ai-llm-patterns

What problem does it solve?

This Skill provides a comprehensive guide to integrating AI and Large Language Models (LLMs) into applications, covering essential patterns for efficient and effective development.

Core Features & Use Cases

• RAG Architecture: Understand and implement Retrieval-Augmented Generation pipelines.
• Tool Use & Function Calling: Learn how to enable LLMs to interact with external tools.
• Model Selection & Cost Management: Guidance on choosing the right LLM model and managing token costs.
• Use Case: You are building a new feature that requires users to ask questions about a large document set. Use this Skill to learn how to implement a RAG pipeline that retrieves relevant information and uses an LLM to generate an answer.

Quick Start

Use the ai-llm-patterns skill to learn about RAG architecture and embedding strategies.