Update Supplemental and Backup Playbook Lists

playbooks/backup/dify-ai-agents/README.md

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+# Build Node Based AI Agents and RAG Workflows with Dify
+
+<!-- Playbook content goes here -->

playbooks/backup/dify-ai-agents/playbook.json

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+{
+  "id": "dify-ai-agents",
+  "title": "Build Node Based AI Agents and RAG Workflows with Dify",
+  "description": "Create AI agents and RAG workflows using Dify's visual node editor with llama.cpp on your STX Halo™",
+  "time": 60,
+  "platforms": ["linux", "windows"],
+  "difficulty": "intermediate",
+  "isNew": false,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["dify", "agents", "rag", "llamacpp", "workflows"]
+}

playbooks/backup/gguf-quantization-export/README.md

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+# Quantize and Export Models to GGUF
+
+<!-- Playbook content goes here -->

playbooks/backup/gguf-quantization-export/playbook.json

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+{
+  "id": "gguf-quantization-export",
+  "title": "Quantize and Export Models to GGUF",
+  "description": "Learn how to quantize and export models to GGUF format using llama.cpp on your STX Halo™",
+  "time": 60,
+  "platforms": ["linux", "windows"],
+  "difficulty": "intermediate",
+  "isNew": false,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["gguf", "quantization", "llamacpp", "model-export"]
+}

playbooks/core/vllm-inference/README.md → playbooks/backup/local-foundry/README.md

@@ -1,3 +1,3 @@
-# Fine-tuning on vLLM
+# Local Foundry
 
 <!-- Playbook content goes here -->

playbooks/backup/local-foundry/playbook.json

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+{
+  "id": "local-foundry",
+  "title": "Local Foundry",
+  "description": "Set up and use Local Foundry on your STX Halo™",
+  "time": 60,
+  "platforms": ["linux", "windows"],
+  "difficulty": "intermediate",
+  "isNew": true,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["foundry", "local", "llm"]
+}

playbooks/backup/mcp-research-agent/README.md

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+# Building a Research Agent Using MCP
+
+<!-- Playbook content goes here -->

playbooks/backup/mcp-research-agent/playbook.json

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+{
+  "id": "mcp-research-agent",
+  "title": "Building a Research Agent Using MCP",
+  "description": "Build a research agent using the Model Context Protocol (MCP) on your STX Halo™",
+  "time": 60,
+  "platforms": ["linux", "windows"],
+  "difficulty": "intermediate",
+  "isNew": true,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["mcp", "agents", "research", "llm"]
+}

playbooks/supplemental/multi-agent-chatbots/README.md → playbooks/backup/ollama-getting-started/README.md

@@ -1,3 +1,3 @@
-# Creating Multi-agent Chatbots
+# Getting Started with Ollama
 
 <!-- Playbook content goes here -->

playbooks/backup/ollama-getting-started/playbook.json

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+{
+  "id": "ollama-getting-started",
+  "title": "Getting Started with Ollama",
+  "description": "Install and run LLMs locally using Ollama on your STX Halo™",
+  "time": 30,
+  "platforms": ["linux", "windows"],
+  "difficulty": "beginner",
+  "isNew": false,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["ollama", "llm", "inference", "local"]
+}

playbooks/backup/open-webui-chat/README.md

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+# How to Chat with LLMs in Open WebUI
+
+<!-- Playbook content goes here -->

playbooks/backup/open-webui-chat/playbook.json

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+{
+  "id": "open-webui-chat",
+  "title": "How to Chat with LLMs in Open WebUI",
+  "description": "Set up Open WebUI to chat with local LLMs using llama.cpp on your STX Halo™",
+  "time": 30,
+  "platforms": ["linux", "windows"],
+  "difficulty": "beginner",
+  "isNew": false,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["openwebui", "chat", "llamacpp", "llm"]
+}

playbooks/backup/openhands-agent-sdk/README.md

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+# OpenHands Software Agent SDK
+
+<!-- Playbook content goes here -->

playbooks/backup/openhands-agent-sdk/playbook.json

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+{
+  "id": "openhands-agent-sdk",
+  "title": "OpenHands Software Agent SDK",
+  "description": "Build software agents using the OpenHands Agent SDK on your STX Halo™",
+  "time": 60,
+  "platforms": ["linux", "windows"],
+  "difficulty": "intermediate",
+  "isNew": true,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["openhands", "agents", "sdk", "llm"]
+}

playbooks/backup/openhands-coding-assistant/README.md

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+# How to Use Local LLMs as a Coding Assistant in OpenHands
+
+<!-- Playbook content goes here -->

playbooks/backup/openhands-coding-assistant/playbook.json

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+{
+  "id": "openhands-coding-assistant",
+  "title": "How to Use Local LLMs as a Coding Assistant in OpenHands",
+  "description": "Configure OpenHands to use local LLMs as a coding assistant with llama.cpp on your STX Halo™",
+  "time": 60,
+  "platforms": ["linux", "windows"],
+  "difficulty": "intermediate",
+  "isNew": false,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["openhands", "coding-assistant", "llamacpp", "qwen"]
+}

playbooks/backup/tailscale-remote-access/README.md

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+# Setting up Tailscale To Remotely Access Halo
+
+<!-- Playbook content goes here -->

playbooks/backup/tailscale-remote-access/playbook.json

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+{
+  "id": "tailscale-remote-access",
+  "title": "Setting up Tailscale To Remotely Access Halo",
+  "description": "Configure Tailscale for secure remote access to your STX Halo™ from anywhere",
+  "time": 30,
+  "platforms": ["linux", "windows"],
+  "difficulty": "beginner",
+  "isNew": false,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["tailscale", "remote-access", "networking", "vpn"]
+}

playbooks/supplemental/3dgs-pytorch-rocm/playbook.json → playbooks/supplemental/3dgs-pytorch/playbook.json

@@ -1,5 +1,5 @@
 {
-  "id": "3dgs-pytorch-rocm",
+  "id": "3dgs-pytorch",
   "title": "3D Gaussian Splatting with PyTorch ROCm",
   "description": "Render stunning 3D scenes using Gaussian Splatting with PyTorch and ROCm on STX Halo™",
   "time": 90,

playbooks/supplemental/clustering-rccl/README.md

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+# Clustering with Two Halos (RCCL)
+
+<!-- Playbook content goes here -->

playbooks/supplemental/clustering-rccl/playbook.json

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+{
+  "id": "clustering-rccl",
+  "title": "Clustering with Two Halos (RCCL)",
+  "description": "Set up a multi-node cluster using two STX Halo™ devices with RCCL for distributed workloads",
+  "time": 90,
+  "platforms": ["linux", "windows"],
+  "difficulty": "advanced",
+  "isNew": true,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["clustering", "distributed", "multi-gpu", "rccl", "vllm"]
+}

playbooks/supplemental/clustering-rpc-server/README.md

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+# Clustering with Two Halos (RPC Server)
+
+<!-- Playbook content goes here -->

playbooks/supplemental/clustering-rpc-server/playbook.json

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+{
+  "id": "clustering-rpc-server",
+  "title": "Clustering with Two Halos (RPC Server)",
+  "description": "Set up distributed inference using RPC server across two STX Halo™ devices with vLLM",
+  "time": 90,
+  "platforms": ["linux"],
+  "difficulty": "advanced",
+  "isNew": false,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["clustering", "rpc", "vllm", "distributed", "docker"]
+}

playbooks/supplemental/cvml/README.md

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+# Local Perception Capability with CVML SDK
+
+<!-- Playbook content goes here -->

playbooks/supplemental/cvml/playbook.json

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+{
+  "id": "cvml",
+  "title": "Local Perception Capability with CVML SDK",
+  "description": "Build local perception capabilities using CVML SDK on top of RyzenAI and ROCm",
+  "time": 60,
+  "platforms": ["linux", "windows"],
+  "difficulty": "intermediate",
+  "isNew": true,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["cvml", "perception", "ryzenai", "rocm"]
+}

playbooks/backup/dreambooth-lora-finetuning/README.md → playbooks/supplemental/dreambooth-lora-finetuning/README.md

@@ -1,4 +1,3 @@
 # DreamBooth Fine-tuning with LoRA
 
 <!-- Playbook content goes here -->
-

playbooks/backup/dreambooth-lora-finetuning/playbook.json → playbooks/supplemental/dreambooth-lora-finetuning/playbook.json

@@ -1,13 +1,12 @@
 {
   "id": "dreambooth-lora-finetuning",
   "title": "DreamBooth Fine-tuning with LoRA",
-  "description": "Fine-tune image generation models using DreamBooth and LoRA on STX Halo™",
-  "time": 120,
-  "platforms": ["windows", "linux"],
+  "description": "Fine-tune image generation models using DreamBooth and LoRA techniques on your STX Halo™",
+  "time": 90,
+  "platforms": ["linux", "windows"],
   "difficulty": "intermediate",
   "isNew": false,
   "isFeatured": false,
-  "published": false,
-  "tags": ["dreambooth", "lora", "fine-tuning", "image-generation", "stable-diffusion"]
+  "published": true,
+  "tags": ["dreambooth", "lora", "fine-tuning", "image-generation"]
 }
-

playbooks/supplemental/gaia-agents/README.md

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+# Getting Started Creating Agents with GAIA
+
+<!-- Playbook content goes here -->

playbooks/supplemental/gaia-agents/playbook.json

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+{
+  "id": "gaia-agents",
+  "title": "Getting Started Creating Agents with GAIA",
+  "description": "Build and deploy AI agents using the GAIA framework with llama.cpp on your STX Halo™",
+  "time": 60,
+  "platforms": ["linux", "windows"],
+  "difficulty": "intermediate",
+  "isNew": false,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["gaia", "agents", "llamacpp", "llm"]
+}

playbooks/supplemental/lemonade-getting-started/README.md

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+# Using Lemonade Across CPU, GPU, and NPU
+
+<!-- Playbook content goes here -->

playbooks/supplemental/lemonade-getting-started/playbook.json

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+{
+  "id": "lemonade-getting-started",
+  "title": "Using Lemonade Across CPU, GPU, and NPU",
+  "description": "Learn how to use Lemonade framework across CPU, GPU, and NPU on your STX Halo™",
+  "time": 60,
+  "platforms": ["linux", "windows"],
+  "difficulty": "intermediate",
+  "isNew": true,
+  "isFeatured": false,
+  "published": true,
+  "tags": ["lemonade", "cpu", "gpu", "npu", "inference"]
+}

playbooks/supplemental/pytorch-rocm-gpu-kernels/playbook.json → playbooks/supplemental/pytorch-kernels/playbook.json

@@ -1,5 +1,5 @@
 {
-  "id": "pytorch-rocm-gpu-kernels",
+  "id": "pytorch-kernels",
   "title": "Custom GPU Kernels with PyTorch ROCm",
   "description": "Write and optimize custom GPU kernels using PyTorch and ROCm on STX Halo™",
   "time": 120,

playbooks/supplemental/clustering-two-halos/README.md → playbooks/supplemental/vllm-inference/README.md

@@ -1,3 +1,3 @@
-# Clustering with two Halos
+# Getting Started with vLLM
 
 <!-- Playbook content goes here -->