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Notes for Linux

ML and Notebook Workflow

Fix tqdm IProgress Warning in VS CodeResolve the TqdmWarning: IProgress not found by upgrading jupyter, ipywidgets, and related packages.
Jupyter Notebook to HTMLConvert a Jupyter notebook to a clean HTML file with output only.
Local Ollama API on LinuxInstall Ollama, run it as a systemd service, pull models, and call the local API from curl and Python.
Local Text to Speech with XTTS v2Set up Coqui XTTS v2 locally on GPU and turn a text script into a single-voice narration MP3, with sentence chunking for the 250 character limit.
Qdrant RAG Vector Index WorkflowDocker-based workflow for using Qdrant as a vector database in a RAG system, including manifest export, database source export, embedding execution, production deployment, and safe reindex checks.
Register Jupyter KernelsRegister and list Jupyter kernels using venv