This guide will walk you through the entire process of setting up and running a llama.cpp server on your local machine, building a local AI agent, and testing it with a variety of prompts.

KDnuggets

24.06.2025

MLFlow Mastery: A Complete Guide to Experiment Tracking and Model Management - KDnuggets

MLFlow is a tool that helps you manage machine learning projects. It makes it easier to track experiments, save models, and deploy them.

KDnuggets

24.06.2025

5 Things You Need to Know About Agentic AI - KDnuggets

Check out these insights you need to know before jumping into the latest hype.

KDnuggets

24.06.2025

How to Learn Programming for Data Science: A Roadmap for Beginners - KDnuggets

Here's a roadmap to learning programming for data science, designed for absolute beginners with big ambitions.

KDnuggets

21.06.2025

Data Science, No Degree - KDnuggets

An honest breakdown of the ups and downs I went through to get into the tech industry and top tips to learn from my mistakes.

KDnuggets

21.06.2025

Top 5 Frameworks for Distributed Machine Learning - KDnuggets

Use these frameworks to optimize memory and compute resources, scale your machine learning workflow, speed up your processes, and reduce the overall cost.

KDnuggets

20.06.2025

10 GitHub Repositories to Master Web Development in 2025 - KDnuggets

Learn web development skills through courses, exercises, interview questions, checklist, and project ideas.

KDnuggets

20.06.2025

Go vs. Python for Modern Data Workflows: Need Help Deciding? - KDnuggets

Need both performance and flexibility in your data workflows? We compare Go and Python to help you make an informed decision.

KDnuggets

20.06.2025

Forget Streamlit: Create an Interactive Data Science Dashboard in Excel in Minutes - KDnuggets

In this tutorial, we will show how to create an interactive data science dashboard in Excel in minutes without Streamlit.

KDnuggets

19.06.2025

The 7 Most Useful Jupyter Notebook Extensions for Data Scientists - KDnuggets

In this article, we will explore seven different Jupyter Notebook extensions that will improve your work.

KDnuggets

19.06.2025

Getting Started with Cassandra: Installation and Setup Guide - KDnuggets

Apache Cassandra is a distributed NoSQL database for managing massive data with high availability. This guide covers its installation on Linux, Windows, and macOS.

KDnuggets

18.06.2025

A Practical Guide to Multimodal Data Analytics - KDnuggets

BigQuery's ObjectRef unifies structured and unstructured data, enabling multimodal analytics via SQL and Python.

KDnuggets

18.06.2025

NotebookLM + Deep Research: The Ultimate Learning Hack - KDnuggets

Let’s unlock smarter, faster learning by combining NotebookLM with deep research strategies.

KDnuggets

18.06.2025

Deploying the Magistral vLLM Server on Modal - KDnuggets

A guide for Python beginners to build, deploy, and test a Magistral reasoning model.

KDnuggets

18.06.2025

Agentic AI: A Self-Study Roadmap - KDnuggets

A comprehensive guide to building AI systems that can plan, reason, and act autonomously — from basic tool-using agents to sophisticated multi-agent collaborations.

KDnuggets

17.06.2025

Polars for Pandas Users: A Blazing Fast DataFrame Alternative - KDnuggets

Learn how to migrate from Pandas to Polars with practical examples, side-by-side code comparisons, and strategies to unlock performance improvements on your existing data workflows.

KDnuggets

17.06.2025

10 Large Language Model Key Concepts Explained - KDnuggets

In this article, we explore 10 large language model terms that are key to understanding these formidable AI systems.

KDnuggets

17.06.2025

Automatically Build AI Workflows with Magical AI - KDnuggets

Find out how to streamline tasks, save time, and boost productivity with a no-code AI assistant.

KDnuggets

14.06.2025

Automating GitHub Workflows with Claude 4 - KDnuggets

Learn how to set up the Claude App in your GitHub repository and invoke it directly through comments.

KDnuggets

14.06.2025

AI Agents in Analytics Workflows: Too Early or Already Behind? - KDnuggets

A look at how AI agents are reshaping the data analytics workflow and whether you’re ahead or behind the curve.

KDnuggets

13.06.2025

How to Learn Math for Data Science: A Roadmap for Beginners - KDnuggets

Confused about where to start with data science math? Learn what math concepts to learn, in what order, and how to use them in practice.

KDnuggets

13.06.2025

Building a Custom PDF Parser with PyPDF and LangChain - KDnuggets

PDFs look simple — until you try to parse one. Here’s how to build your own parser.

KDnuggets

12.06.2025

Why You Need RAG to Stay Relevant as a Data Scientist - KDnuggets

How retrieval-augmented generation (RAG) reduces LLM costs, minimises hallucinations, and keeps you employable in the age of AI.

KDnuggets

12.06.2025

Stop Writing Messy Python: A Clean Code Crash Course - KDnuggets

Writing Python that works is easy. But writing Python that's clean, readable, and maintainable? That's what this crash course is for.

KDnuggets

12.06.2025

Top 7 MCP Clients for AI Tooling - KDnuggets

The most popular clients that seamlessly and reliably work with MCP servers ranging from IDEs to chatbots and plugins.

KDnuggets

12.06.2025

Bridging the Gap: New Datasets Push Recommender Research Toward Real-World Scale - KDnuggets

Publicly available datasets in recommender research currently shaping the field.

KDnuggets

11.06.2025

Integrating DuckDB & Python: An Analytics Guide - KDnuggets

Learn how to run lightning-fast SQL queries on local files with ease.

KDnuggets

11.06.2025

Selling Your Side Project? 10 Marketplaces Data Scientists Need to Know - KDnuggets

That app collecting dust on your GitHub? Someone out there is ready to pay thousands for it — these 10 platforms prove it.

KDnuggets

11.06.2025

7 Python Errors That Are Actually Features - KDnuggets

You never expected these Python errors to help your work, but they do!

KDnuggets

10.06.2025

7 Cool Python Projects to Automate the Boring Stuff - KDnuggets

Get more done in less time with these 7 beginner-friendly Python automation projects that tackle everyday annoyances.

KDnuggets

10.06.2025

Run the Full DeepSeek-R1-0528 Model Locally - KDnuggets

Running the quantized version DeepSeek-R1-0528 Model locally using Ollama and WebUI.

KDnuggets

07.06.2025

5 Error Handling Patterns in Python (Beyond Try-Except) - KDnuggets

Stop letting errors crash your app. Master these 5 Python patterns that handle failures like a pro!

KDnuggets

07.06.2025

10 Awesome OCR Models for 2025 - KDnuggets

Stay ahead in 2025 with the latest OCR models optimized for speed, accuracy, and versatility in handling everything from scanned documents to complex layouts.

KDnuggets

06.06.2025

Top 5 Alternative Data Career Paths and How to Learn Them for Free - KDnuggets

How about some alternative options for a data career? Learn about five non-standard career paths, required skills, and how to learn them for free.

KDnuggets

06.06.2025

WTF is GRPO?!? - KDnuggets

This article unveils what GRPO is and explains how it works in the context of LLMs, using a simpler and understandable narrative.

KDnuggets

05.06.2025

Unlocking Your Data to AI Platform: Generative AI for Multimodal Analytics - KDnuggets

The direct integration of AI-powered SQL operators and support for references to arbitrary files in object stores with mechanisms like ObjectRef represent a fundamental shift in how we interact with data.

KDnuggets

05.06.2025

10 Generative AI Key Concepts Explained - KDnuggets

In this article we explore 10 generative AI concepts that are key to understanding, whether you are an engineer, user, or consumer of generative AI.

KDnuggets

05.06.2025

Mixedbread Cloud: A Unified API for RAG Pipelines - KDnuggets

Explore this unified API for file uploading, document parsing, embedding models, vector store, and a retrieval pipeline.

home›KDnuggets›Software

KDnuggets - Software

Make Sense of a 10K+ Line GitHub Repos Without Reading the Code - KDnuggets

Build a Data Cleaning & Validation Pipeline in Under 50 Lines of Python - KDnuggets

Building AI Agents with llama.cpp - KDnuggets

MLFlow Mastery: A Complete Guide to Experiment Tracking and Model Management - KDnuggets

5 Things You Need to Know About Agentic AI - KDnuggets

How to Learn Programming for Data Science: A Roadmap for Beginners - KDnuggets

Data Science, No Degree - KDnuggets

Top 5 Frameworks for Distributed Machine Learning - KDnuggets

10 GitHub Repositories to Master Web Development in 2025 - KDnuggets

Go vs. Python for Modern Data Workflows: Need Help Deciding? - KDnuggets

Forget Streamlit: Create an Interactive Data Science Dashboard in Excel in Minutes - KDnuggets

The 7 Most Useful Jupyter Notebook Extensions for Data Scientists - KDnuggets

Getting Started with Cassandra: Installation and Setup Guide - KDnuggets

A Practical Guide to Multimodal Data Analytics - KDnuggets

NotebookLM + Deep Research: The Ultimate Learning Hack - KDnuggets

Deploying the Magistral vLLM Server on Modal - KDnuggets

Agentic AI: A Self-Study Roadmap - KDnuggets

Polars for Pandas Users: A Blazing Fast DataFrame Alternative - KDnuggets

10 Large Language Model Key Concepts Explained - KDnuggets

Automatically Build AI Workflows with Magical AI - KDnuggets

Automating GitHub Workflows with Claude 4 - KDnuggets

AI Agents in Analytics Workflows: Too Early or Already Behind? - KDnuggets

How to Learn Math for Data Science: A Roadmap for Beginners - KDnuggets

Building a Custom PDF Parser with PyPDF and LangChain - KDnuggets

Why You Need RAG to Stay Relevant as a Data Scientist - KDnuggets

Stop Writing Messy Python: A Clean Code Crash Course - KDnuggets

Top 7 MCP Clients for AI Tooling - KDnuggets

Bridging the Gap: New Datasets Push Recommender Research Toward Real-World Scale - KDnuggets

Integrating DuckDB & Python: An Analytics Guide - KDnuggets

Selling Your Side Project? 10 Marketplaces Data Scientists Need to Know - KDnuggets

7 Python Errors That Are Actually Features - KDnuggets

7 Cool Python Projects to Automate the Boring Stuff - KDnuggets

Run the Full DeepSeek-R1-0528 Model Locally - KDnuggets

5 Error Handling Patterns in Python (Beyond Try-Except) - KDnuggets

10 Awesome OCR Models for 2025 - KDnuggets

Top 5 Alternative Data Career Paths and How to Learn Them for Free - KDnuggets

WTF is GRPO?!? - KDnuggets

Unlocking Your Data to AI Platform: Generative AI for Multimodal Analytics - KDnuggets

10 Generative AI Key Concepts Explained - KDnuggets

Mixedbread Cloud: A Unified API for RAG Pipelines - KDnuggets

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