tech/cloudflare/ai/workers-ai

What problem does it solve?

This Skill solves the challenge of running LLM inference at the edge with zero cold starts, and provides a variety of AI capabilities like classification, embeddings, and streaming responses, directly within Cloudflare's network.

Core Features & Use Cases

• Edge Inference: Offers edge inference for LLMs and AI models with no cold starts.
• Classify Intent and Route Requests: Quickly classify user requests and route them efficiently.
• Generate Embeddings: Create embeddings for vector search and semantic similarity.
• Stream AI Responses: Stream AI responses directly to clients via Server-Sent Events (SSE).
• Enforce JSON Output: Ensures JSON output via schema validation for consistency.
• Use Case: Imagine a website that requires quick and accurate intent classification for routing queries to appropriate services, this skill can handle it with low latency.

Quick Start

Use the tech/cloudflare/ai/workers-ai skill to classify and route an incoming HTTP request to the appropriate service based on its intent.