AI/ML Techniques

Agentic AI Security: Defending Against Prompt Injection and Tool Misuse

In this article, you will learn what prompt injection and tool misuse are in the context of agentic AI systems,…

3 hours ago

Run a Local AI Model with Ollama in 15 Minutes

In this article, you will learn how to get a small language model running locally on your own machine in…

1 day ago

Scikit-Ollama for Scikit-LLM/Ollama Integration

In this article, you will learn how scikit-ollama bridges the scikit-learn interface with locally running Ollama models to perform zero-shot…

2 days ago

LLM Evaluation Frameworks Compared: How to Actually Measure What Your Model Does

In this article, you will learn how to evaluate LLM applications using the three dominant open-source frameworks — RAGAS, DeepEval,…

3 days ago

Building AI Agents? Here Are Some Anti-Patterns to Avoid.

Agent systems change constantly in production.

4 days ago

Choosing the Right AI Agent Memory Strategy: A Decision-Tree Approach

In this article, you will learn how to choose the right memory strategy for an AI agent by working through…

1 week ago

LLM Orchestration Frameworks Compared: LangChain vs. LlamaIndex vs. Raw API Calls

The default assumption in most LLM developer communities is that you start with raw API calls and graduate to a…

1 week ago

Intelligence is Free, Now What? Data Systems for, of, and by Agents

... government of the people, by the people, for the people ...     — Abraham Lincoln, Gettysburg Address (1863) The cost…

1 week ago

The Complete Guide to Tool Selection in AI Agents

You build an agent with five tools.

2 weeks ago