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Nsight Copilot

# NVIDIA Nsight Copilot  

Nsight Copilot is NVIDIA’s AI-powered accelerated computing assistant. It provides intelligent code suggestions and assistance for NVIDIA® CUDA® development.

Available via a Visual Studio Code extension and integration in the Nsight Compute kernel profiler.

[Get VS Code Extension](https://marketplace.visualstudio.com/items?itemName=NVIDIA.nsight-copilot)[Get Nsight Compute](https://developer.nvidia.com/tools-overview/nsight-compute/get-started)[Sign Up for the Beta](/nsight-copilot/join)[Forum](https://forums.developer.nvidia.com/c/developer-tools/nsight-copilot/739)

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## See Nsight Copilot in Action

Combined with our specialized CUDA-aware LLM inference models, Nsight Copilot delivers the best coding experience for CUDA developers. Nsight Copilot is powered by NVIDIA NIM™ microservices and benchmarked for quality using our [ComputeEval](https://github.com/nvidia/compute-eval) framework to assess CUDA-related task proficiency.

### Nsight Copilot for Visual Studio Code

This video shows how to convert a simple PyTorch operation into an optimized CUDA kernel with Nsight Copilot.

https://www.youtube-nocookie.com/embed/8Y4td5Co5a4?

### Nsight Copilot for Nsight Compute

This video demonstrates Nsight Copilot integration in Nsight Compute, providing interactive guidance on uncoalesced memory accesses.

https://www.youtube-nocookie.com/embed/_CmiydaJFMw?

 
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## Key Features

### Expert CUDA-Aware Chat  

Go beyond basic questions. Powered by NVIDIA NIMs, chat provides expert-level, contextually-aware answers to your most complex CUDA challenges, from architectural best practices to deep-dive conceptual explanations.

### CUDA Code Generation

Write production-ready code faster than ever. Generate complex, optimized CUDA snippets and kernels from natural language descriptions. Featuring nvidia/CUDA-autocomplete model, get highly relevant, real-time code completions right as you type.

### Interactive CUDA Code Transformation

Modify CUDA code directly in the editor to enhance efficiency and ensure compatibility with NVIDIA technologies.

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## Get Started With Nsight Copilot

 ![Get Visual Studio Code Extension](https://developer.download.nvidia.com/icons/m48-download.svg)
### Get Visual Studio Code Extension

The Nsight Copilot extension adds CUDA-aware coding assistant models that help you build and optimize CUDA in Visual Studio Code.

[Get VS Code Extension](https://marketplace.visualstudio.com/items?itemName=NVIDIA.nsight-copilot)

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## More Resources

 ![Join the Developer Community](https://developer.download.nvidia.com/images/omniverse/m48-people-group.svg)
### Join the Community  

 ![Join the NVIDIA Developer Program](https://developer.download.nvidia.com/icons/m48-developer-1.svg)
### Join the NVIDIA Developer Program

 ![Sign up for the NVIDIA Developer Newsletter](https://developer.download.nvidia.com/icons/m48-email-settings.svg)
### Sign up for the Developer Newsletter

## Get started with Nsight Copilot 

[Download VS Code Extension](https://marketplace.visualstudio.com/items?itemName=NVIDIA.nsight-copilot)