120min tutorial on using django (with postgresql, docker and bringing it to production)

lab-inventory icon lab-inventory

Proof of concept application for managing laboratory inventory. Java Spring Boot + Angular 6.

langchain-json-output-python icon langchain-json-output-python

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

llm-on-aws-lambda icon llm-on-aws-lambda

Code and instructions for deploying a smaller open-source Language Large Model (LLM) on AWS Lambda, using Python, Docker.

multiprocessing-tutorial icon multiprocessing-tutorial

Jupyter notebook presenting various functionalities of python's multiprocessing library and concepts useful in parallel computing.

nginx-intro icon nginx-intro

Introduction to nginx with focus on reverse proxying

open-finetuning icon open-finetuning

This project demonstrates how to fine-tune one of OpenAI's key models to achieve JSON output formatting for generating fake identity data. By leveraging fine-tuning, we can get better steerability, shorter prompts, and therefore, reduced costs.

pages-deploy icon pages-deploy

Examples for deployment of vue, react and angular on github pages

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