Erich H.

113 posts

How JSON Schema works for Structured Outputs and Tool Integration

Large language models (LLMs) are increasingly interacting with external tools and generating structured outputs. This shift requires a robust method for defining and validating the data exchanged between the LLM, the tool, and the user. JSON Schema provides a standardized way to describe and enforce the structure of data passed

How to become a Prompt Engineer: Full Guide

The rapid evolution of artificial intelligence (AI) has brought forth a new and exciting field: prompt engineering. As large language models (LLMs) become increasingly sophisticated, the ability to effectively communicate with them is paramount. This article provides a comprehensive overview of prompt engineering, covering what it is, why it'

AI Prompts for Summarizing Long Reports Quickly [TEMPLATES]

Table of contents: * How to Use Claude to Summarize Reports * How to Use ChatGPT to Summarize Reports * How to Use Gemini to Summarize Reports * Prompt Templates for Summarizing Reports * Types of Reports and Summarization Approaches Using AI Summarizing long reports takes a lot of time and energy. Luckily, artificial intelligence

Assistant vs Tool / Function Prompt: A Comprehensive Guide

Table of contents: * What is an Assistant Prompt? * What is a Tool / Function Prompt? * Assistant Prompt vs. Tool / Function Prompt: Key Differences In artificial intelligence (AI), the ability to communicate clearly with applications is important to fully leverage an LLM's capabilities. Prompt engineering is an important skill that

Top 5 ChatGPT Use Cases for Professionals

ChatGPT, developed by OpenAI, has changed how we work with its ability to generate human-like text. Beyond the hype, ChatGPT offers many practical applications for professionals. We've researched and broken down the top 5 compelling use cases that demonstrate how ChatGPT can increase productivity, enhance creativity, and streamline

System Prompt vs User Prompt: A Comprehensive Guide for AI Prompts

Table of contents: * What is a System Prompt? * What is a User Prompt? * Examples of System and User Prompts * System and User Prompt Best Practices * System Prompts in Applications In artificial intelligence (AI), the ability to communicate clearly with applications is important to fully leverage an LLM's capabilities.

Using Multi-Agent Frameworks for Enhanced Data Evaluation

Evaluating complex datasets—whether textual, numerical, or multimodal—is a challenge in data science. Many evaluation metrics and human-annotation methods struggle to capture subtle quality issues, contextual relationships, or emerging patterns within large-scale and heterogeneous data. As a result, organizations often rely on time-consuming manual checks or oversimplified metrics that

Open Source LLM Comparison: Mistral vs Llama 3

Mistral and Meta have both staked their claims to open-source AI development, each pushing the boundaries of accessibility, scalability, and performance in large language models. The latest models in their respective lineups, Mistral Large 2 and Llama 3.1, are prime examples of this ambition, offering great alternatives to closed-source

Meta Model Analysis: Llama 3 vs 3.1

Meta has consistently pushed the envelope in open-source AI development, with a focus on making powerful LLMs more accessible, scalable, and efficient. The Llama series is Meta's frontier LLM that offers an open alternative to proprietary models. With the introduction of Llama 3.1, Meta has built on

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