Local Agentic AI Workflows with Hermes + Ollama
In this article, you will learn how to build a fully local, zero-cost agentic AI workflow using Hermes Agent and Ollama, so that your files,...
Machine Learning Mastery11 min read
Artificial intelligence
4 stories
Tool Calling vs. Code Execution for AI Agents: Choosing the Right Action Primitive
Theory is easier to trust once it's running against a real API, so both examples in this article use the same tool — a get_weather function backed by
Machine Learning Mastery14 min read
Agent or Workflow? A Practical Test for Knowing When You Actually Need an AI Agent
In this article, you will learn the key differences between AI workflows and agents, and how to decide which approach is right for your use...
Machine Learning Mastery5 min read
The Roadmap to Mastering LLM Inference Optimization
In this article, you will learn how LLM inference optimization works and which techniques to apply to make language models faster, cheaper, and more reliable...
Machine Learning Mastery11 min read
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