Which AI models are supported by this skill?

The skill covers a wide range of models available on Cloudflare, including Llama 3.3/3.2/3.1, Mistral Small, Stable Diffusion XL, Whisper Large, and various BGE embedding models.

How do I configure my Cloudflare project using this skill?

The skill provides specific wrangler.toml snippets for binding AI and Vectorize resources, along with the necessary TypeScript interfaces and fetch handlers.

Can I use this for non-Worker applications?

Yes, while focused on Workers, the skill also includes documentation for accessing Cloudflare AI services via REST API from external environments.

Does this skill provide guidance on RAG implementation?

Yes, it provides a complete pattern for Retrieval-Augmented Generation (RAG) by combining Workers AI for embeddings/generation and Vectorize for vector storage and search.

Cloudflare Workers AI Guide

Name: Cloudflare Workers AI Guide
Author: biwakonbu

bybiwakonbu

클라우드 인프라

Streamlines building and deploying serverless AI applications on Cloudflare's edge network using Workers AI, Vectorize, and AI Gateway.

소개

This skill provides a comprehensive guide for integrating Cloudflare Workers AI into your serverless workflows, offering detailed implementation patterns for Large Language Models (LLMs), image generation, speech recognition, and embeddings. It covers critical edge-computing components including Vectorize for building efficient RAG (Retrieval-Augmented Generation) architectures and AI Gateway for centralized management of AI requests. Whether you are implementing Llama 3 models, Stable Diffusion, or Whisper, this skill provides the necessary Wrangler configurations and TypeScript examples to deploy production-ready AI services at the edge.

주요 기능

Detailed guide for RAG architectures using Cloudflare Vectorize
Comprehensive implementation patterns for Workers AI LLM, Image, and Audio models
Unified AI management and observability through Cloudflare AI Gateway
Production-ready Wrangler configuration templates and TypeScript examples
Support for leading models including Llama 3.x, Mistral, and Stable Diffusion
0 GitHub stars

사용 사례

Implementing centralized AI governance with logging and caching across multiple providers
Building high-performance, serverless RAG applications with edge-based vector search
Generating AI-powered images and processing speech-to-text directly within Worker scripts

소개

주요 기능

Detailed guide for RAG architectures using Cloudflare Vectorize
Comprehensive implementation patterns for Workers AI LLM, Image, and Audio models
Unified AI management and observability through Cloudflare AI Gateway
Production-ready Wrangler configuration templates and TypeScript examples
Support for leading models including Llama 3.x, Mistral, and Stable Diffusion
0 GitHub stars

사용 사례

Implementing centralized AI governance with logging and caching across multiple providers
Building high-performance, serverless RAG applications with edge-based vector search
Generating AI-powered images and processing speech-to-text directly within Worker scripts