AI/ML Research

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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…

17 hours 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.

2 days 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…

3 days ago

Top 7 Small Language Models You Can Run on a Laptop

Powerful AI now runs on consumer hardware.

4 days ago

Choosing Between PCA and t-SNE for Visualization

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

1 week ago

The Machine Learning Practitioner’s Guide to Speculative Decoding

Large language models generate text one token at a time.

1 week 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.

1 week 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 weeks ago

Export Your ML Model in ONNX Format

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

2 weeks ago