Solution Blueprints Overview#
Solution Blueprints are reference applications built with AIMs. Solution Blueprints offer an easy way to explore AIMs in the context of a complete microservice solution, such as document summarization, RAG chatbots, AI coding assistants, and agentic workflows. For developers, Solution Blueprints act as starting points and example implementations, making it fast and easy to solve real-world needs with ROCm software.
The industry standard orchestration system for microservices such as AIMs is Kubernetes. Solution Blueprints are packaged as helm charts, a templating software for Kubernetes manifests. Solution Blueprint charts are ready to deploy out-of-the-box to an AMD Enterprise AI Platform cluster, while Helm templating allows them to be customized for specific needs.
AI models are powerful tools, but they are rarely useful on their own. They need an interface to real-world, an integration into a solution. Yet building applications with AI models at their core is not trivial. Solution Blueprints come with documentation and architecture diagrams that make it clear how the pieces fit together.
Catalog#
The Solution Blueprint catalog ranges from simple demos and basic interfaces to fully-fledged agentic platforms and development environments. The catalog is constantly expanded to showcase the cutting edge innovations and to cover the established AI use cases.
Blueprint |
Description |
AIMs |
Resources |
|---|---|---|---|
Deploys a decoupled RAG application: an MCP Knowledge Server and an Agentic… |
GPT OSS 20B, Embedding, ChromaDB |
2 GPU, 13 CPU, 272Gi RAM |
|
AI-powered UI testing framework that uses an LLM agent for browser… |
GPT OSS 120B |
1 GPU, 8 CPU, 72Gi RAM |
|
This blueprint demonstrates agentic translation using AIMs, where multiple… |
Llama 3.3 70B |
1 GPU, 5 CPU, 68Gi RAM |
|
A no-code visual interface for building agentic AI workflows. Design, test,… |
Llama 3.3 70B |
1 GPU, 6 CPU, 68Gi RAM |
|
This agentic code documentation assistant for software development analyzes… |
Llama 3.3 70B |
1 GPU, 4 CPU, 64Gi RAM |
|
An AI pair programmer that integrates into your code editor in the browser… |
Qwen 3 32B, Qwen 2 5 Coder 7B |
2 GPU, 8 CPU, 192Gi RAM |
|
AI-powered document summarization service with multimodal support. In… |
Llama 3.3 70B, Whisper |
1 GPU, 4 CPU, 64Gi RAM |
|
A financial analysis tool that combines real-time stock data, technical… |
Llama 70B |
1 GPU, 5 CPU, 68Gi RAM |
|
Get a feel for your LLM in a safe sandbox. Explore prompting techniques,… |
Llama 3.1 8B |
1 GPU, 5 CPU, 68Gi RAM |
|
Intelligent LLM routing system that automatically classifies prompts and… |
Llama 3.1 8B, Llama 3.3 70B |
1 GPU, 4 CPU, 64Gi RAM |
|
AI-powered MRI analysis tool with Gradio UI and LLM reporting. |
GPT OSS 20B |
1 GPU, 4 CPU, 68Gi RAM |
|
An end-to-end solution for converting PDF documents into podcast-style audio… |
Llama 3.3 70B |
1 GPU, 12 CPU, 88Gi RAM |
|
This is a multi-agent system built on top of AutoGen agents designed to… |
Llama 3.3 70B |
1 GPU, 5 CPU, 68Gi RAM |
|
Automated technical report generation using a multi-stage LLM workflow with… |
Llama 3.3 70B |
1 GPU, 5 CPU, 68Gi RAM |
|
A Retrieval-Augmented Generation (RAG) application that lets you chat with… |
Llama 3.3 70B, Embedding, ChromaDB |
2 GPU, 11 CPU, 268Gi RAM |
Source Code#
Since Solution Blueprints are intended for developer reference, it can be useful to browse the source files. All AMD-built Solution Blueprint helm charts can be found in a public Git repository here.
Additionally, the helm charts can be pulled from the registry to browse their source files. See instructions here.