# guidance-for-scalable-model-inference-and-agentic-ai-on-amazon-eks

> guidance-for-scalable-model-inference-and-agentic-ai-on-amazon-eks — aws-solutions-library-samples-guidance-for-scalable-model-inference-and-agentic-ai-on-amazon-eks. Use this tool when you need to deploy scalable machine learning (ML) inference architectures with agentic AI capabilities on Amazon EKS, leveraging cost-effective CPU-based inference and accelerated GPU instances. It solves problems related to large language model (LLM) deployment, such as RAG and MCP, by providing a comprehensive end-to-end platform. This tool takes in ML models and deployment configurations as inputs and outputs a fully functional, scalable inference architecture.

Canonical page: https://skillsregistry.net/skills/aws-solutions-library-samples-guidance-for-scalable-model-inference-and-agentic-ai-on-amazon-eks  
JSON: https://api.skillsregistry.net/v1/skills/aws-solutions-library-samples-guidance-for-scalable-model-inference-and-agentic-ai-on-amazon-eks

## Description

Comprehensive, scalable ML inference architecture using Amazon EKS, leveraging Graviton processors for cost-effective CPU-based inference and GPU instances for accelerated inference. Guidance provides a complete end-to-end platform for deploying LLMs with agentic AI capabilities, including RAG and MCP

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-20

## Source

- **Source listing:** [GitHub](https://github.com/aws-solutions-library-samples/guidance-for-scalable-model-inference-and-agentic-ai-on-amazon-eks)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "aws-solutions-library-samples-guidance-for-scalable-model-inference-and-agentic-ai-on-amazon-eks"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aws-solutions-library-samples-guidance-for-scalable-model-inference-and-agentic-ai-on-amazon-eks` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aws-solutions-library-samples-guidance-for-scalable-model-inference-and-agentic-ai-on-amazon-eks/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt