# Start Building AI Agents on DGX Spark

Find instructions and examples to run AI workloads on the NVIDIA GB10 Grace Blackwell Superchip

## Build AI Agents with a Local LLM

Run agentic workflows end-to-end on DGX Spark — local, private, and always on.

- [nemoclaw](/spark/nemoclaw.md)

## First Time Here?

Try these developer quickstarts

- [connect-to-your-spark](/spark/connect-to-your-spark.md)
- [nemoclaw-applications](/spark/nemoclaw-applications.md)
- [dgx-dashboard](/spark/dgx-dashboard.md)
- [open-webui](/spark/open-webui.md)

## DGX Spark Support

Access documentation, software, and expert assistance for your DGX Spark.

## What's New

New and majorly updated playbooks

- [hermes-agent](/spark/hermes-agent.md)
- [cutile-kernels](/spark/cutile-kernels.md)
- [cli-coding-agent](/spark/cli-coding-agent.md)

## All Playbooks

Detailed instructions to set up and run popular AI workflows on DGX Spark

- [speculative-decoding](/spark/speculative-decoding.md)
- [llama-cpp](/spark/llama-cpp.md)
- [nemotron](/spark/nemotron.md)
- [sglang](/spark/sglang.md)
- [trt-llm](/spark/trt-llm.md)
- [nvfp4-quantization](/spark/nvfp4-quantization.md)
- [multi-modal-inference](/spark/multi-modal-inference.md)
- [nim-llm](/spark/nim-llm.md)
- [lm-studio](/spark/lm-studio.md)
- [vllm](/spark/vllm.md)
- [single-cell](/spark/single-cell.md)
- [portfolio-optimization](/spark/portfolio-optimization.md)
- [cuda-x-data-science](/spark/cuda-x-data-science.md)
- [txt2kg](/spark/txt2kg.md)
- [jax](/spark/jax.md)
- [flux-finetuning](/spark/flux-finetuning.md)
- [llama-factory](/spark/llama-factory.md)
- [nemo-fine-tune](/spark/nemo-fine-tune.md)
- [pytorch-fine-tune](/spark/pytorch-fine-tune.md)
- [unsloth](/spark/unsloth.md)
- [hermes-agent](/spark/hermes-agent.md)
- [cutile-kernels](/spark/cutile-kernels.md)
- [cli-coding-agent](/spark/cli-coding-agent.md)
- [nemoclaw](/spark/nemoclaw.md)
- [live-vlm-webui](/spark/live-vlm-webui.md)
- [isaac](/spark/isaac.md)
- [vibe-coding](/spark/vibe-coding.md)
- [multi-agent-chatbot](/spark/multi-agent-chatbot.md)
- [connect-two-sparks](/spark/connect-two-sparks.md)
- [nccl](/spark/nccl.md)
- [vss](/spark/vss.md)
- [spark-reachy-photo-booth](/spark/spark-reachy-photo-booth.md)
- [openshell](/spark/openshell.md)
- [openclaw](/spark/openclaw.md)
- [rag-ai-workbench](/spark/rag-ai-workbench.md)
- [tailscale](/spark/tailscale.md)
- [vscode](/spark/vscode.md)
- [connect-three-sparks](/spark/connect-three-sparks.md)
- [multi-sparks-through-switch](/spark/multi-sparks-through-switch.md)