AWS Launches Self-Service LLM Gateway
The story so far
Amazon released a self-service LLM gateway using Amazon Bedrock and LiteLLM, allowing developers to quickly access base models through application inference profiles, achieving single API access, user-level cost control, and model performance observability. Subsequently, Amazon used NVIDIA NeMo Switchyard on Amazon Bedrock to route model requests for coding agents such as Claude Code and OpenAI Codex CLI, with developers paying per task rather than per single call.
AI-written from the reports · Updated 19 hours ago
Coverage timeline
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- AWS Machine Learning BlogUsing NVIDIA NeMo Switchyard on Amazon Bedrock to Route Model Requests for Coding Agents like Claude Code and OpenAI Codex CLI
Developers using coding agents like Claude Code and OpenAI Codex CLI need to be billed per task rather than per single call, so model routing should be based on the cost per task. NVIDIA NeMo Switchyard is an open-source library that helps AI agents select models to process each request, supporting Stage and Random routing strategies.
- AWS Machine Learning BlogBuild an LLM gateway using Amazon Bedrock and LiteLLM
Developers can quickly access base models through Amazon Bedrock application inference profiles and LiteLLM, achieving single API access, user-level cost control, and model performance observability.
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