Solution Blueprint Catalog

Solution Blueprint 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.

Solution Blueprints are designed to run on AMD Instinct, Radeon, and EPYC. Browse the catalog below to find blueprints for your use case.

ROCm version

Solution Blueprints are tested with ROCm 7.2.3.

Blueprint

Description

AIMs

Resources

Agentic RAG (MCP)

Decoupled RAG blueprint with an MCP Knowledge Server and an agentic UI client.

GPT OSS 20B, Embedding

2 GPU, 13 CPU, 272Gi RAM

Agentic Testing

AI-powered UI testing with an LLM agent that interprets specs, automates browser tests, and generates CI-ready test code.

GPT OSS 120B

1 GPU, 8 CPU, 72Gi RAM

Agentic Translation

Multi-agent translation workflow where LLM agents critique and refine outputs to improve translation quality.

Llama 3.3 70B

1 GPU, 5 CPU, 68Gi RAM

AutoGen Studio Agentic Platform

No-code visual platform to design, test, and deploy agentic AI workflows with language models and tools.

Llama 3.3 70B

1 GPU, 6 CPU, 68Gi RAM

Code Docs Builder

Agentic documentation assistant that analyzes repositories and generates structured software architecture and component docs.

Llama 3.3 70B

1 GPU, 4 CPU, 64Gi RAM

Continue.dev Coding Assistant

Browser-based AI pair programmer with a local LLM for code completion, fixes, and interactive coding support.

Qwen 3 32B, Qwen 2 5 Coder 7B

3 GPU, 12 CPU, 256Gi RAM

Document Summarization

Multimodal summarization service for text, PDF, DOCX, audio, and video content.

Llama 3.3 70B, Whisper

1 GPU, 5 CPU, 65Gi RAM

FinTech Onboarding

KYC onboarding workflow for fintech customer verification.

Mistral Small 3 2 24B 2506

2 GPU, 4 CPU, 64Gi RAM

Financial Stock Intelligence

Financial analysis assistant combining stock data, technical indicators, and LLM reasoning for market insights.

Llama 3.3 70B

1 GPU, 5 CPU, 68Gi RAM

LLM Chat Sandbox

Sandbox chat interface to test prompts, evaluate outputs, and understand LLM behavior before production use.

Llama 3.1 8B

1 GPU, 5 CPU, 68Gi RAM

LLM Router

Prompt router that classifies requests and sends them to the best LLM endpoint using configurable routing rules.

Llama 3.1 8B, Llama 3.3 70B, Embedding

1 GPU, 4 CPU, 192Gi RAM

Med Assist Voice Consultation

LiveKit-based voice consultation app with agent backend, web UI, and LLM support for medical assistance.

Llama 3.3 70B, Qwen ASR

2 GPU, 16 CPU, 132Gi RAM

MRI Analysis Tool

MRI analysis tool with a Gradio interface and LLM-generated reports.

GPT OSS 20B

1 GPU, 5 CPU, 68Gi RAM

PDF to Podcast

End-to-end pipeline that turns PDF documents into podcast-style audio using agentic orchestration, LLMs, and TTS.

Llama 3.3 70B, Qwen TTS

2 GPU, 16 CPU, 104Gi RAM

Preventative Healthcare Application

Multi-agent preventive healthcare outreach system that identifies screening candidates and drafts personalized emails.

Llama 3.3 70B

1 GPU, 5 CPU, 68Gi RAM

Report Generation Engine

Multi-stage LLM engine that performs web research and produces structured, citation-backed technical reports.

Llama 3.3 70B

1 GPU, 2 CPU, 68Gi RAM

Talk to Your Documents

RAG application for chatting with documents using ChromaDB retrieval and LLM-based answers.

Llama 3.3 70B, Embedding

2 GPU, 11 CPU, 268Gi RAM

Telecom Assistant

Real-time telecom voice assistant for customer support, account actions, and ticketing workflows.

GPT OSS 120B, Mistral Small 3 2 24B 2506, Embedding, Qwen ASR, Qwen TTS

5 GPU, 34 CPU, 421Gi RAM

Blueprint

Description

AIMs

Resources

Agentic RAG (MCP)

Decoupled RAG blueprint with an MCP Knowledge Server and an agentic UI client.

Qwen 3 Vl 8B, Embedding

Radeon

Agentic Testing

AI-powered UI testing with an LLM agent that interprets specs, automates browser tests, and generates CI-ready test code.

Qwen 3 Vl 8B

Radeon

Agentic Translation

Multi-agent translation workflow where LLM agents critique and refine outputs to improve translation quality.

Qwen 3 Vl 8B

Radeon

AutoGen Studio Agentic Platform

No-code visual platform to design, test, and deploy agentic AI workflows with language models and tools.

Qwen 3 Vl 8B

Radeon

Document Summarization

Multimodal summarization service for text, PDF, DOCX, audio, and video content.

Qwen 3 Vl 8B, Whisper

Radeon

FinTech Onboarding

KYC onboarding workflow for fintech customer verification.

Qwen 3 Vl 8B

Radeon

Financial Stock Intelligence

Financial analysis assistant combining stock data, technical indicators, and LLM reasoning for market insights.

Qwen 3 Vl 8B

Radeon

LLM Chat Sandbox

Sandbox chat interface to test prompts, evaluate outputs, and understand LLM behavior before production use.

Qwen 3 Vl 8B

Radeon

LLM Router

Prompt router that classifies requests and sends them to the best LLM endpoint using configurable routing rules.

Llama 3.1 8B, Qwen 3 Vl 8B, Embedding

Radeon

Med Assist Voice Consultation

LiveKit-based voice consultation app with agent backend, web UI, and LLM support for medical assistance.

Qwen 3 Vl 8B, Qwen ASR

Radeon

MRI Analysis Tool

MRI analysis tool with a Gradio interface and LLM-generated reports.

Qwen 3 Vl 8B

Radeon

PDF to Podcast

End-to-end pipeline that turns PDF documents into podcast-style audio using agentic orchestration, LLMs, and TTS.

Qwen 3 Vl 8B, Qwen TTS

Radeon

Preventative Healthcare Application

Multi-agent preventive healthcare outreach system that identifies screening candidates and drafts personalized emails.

Qwen 3 Vl 8B

Radeon

Report Generation Engine

Multi-stage LLM engine that performs web research and produces structured, citation-backed technical reports.

Qwen 3 Vl 8B

Radeon

Talk to Your Documents

RAG application for chatting with documents using ChromaDB retrieval and LLM-based answers.

Qwen 3 Vl 8B, Embedding

Radeon

Blueprint

Description

AIMs

Resources

Code Docs Builder

Agentic documentation assistant that analyzes repositories and generates structured software architecture and component docs.

Llama 3.1 8B

EPYC

Document Summarization

Multimodal summarization service for text, PDF, DOCX, audio, and video content.

Llama 3.1 8B, Whisper

EPYC

Financial Stock Intelligence

Financial analysis assistant combining stock data, technical indicators, and LLM reasoning for market insights.

Llama 3.1 8B

EPYC

LLM Chat Sandbox

Sandbox chat interface to test prompts, evaluate outputs, and understand LLM behavior before production use.

Llama 3.1 8B

EPYC

Report Generation Engine

Multi-stage LLM engine that performs web research and produces structured, citation-backed technical reports.

Llama 3.1 8B

EPYC

Talk to Your Documents

RAG application for chatting with documents using ChromaDB retrieval and LLM-based answers.

Llama 3.1 8B, Embedding

EPYC