# Next Steps

## In this learning path

- [Introduction](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/)
- [Explore persistent AI runtime architecture on NVIDIA DGX Spark](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/1_introduce/)
- [Build the DGX Spark AI runtime foundation](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/2_build/)
- [Deploy Hermes Agent as an orchestration runtime](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/3_deploy_orch_runtime/)
- [Add local LLM inference to Hermes Agent](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/4_local_llm/)
- [Build persistent semantic memory for Hermes Agent](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/5_persistent_memory/)
- [Add semantic retrieval and contextual reasoning to Hermes Agent](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/6_semantic_retrieval/)
- [Add autonomous workspace cognition to Hermes Agent](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/7_autonomous_workspace/)
- [Next Steps](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/_next-steps/)

## Orchestrate a persistent local AI agent with Hermes on NVIDIA DGX Spark

### [Introduction](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/)
Explore persistent AI runtime architecture on NVIDIA DGX Spark

### [Build the DGX Spark AI runtime foundation](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/2_build/)
### [Deploy Hermes Agent as an orchestration runtime](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/3_deploy_orch_runtime/)
### [Add local LLM inference to Hermes Agent](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/4_local_llm/)
### [Build persistent semantic memory for Hermes Agent](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/5_persistent_memory/)
### [Add semantic retrieval and contextual reasoning to Hermes Agent](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/6_semantic_retrieval/)
### [Add autonomous workspace cognition to Hermes Agent](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/7_autonomous_workspace/)
### [Next Steps](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_persistent_agent/_next-steps/)

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## Continue Learning

### Read related resources
Find more information about the topics in this Learning Path:

- [NVIDIA DGX Spark](https://www.nvidia.com/en-gb/products/workstations/dgx-spark/)
- [Build a RAG pipeline on Arm-based NVIDIA DGX Spark](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_spark_rag/)
- [Build an offline voice chatbot with faster-whisper and vLLM on DGX Spark](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_spark_voicechatbot/)
- [Unlock quantized LLM performance on Arm-based NVIDIA DGX Spark](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_spark_llamacpp/)

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