Maciej Zalwert

212 Followers

Breaking Down AI Agents: Frameworks, Features, and Future

The idea of systems that can plan, learn and execute various tasks has been a topic of interest for years. Today, it’s becoming a reality.

Dec 27, 2024

Breaking Down AI Agents: Frameworks, Features, and Future

Dec 27, 2024

Exploring the Mathematical Benefits of Euler’s Number in DNN Activation Functions

Euler’s number (e) plays a key role in deep neural networks (DNNs)

Nov 13, 2024

Exploring the Mathematical Benefits of Euler’s Number in DNN Activation Functions

Nov 13, 2024

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Balancing Relevance & Diversity in RAG — guide for smarter doc selection

TL;DR: Combine embeddings for relevance, bert similarity score for diversity, and the knapsack algorithm to select the best documents…

Nov 3, 2024

Balancing Relevance & Diversity in RAG — guide for smarter doc selection

Nov 3, 2024

You are able to code your chatGPT

In 2 hours I was able to have a scratch of the code for language model training and prediction

Oct 6, 2024

Oct 6, 2024

From Vision to Execution: Crafting Software Design and Architecture for AI-Driven Applications…

In this series, we delve into the critical roles of System Design and System Architecture within AI-driven applications.

Oct 6, 2024

From Vision to Execution: Crafting Software Design and Architecture for AI-Driven Applications…

Oct 6, 2024

Getting Started with Rust (Part 5): Rust Macros on the AI/ML project examples

Rust’s macro system is a powerful feature that enables meta-programming, allowing developers to write code that generates other code.

Oct 6, 2024

Getting Started with Rust (Part 5): Rust Macros on the AI/ML project examples

Oct 6, 2024

LLMs: Are They Just a Supercharged Databases?

Sep 22, 2024

LLMs: Are They Just a Supercharged Databases?

Sep 22, 2024

Getting Started with Rust (Part 4): Pattern Matching, Error Handling, and Concurrency Basics

Learn Rust programming

Jul 23, 2024

Getting Started with Rust (Part 4): Pattern Matching, Error Handling, and Concurrency Basics

Jul 23, 2024

Memory Management in Python: Comparing sort() and sorted() for Efficiency

Simple trick to boost performance

Jul 22, 2024

Memory Management in Python: Comparing sort() and sorted() for Efficiency

Jul 22, 2024

Getting Started with Rust (Part 3): Memory Management Basics

Many of the programming languages used in AI, such as Python, Julia, and Java, rely on garbage collectors to manage memory. Rust, on the…

Jul 21, 2024

Getting Started with Rust (Part 3): Memory Management Basics

Jul 21, 2024

Breaking Down AI Agents: Frameworks, Features, and Future

The idea of systems that can plan, learn and execute various tasks has been a topic of interest for years. Today, it’s becoming a reality.

Exploring the Mathematical Benefits of Euler’s Number in DNN Activation Functions

Euler’s number (e) plays a key role in deep neural networks (DNNs)

Get an email whenever Maciej Zalwert publishes.

Balancing Relevance & Diversity in RAG — guide for smarter doc selection

TL;DR: Combine embeddings for relevance, bert similarity score for diversity, and the knapsack algorithm to select the best documents…

You are able to code your chatGPT

In 2 hours I was able to have a scratch of the code for language model training and prediction

From Vision to Execution: Crafting Software Design and Architecture for AI-Driven Applications…

In this series, we delve into the critical roles of System Design and System Architecture within AI-driven applications.

Getting Started with Rust (Part 5): Rust Macros on the AI/ML project examples

Rust’s macro system is a powerful feature that enables meta-programming, allowing developers to write code that generates other code.

LLMs: Are They Just a Supercharged Databases?

Getting Started with Rust (Part 4): Pattern Matching, Error Handling, and Concurrency Basics

Learn Rust programming

Memory Management in Python: Comparing sort() and sorted() for Efficiency

Simple trick to boost performance

Getting Started with Rust (Part 3): Memory Management Basics

Many of the programming languages used in AI, such as Python, Julia, and Java, rely on garbage collectors to manage memory. Rust, on the…

Maciej Zalwert

Python programming

Ethical Hacking

Machine Learning Ops (MLOps)