Cloudflare's AI Platform: an inference layer designed for agents
5 hours ago
- #Unified Inference
- #Cloudflare
- #AI Gateway
- AI models change rapidly, necessitating flexibility in model selection without being tied to a single provider.
- Real-world AI applications often require multiple models for different tasks, such as classification, planning, and execution.
- Cloudflare introduces a unified inference layer with AI Gateway, allowing access to 70+ models from 12+ providers via one API.
- The solution includes centralized cost monitoring, automatic retries, and low latency by leveraging Cloudflare's global network.
- Workers AI supports calling third-party models with a simple code change, and REST API support is coming soon.
- Users can bring their own models using Replicate's Cog technology, with future features like GPU snapshotting for faster cold starts.
- AI Gateway provides reliability through automatic failover to other providers if one goes down, and buffers streaming responses for resilience.
- The integration with Replicate brings their models to AI Gateway and replatforms hosted models on Cloudflare infrastructure.
- Agents built with AI Gateway benefit from low latency and reliable inference, crucial for maintaining user experience in agentic workflows.