Cloudflare Workers AI

About

This skill empowers developers to integrate state-of-the-art LLMs, image generation, and embedding models directly into Cloudflare Workers with production-ready patterns. It provides comprehensive support for the 2025 updates, including Llama 4 and Gemma 3 integration, while proactively resolving seven documented pitfalls such as token-based context window errors, NSFW filter false positives in Flux, and Zod v4 compatibility issues. By implementing best practices like streaming and AI Gateway integration, this skill ensures your edge AI applications are fast, cost-effective, and resilient to breaking platform changes.

Key Features

• Automated prevention of common errors like AI_ERROR 1000 and NSFW filter false positives.
• Streaming text generation patterns to avoid memory buffering and Worker timeouts.
• Optimized BGE embedding implementation with 2025-compliant pooling parameters.
• 0 GitHub stars
• Integrated AI Gateway configurations for request logging, caching, and usage monitoring.
• Support for 2025 models including Llama 4, Gemma 3 (128K context), and Mistral 3.1.

Use Cases

• Building serverless RAG applications using high-speed BGE embeddings and Gemma 3.
• Migrating legacy Workers AI implementations to handle 2025 token-based context window changes.
• Generating photorealistic edge-based images using Flux Schnell with validated parameters.