llmops-operations

What problem does it solve?

This Skill streamlines the entire lifecycle of LLM applications, from initial design and prompt engineering to deployment, evaluation, and cost optimization.

Core Features & Use Cases

• Prompt Management: Version control and optimize prompts for better performance.
• RAG Implementation: Build and manage Retrieval-Augmented Generation systems.
• Evaluation Pipelines: Set up automated testing and performance monitoring.
• Cost Optimization: Monitor and reduce token usage in LLM applications.
• Use Case: Deploying a new customer support chatbot? Use this Skill to design effective prompts, integrate a knowledge base via RAG, set up an evaluation pipeline to ensure accuracy, and monitor its operational costs.

Quick Start

Use the llmops-operations skill to build a basic RAG system by providing your documents and a query.