faion-llm-integration

What problem does it solve?

This Skill streamlines the process of integrating with and effectively utilizing Large Language Models (LLMs), overcoming the complexities of API management and prompt engineering.

Core Features & Use Cases

• LLM API Integration: Connects seamlessly with OpenAI, Claude, Gemini, and local LLMs (Ollama).
• Prompt Engineering: Provides techniques for crafting effective prompts, including Chain-of-Thought and few-shot learning.
• Function Calling & Tool Use: Enables LLMs to interact with external tools and APIs for deterministic tasks.
• Structured Output: Ensures LLM responses are in predictable formats like JSON.
• Use Case: Develop a chatbot that can answer user questions by first searching a knowledge base (RAG), then calling a weather API to provide real-time information, and finally formatting the response as a JSON object.

Quick Start

Use the faion llm integration skill to connect to the OpenAI API using your API key.