AI/ML Research

Building a Simple MCP Server in Python

Have you ever tried connecting a language model to your own data or tools? If so, you know it often…

1 month ago

Agentify Your App with GitHub Copilot’s Agentic Coding SDK

For years, GitHub Copilot has served as a powerful pair programming tool for programmers, suggesting the next line of code.

1 month ago

LLM Embeddings vs TF-IDF vs Bag-of-Words: Which Works Better in Scikit-learn?

Machine learning models built with frameworks like scikit-learn can accommodate unstructured data like text, as long as this raw text…

1 month ago

Top 7 Small Language Models You Can Run on a Laptop

Powerful AI now runs on consumer hardware.

1 month ago

Choosing Between PCA and t-SNE for Visualization

For data scientists, working with high-dimensional data is part of daily life.

2 months ago

The Machine Learning Practitioner’s Guide to Speculative Decoding

Large language models generate text one token at a time.

2 months ago

Document Clustering with LLM Embeddings in Scikit-learn

Imagine that you suddenly obtain a large collection of unclassified documents and are tasked with grouping them by topic.

2 months ago

Agent Evaluation: How to Test and Measure Agentic AI Performance

AI agents that use tools, make decisions, and complete multi-step tasks aren't prototypes anymore.

2 months ago

Export Your ML Model in ONNX Format

When building machine learning models, training is only half the journey.

2 months ago