About Patryk Kowalski

A physics graduate and a professional in machine learning, specializing in working with Large Language Models (LLMs), coding agents, computer vision (CV), and classical machine learning. Outside of work, also a swing dancer and instructor.

Entries by Patryk Kowalski

From LLMs to RAG. Elevating Chatbot Performance. What is the Retrieval-Augmented Generation System and How to Implement It Correctly?

March 28, 2024 / in Generative AI / by Patryk Kowalski

Discover how Retrieval-Augmented Generation (RAG) systems outperform Large Language Models (LLMs) in enhancing chatbot performance for businesses. Learn what RAG is and gain insights into correct implementation strategies.

Creating your own code writing agent. How to get results fast and avoid the most common pitfalls

October 30, 2023 / in Generative AI / by Patryk Kowalski

Delve into this comprehensive guide to learn how to create your own code-writing agents, while understanding the possible limitations. Read now!

Creating your whole codebase at once using LLMs – how long until AI replaces human developers?

October 8, 2023 / in Generative AI / by Patryk Kowalski

Find out how coding agents in LLMs are spearheading advancements in AI development. Learn more about the most popular examples of code-writing agents!

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About Patryk Kowalski

Entries by Patryk Kowalski

From LLMs to RAG. Elevating Chatbot Performance. What is the Retrieval-Augmented Generation System and How to Implement It Correctly?

Creating your own code writing agent. How to get results fast and avoid the most common pitfalls

Creating your whole codebase at once using LLMs – how long until AI replaces human developers?

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