Replace LLM article with concise introduction

[paytonison]

Deleted 'how_to_work_with_large_language_models.md' and added 'llms 101.md' with a shorter, more focused overview of large language models. The new article provides a high-level introduction to LLMs, their capabilities, and basic concepts for users.

Summary

This pull request removes the detailed introductory guide to large language models from articles/how_to_work_with_large_language_models.md and replaces it with a new, more concise overview in articles/llms 101.md. The new article provides a streamlined explanation of LLMs, focusing on their core concepts and practical usage, while omitting the previous in-depth prompt engineering examples and advice.

Documentation updates:

• Replaced the comprehensive guide in articles/how_to_work_with_large_language_models.md with a new, shorter introduction in articles/llms 101.md, focusing on what LLMs are, how they work, and what they can do, with less emphasis on prompt styles and practical examples. [1] [2]

Motivation

The Cookbook introduction was over a year old and felt like it was thrown together as an afterthought by someone who’s been in the game for a long time, offering no practical advice for how LLMs work before dropping a first-time user into the lion’s den.

Furthermore, it’s a more friendly tone, rather than the condescending camp counselor vibes of the old version.

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[Copilot]

Pull Request Overview

This PR replaces a comprehensive LLM guide with a more accessible introduction to large language models. The change removes detailed prompt engineering examples and technical depth in favor of a concise, beginner-friendly overview.

• Deleted the existing detailed guide (how_to_work_with_large_language_models.md) containing extensive prompt engineering strategies and examples
• Added a new streamlined introduction (llms 101.md) focusing on basic concepts and high-level understanding
• Simplified the tone and approach to be more welcoming for newcomers to LLMs

Reviewed Changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 1 comment.

File	Description
articles/how_to_work_with_large_language_models.md	Complete removal of the existing comprehensive LLM guide
articles/llms 101.md	New concise introduction covering LLM basics, capabilities, and core concepts

Comments suppressed due to low confidence (1)

articles/llms 101.md:7

• This statement is factually incorrect. ChatGPT is built on GPT-3.5 and GPT-4, not GPT-3. GPT-3 was the base model that came before ChatGPT was released.

OpenAI’s ChatGPT, built on GPT-3, brought this architecture into the spotlight and kicked off today’s wave of AI applications.

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[Copilot]

The title contains grammatically incorrect phrasing. 'What Even Is It?' should be 'What Are They?' or 'What Is an LLM?' for proper grammar and clarity.

Suggested change

	# LLMs 101: What Even Is It?
	# LLMs 101: What Are They?

[paytonison]

Stylistic to make it more friendly.