# Blueprints

Get started with workflows and code samples to build AI applications from the ground up

- [AI Agent for Telecom Network Configuration Planning](/qc69jvmznzxy/telco-network-configuration.md) — Automate and optimize the configuration of radio access network (RAN) parameters using agentic AI and a large language model (LLM)-driven framework.
- [AI Model Distillation for Financial Data](/qc69jvmznzxy/ai-model-distillation-for-financial-data.md) — Distill and deploy domain-specific AI models from unstructured financial data to generate market signals efficiently—scaling your workflow with the NVIDIA Data Flywheel Blueprint for high-performance, cost-efficient experimentation.
- [AI Observability for Data Flywheel](/qc69jvmznzxy/ai-observability-for-data-flywheel.md) — Streamline evaluation, monitoring, and optimization of AI data flywheel with Weights & Biases.
- [AI Orchestration for Data Flywheel](/qc69jvmznzxy/ai-orchestration-for-data-flywheel.md) — Orchestrate AI agents for data flywheel with MLRun and NVIDIA NeMo microservices.
- [AI Weather Analytics with Earth-2](/qc69jvmznzxy/earth2-weather-analytics.md) — Develop AI powered weather analysis and forecasting application visualizing multi-layered geospatial data.
- [Ambient Healthcare Agents](/qc69jvmznzxy/ambient-healthcare-agents.md) — Build advanced AI agents for providers and patients using this developer example powered by NeMo Microservices, NVIDIA Nemotron, Riva ASR and TTS, and NVIDIA LLM NIM
- [Build a Digital Twin for Interactive Fluid Simulation](/qc69jvmznzxy/digital-twins-for-fluid-simulation.md) — This NVIDIA Omniverse™ Blueprint demonstrates how commercial software vendors can create interactive digital twins.
- [Build A Generative Protein Binder Design Pipeline](/qc69jvmznzxy/protein-binder-design-for-drug-discovery.md) — This blueprint shows how generative AI and accelerated NIM microservices can design protein binders smarter and faster.
- [Build A Generative Virtual Screening Pipeline](/qc69jvmznzxy/generative-virtual-screening-for-drug-discovery.md) — This blueprint shows how generative AI and accelerated NIM microservices can design optimized small molecules smarter and faster.
- [Build a Video Search and Summarization (VSS) Agent](/qc69jvmznzxy/video-search-and-summarization.md) — Ingest massive volumes of live or archived videos and extract insights for summarization and interactive Q&A
- [Build an Enterprise RAG Pipeline Blueprint](/qc69jvmznzxy/build-an-enterprise-rag-pipeline.md) — Power fast, accurate semantic search across multimodal enterprise data with NVIDIA’s RAG Blueprint—built on NeMo Retriever and Nemotron models—to connect your agents to trusted, authoritative sources of knowledge.
- [Build Your Own Transaction Foundation Model](/qc69jvmznzxy/build-your-own-transaction-foundation-model.md) — Create intelligent embeddings by using transformer architecture on tabular data.
- [Code Documentation for Software Development](/qc69jvmznzxy/code-documentation-for-software-development.md) — Document your github repositories with AI Agents using CrewAI and Llama3.3 70B NIM.
- [Content Localization](/qc69jvmznzxy/content-localization.md) — Localize and translate media and sync multiple speaker’s lips to translated audio.
- [Cosmos Dataset Search](/qc69jvmznzxy/cosmos-dataset-search.md) — Accelerate post-training of end-to-end autonomous vehicle stacks with vector search and retrieval for large video datasets.
- [Cyborg Enterprise RAG](/qc69jvmznzxy/cyborg-enterprise-rag.md) — Securely extract, embed, and index multimodal data with encryption in-use for fast, accurate semantic search.
- [Evo 2 Protein Design](/qc69jvmznzxy/evo2-protein-design.md) — This workflow shows how generative AI can generate DNA sequences that can be translated into proteins for bioengineering.
- [Financial Fraud Detection](/qc69jvmznzxy/financial-fraud-detection.md) — Detect and prevent sophisticated fraudulent activities for financial services with high accuracy.
- [Flood Intelligence](/qc69jvmznzxy/flood-intelligence.md) — H2O.ai Flood Intelligence provides real-time, scalable intelligence for AI-powered disaster management.
- [Genomic Analysis](/qc69jvmznzxy/genomics-analysis.md) — Easily run essential genomics workflows to save time leveraging Parabricks and CodonFM.
- [Intent-Driven RAN Energy Efficiency Blueprint](/qc69jvmznzxy/intent-driven-ran-energy-efficiency.md) — Build a closed-loop agentic workflow for energy optimization.
- [LLM Router](/qc69jvmznzxy/llm-router.md) — Route LLM requests to the best model for the task at hand.
- [Multi-Agent Intelligent Warehouse](/qc69jvmznzxy/multi-agent-intelligent-warehouse.md) — An AI-powered, multi-agent system designed to optimize warehouse operations through intelligent automation, real-time monitoring, and natural language interaction.
- [NemoClaw for Hermes Agent](/qc69jvmznzxy/nemoclaw-for-hermes-agent.md) — Deploy Hermes agents that learn from team workflows, create reusable skills, and get better with every interaction.
- [NemoClaw for OpenClaw](/qc69jvmznzxy/nemoclaw-for-openclaw.md) — Run always-on agents with greater control, privacy, and flexibility—installed with a single command.
- [Nemotron Voice Agent](/qc69jvmznzxy/nemotron-voice-agent.md) — Build Real-Time Voice Agents with NVIDIA Nemotron NIM.
- [Nsight Copilot - AI Code Assistant for CUDA Development](/qc69jvmznzxy/nsight-copilot.md) — Deploy an AI-powered coding assistant on DGX Spark that delivers expert CUDA-aware chat, real-time code completion, and retrieval-augmented generation grounded in authoritative GPU programming knowledge—powered by NVIDIA NIM microservices.
- [NVIDIA AI-Q Blueprint for intelligent agents](/qc69jvmznzxy/aiq.md) — AI agents that connect, retrieve, and reason on enterprise data—making information accessible, actionable, and intelligent.
- [NVIDIA Omniverse DSX Blueprint for AI Factory Digital Twins](/qc69jvmznzxy/omniverse-dsx-blueprint-for-ai-factories.md) — Design, simulate, and optimize AI factory infrastructure with digital twins.
- [PDF to Podcast](/qc69jvmznzxy/pdf-to-podcast.md) — Transform PDFs into AI podcasts for engaging on-the-go audio content.
- [Quantitative Portfolio Optimization](/qc69jvmznzxy/quantitative-portfolio-optimization.md) — Enable fast, scalable, and real-time portfolio optimization for financial institutions.
- [Quantitative Signal Discovery Agent](/qc69jvmznzxy/quantitative-signal-discovery-agent.md) — Automate and scale the discovery, testing, and refinement of trading signals for quantitative research.
- [Retail Agentic Commerce](/qc69jvmznzxy/retail-agentic-commerce.md) — Reference implementation of the Agentic Commerce Protocol (ACP) and Universal Commerce Protocol (UCP) enabling AI-powered checkout negotiation while maintaining merchant of record.
- [Retail Catalog Enrichment](/qc69jvmznzxy/retail-catalog-enrichment.md) — A GenAI system that enhances and localizes product catalogs with rich text content and imagery.
- [Retail Shopping Assistant](/qc69jvmznzxy/retail-shopping-assistant.md) — Elevate Shopping Experiences Online and In Stores.
- [Single Cell Analysis](/qc69jvmznzxy/single-cell-analysis.md) — Investigate, understand, and interpret single-cell data in minutes, not days, by leveraging RAPIDS-singlecell, powered by NVIDIA CUDA-X Data Science (RAPIDS™).
- [Streaming Data to RAG](/qc69jvmznzxy/streaming-data-to-rag.md) — Sensor-captured radio enables real-time awareness, AI-driven analytics for actionable, searchable insights.
- [Structured Report Generation](/qc69jvmznzxy/structured-report-generation.md) — Generate detailed, structured reports on any topic using LangGraph and Llama3.3 70B NIM.
- [Synthetic Manipulation Motion Generation for Robotics](/qc69jvmznzxy/isaac-gr00t-synthetic-manipulation.md) — Generate exponentially large amounts of synthetic motion trajectories for robot manipulation from just a few human demonstrations.
- [Traceability for Agentic AI](/qc69jvmznzxy/traceability-for-agentic-ai.md) — Trace and evaluate AI Agents with Weights & Biases.
- [Voice Agent Framework for Conversational AI](/qc69jvmznzxy/voice-agent-framework-for-conversational-ai.md) — Automate voice AI agents with NVIDIA NIM microservices and Pipecat.
- [Vulnerability Analysis for Container Security](/qc69jvmznzxy/vulnerability-analysis-for-container-security.md) — Rapidly identify and mitigate container security vulnerabilities with generative AI.
- [AI Agent for Telecom Network Configuration Planning](/qc69jvmznzxy/telco-network-configuration.md) — Automate and optimize the configuration of radio access network (RAN) parameters using agentic AI and a large language model (LLM)-driven framework.
- [AI Model Distillation for Financial Data](/qc69jvmznzxy/ai-model-distillation-for-financial-data.md) — Distill and deploy domain-specific AI models from unstructured financial data to generate market signals efficiently—scaling your workflow with the NVIDIA Data Flywheel Blueprint for high-performance, cost-efficient experimentation.
- [AI Observability for Data Flywheel](/qc69jvmznzxy/ai-observability-for-data-flywheel.md) — Streamline evaluation, monitoring, and optimization of AI data flywheel with Weights & Biases.
- [AI Orchestration for Data Flywheel](/qc69jvmznzxy/ai-orchestration-for-data-flywheel.md) — Orchestrate AI agents for data flywheel with MLRun and NVIDIA NeMo microservices.
- [AI Weather Analytics with Earth-2](/qc69jvmznzxy/earth2-weather-analytics.md) — Develop AI powered weather analysis and forecasting application visualizing multi-layered geospatial data.
- [Ambient Healthcare Agents](/qc69jvmznzxy/ambient-healthcare-agents.md) — Build advanced AI agents for providers and patients using this developer example powered by NeMo Microservices, NVIDIA Nemotron, Riva ASR and TTS, and NVIDIA LLM NIM
- [Build a Digital Twin for Interactive Fluid Simulation](/qc69jvmznzxy/digital-twins-for-fluid-simulation.md) — This NVIDIA Omniverse™ Blueprint demonstrates how commercial software vendors can create interactive digital twins.
- [Build A Generative Protein Binder Design Pipeline](/qc69jvmznzxy/protein-binder-design-for-drug-discovery.md) — This blueprint shows how generative AI and accelerated NIM microservices can design protein binders smarter and faster.
- [Build A Generative Virtual Screening Pipeline](/qc69jvmznzxy/generative-virtual-screening-for-drug-discovery.md) — This blueprint shows how generative AI and accelerated NIM microservices can design optimized small molecules smarter and faster.
- [Build a Video Search and Summarization (VSS) Agent](/qc69jvmznzxy/video-search-and-summarization.md) — Ingest massive volumes of live or archived videos and extract insights for summarization and interactive Q&A
- [Build an Enterprise RAG Pipeline Blueprint](/qc69jvmznzxy/build-an-enterprise-rag-pipeline.md) — Power fast, accurate semantic search across multimodal enterprise data with NVIDIA’s RAG Blueprint—built on NeMo Retriever and Nemotron models—to connect your agents to trusted, authoritative sources of knowledge.
- [Build Your Own Transaction Foundation Model](/qc69jvmznzxy/build-your-own-transaction-foundation-model.md) — Create intelligent embeddings by using transformer architecture on tabular data.
- [Code Documentation for Software Development](/qc69jvmznzxy/code-documentation-for-software-development.md) — Document your github repositories with AI Agents using CrewAI and Llama3.3 70B NIM.
- [Content Localization](/qc69jvmznzxy/content-localization.md) — Localize and translate media and sync multiple speaker’s lips to translated audio.
- [Cosmos Dataset Search](/qc69jvmznzxy/cosmos-dataset-search.md) — Accelerate post-training of end-to-end autonomous vehicle stacks with vector search and retrieval for large video datasets.
- [Cyborg Enterprise RAG](/qc69jvmznzxy/cyborg-enterprise-rag.md) — Securely extract, embed, and index multimodal data with encryption in-use for fast, accurate semantic search.
- [Evo 2 Protein Design](/qc69jvmznzxy/evo2-protein-design.md) — This workflow shows how generative AI can generate DNA sequences that can be translated into proteins for bioengineering.
- [Financial Fraud Detection](/qc69jvmznzxy/financial-fraud-detection.md) — Detect and prevent sophisticated fraudulent activities for financial services with high accuracy.
- [Flood Intelligence](/qc69jvmznzxy/flood-intelligence.md) — H2O.ai Flood Intelligence provides real-time, scalable intelligence for AI-powered disaster management.
- [Genomic Analysis](/qc69jvmznzxy/genomics-analysis.md) — Easily run essential genomics workflows to save time leveraging Parabricks and CodonFM.
- [Intent-Driven RAN Energy Efficiency Blueprint](/qc69jvmznzxy/intent-driven-ran-energy-efficiency.md) — Build a closed-loop agentic workflow for energy optimization.
- [LLM Router](/qc69jvmznzxy/llm-router.md) — Route LLM requests to the best model for the task at hand.
- [Multi-Agent Intelligent Warehouse](/qc69jvmznzxy/multi-agent-intelligent-warehouse.md) — An AI-powered, multi-agent system designed to optimize warehouse operations through intelligent automation, real-time monitoring, and natural language interaction.
- [NemoClaw for Hermes Agent](/qc69jvmznzxy/nemoclaw-for-hermes-agent.md) — Deploy Hermes agents that learn from team workflows, create reusable skills, and get better with every interaction.
- [NemoClaw for OpenClaw](/qc69jvmznzxy/nemoclaw-for-openclaw.md) — Run always-on agents with greater control, privacy, and flexibility—installed with a single command.
- [Nemotron Voice Agent](/qc69jvmznzxy/nemotron-voice-agent.md) — Build Real-Time Voice Agents with NVIDIA Nemotron NIM.
- [Nsight Copilot - AI Code Assistant for CUDA Development](/qc69jvmznzxy/nsight-copilot.md) — Deploy an AI-powered coding assistant on DGX Spark that delivers expert CUDA-aware chat, real-time code completion, and retrieval-augmented generation grounded in authoritative GPU programming knowledge—powered by NVIDIA NIM microservices.
- [NVIDIA AI-Q Blueprint for intelligent agents](/qc69jvmznzxy/aiq.md) — AI agents that connect, retrieve, and reason on enterprise data—making information accessible, actionable, and intelligent.
- [NVIDIA Omniverse DSX Blueprint for AI Factory Digital Twins](/qc69jvmznzxy/omniverse-dsx-blueprint-for-ai-factories.md) — Design, simulate, and optimize AI factory infrastructure with digital twins.
- [PDF to Podcast](/qc69jvmznzxy/pdf-to-podcast.md) — Transform PDFs into AI podcasts for engaging on-the-go audio content.
- [Quantitative Portfolio Optimization](/qc69jvmznzxy/quantitative-portfolio-optimization.md) — Enable fast, scalable, and real-time portfolio optimization for financial institutions.
- [Quantitative Signal Discovery Agent](/qc69jvmznzxy/quantitative-signal-discovery-agent.md) — Automate and scale the discovery, testing, and refinement of trading signals for quantitative research.
- [Retail Agentic Commerce](/qc69jvmznzxy/retail-agentic-commerce.md) — Reference implementation of the Agentic Commerce Protocol (ACP) and Universal Commerce Protocol (UCP) enabling AI-powered checkout negotiation while maintaining merchant of record.
- [Retail Catalog Enrichment](/qc69jvmznzxy/retail-catalog-enrichment.md) — A GenAI system that enhances and localizes product catalogs with rich text content and imagery.
- [Retail Shopping Assistant](/qc69jvmznzxy/retail-shopping-assistant.md) — Elevate Shopping Experiences Online and In Stores.
- [Single Cell Analysis](/qc69jvmznzxy/single-cell-analysis.md) — Investigate, understand, and interpret single-cell data in minutes, not days, by leveraging RAPIDS-singlecell, powered by NVIDIA CUDA-X Data Science (RAPIDS™).
- [Streaming Data to RAG](/qc69jvmznzxy/streaming-data-to-rag.md) — Sensor-captured radio enables real-time awareness, AI-driven analytics for actionable, searchable insights.
- [Structured Report Generation](/qc69jvmznzxy/structured-report-generation.md) — Generate detailed, structured reports on any topic using LangGraph and Llama3.3 70B NIM.
- [Synthetic Manipulation Motion Generation for Robotics](/qc69jvmznzxy/isaac-gr00t-synthetic-manipulation.md) — Generate exponentially large amounts of synthetic motion trajectories for robot manipulation from just a few human demonstrations.
- [Traceability for Agentic AI](/qc69jvmznzxy/traceability-for-agentic-ai.md) — Trace and evaluate AI Agents with Weights & Biases.
- [Voice Agent Framework for Conversational AI](/qc69jvmznzxy/voice-agent-framework-for-conversational-ai.md) — Automate voice AI agents with NVIDIA NIM microservices and Pipecat.
- [Vulnerability Analysis for Container Security](/qc69jvmznzxy/vulnerability-analysis-for-container-security.md) — Rapidly identify and mitigate container security vulnerabilities with generative AI.