@NFTCPS: I was really awakened by an open-source project today. 14.5k stars, directly pulling NotebookLM from 'usable' to 'capable', and at pipeline level. I've long been annoyed with the web version: upload PDFs wait, generate audio wait, download wait, all time fed to progress bars. If you want to batch produce content, it's basically self-torture.…

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notebooklm-py is an open-source project that provides a Python API and CLI for NotebookLM, supporting batch processing, multi-format export, and AI agent integration, greatly improving content creation efficiency.

I was really awakened by an open-source project today. 14.5k stars, directly pulling NotebookLM from 'usable' to 'capable', and at pipeline level. I've long been annoyed with the web version: upload PDFs wait, generate audio wait, download wait, all time fed to progress bars. If you want to batch produce content, it's basically self-torture. Until I saw notebooklm-py, it felt just right. One command to produce podcasts, style duration language all adjustable Batch consume YouTube, PDF, URLs, no more manual clicking PPTX, JSON, CSV, quiz structured full export, even modify single-page PPT with natural language Most impressively, it can be used as an Agent skill with Claude Code. This is not just a tool upgrade, it's a production relationship upgrade: hot topic capture → research → podcast → text+image → PPT → distribution, one chain through and through. Before it was about manpower, now it's about workflow. While you're still fighting alone, others have already opened a factory with one person. GitHub repo: https://github.com/teng-lin/notebooklm-py…
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teng-lin/notebooklm-py

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A comprehensive unofficial Python API and CLI for Google NotebookLM, providing programmatic access to features including source management, content generation, and agent integration.