Workers AI

关于

Empower your Cloudflare Workers with serverless AI capabilities through comprehensive implementation guidance and best practices. This skill helps developers navigate the full spectrum of Workers AI, from selecting the right text-generation or embedding models to architecting complex RAG systems with reranking. It covers essential patterns for streaming responses, batch processing, and optimizing costs through AI Gateway integration, ensuring high-performance, low-latency AI inference at the edge.

主要功能

• Selection guidance for text generation, embedding, vision, and speech models
• Configuration and best practices for AI Gateway integration and caching
• Architectural blueprints for RAG (Retrieval Augmented Generation) systems
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• Implementation patterns for streaming AI responses and batch embedding generation
• Performance optimization strategies for minimizing latency and inference costs

使用场景

• Building a conversational AI chatbot with persistent history on Cloudflare Workers
• Implementing semantic search and document analysis using vector embeddings
• Extracting structured JSON data from unstructured text using Llama or Mistral models