Jul
30,
2025
Are AI Tools Hurting Developer Productivity?
A recent study questions the impact of AI tools on developer productivity. Our experts weigh in, sharing diverse perspectives on how AI-assisted coding (e.g., Copilot, Cursor) influences workflow, creativity, and efficiency. This article dives into the nuances of prompt engineering, AI agent usage, and responsible AI integration, offering insights for...
Mar
13,
2025
Exploring DeepSeek: How a New Player is Challenging AI Norms
In this interview, Dr. Pieter Buteneers shares his thoughts on the emerging AI company DeepSeek. We explore the technology behind it, discuss its potential impact on AI development, and touch upon the opportunities and challenges of this innovation.
How Ollama Powers Large Language Models with Model Files
The rise of large language models (LLMs) has transformed the landscape of artificial intelligence, enabling advanced text generation, and even the ability to write code. At the heart of these systems are foundation models built on transformer models and fine-tuned with vast amounts of data. Ollama offers a unique approach...
Mar
18,
2024
Maximizing Machine Learning with Data Lakehouse and Databricks: A Guide to Enhanced AI Workflows
In today’s rapidly evolving data landscape, leveraging a Data Lakehouse architecture is becoming a key strategy for enhancing machine learning workflows. Databricks, a leader in unified data analytics, provides a robust platform that integrates seamlessly with the data lakehouse model to enable data engineers, data scientists, and Machine learning (ml)...
Feb
19,
2024
OpenAI Embeddings
Embedding vectors (or embeddings) play a central role in the challenges of processing and interpretation of unstructured data such as text, images, or audio files. Embeddings take unstructured data and convert it to structured, no matter how complex, so they can be easily processed by software. OpenAI offers such embeddings,...
Jan
4,
2024
Building a Proof of Concept Chatbot with OpenAIs API, PHP and Pinecone
We leveraged OpenAI's API and PHP to develop a proof-of-concept chatbot that seamlessly integrates with Pinecone, a vector database, to enhance our homepage's search functionality and empower our customers to find answers more effectively. In this article, we’ll explain our steps so far to accomplish this.
Jul
11,
2022
Take Control of ML Projects
<div style="text-align: justify;">The decision to move Elasticsearch to proprietary licensing awakened a sleeping giant. The open source community rapidly flexed its muscle to ensure a true open source option for fast and scalable search and analytics—which many users depend on </span><a href="https://opensearch.org/docs/latest/ml-commons-plugin/index/"><span style="font-weight: 400;">for ML projects</span></a><span style="font-weight: 400;">—would continue to...
Feb
10,
2022
Python Developers live in Visual Studio Code
<div style="text-align: justify;">With over 18 million monthly users, VS Code has become one of the most popular and fastest-growing text editors in the world. To learn more about why over 3.7 million of them find VS Code to be the perfect habitat for Python development and data science work, keep...
Oct
12,
2021
What is Data Annotation and how is it used in Machine Learning?
<div style="text-align: justify;">What is data annotation? And how is data annotation applied in ML? In this article, we are delving deep to answer these key questions. Data annotation is valuable to ML and has contributed immensely to some of the cutting-edge technologies we enjoy today. Data annotators, or the invisible...
Sep
14,
2021
Neuroph and DL4J
<div style="text-align: justify;">In this article, we would like to show how neural networks, specifically the multilayer perceptron of two Java frameworks, can be used to detect blood cells in images.</div>