Source LM's answer

It builds the source files in memory and pushes them through the notebook page's own upload path, so nothing is written to disk and there is no backend and no account. A JSON or Telegram export becomes as many Markdown sources as it takes, packed to a 400,000-word budget under NotebookLM's 500,000-word cap per source, and a record is never cut in half. Run it again on a grown export and only the new records upload, because the state is read back from the notebook's own source names rather than from a local watermark.

Kortex.co's answer:

Kortex is unique because it combines AI-driven writing assistance with a powerful knowledge management system designed specifically for creators, writers, and marketers. Unlike generic tools, Kortex helps you capture, organize, and connect your ideas in a seamless way, turning raw notes and highlights into structured, meaningful content. With intelligent features like AI-assisted synthesis, interconnected notes, and integrations with tools like Readwise, Kortex acts as your "second brain," helping you create, collaborate, and stay organized throughout your creative process.

Source LM's answer

Two practical differences. First, there is no server in the path: the extension acts inside your own signed-in tab, so your files, pages and notebook contents never reach a third party, and the code ships unminified and source-available so you can check that. Second, the price is a one-time $29 licence instead of a subscription, and single sources - one page, one link, one video, one selection - stay free forever; only bulk actions are metered, at 5 free runs a month.

Source LM's answer

People who already work in NotebookLM and have hit its one-at-a-time file picker: researchers and students loading a corpus of papers or transcripts, support and ops teams dumping ticket or chat exports, and anyone who wants a Telegram history, a YouTube playlist or a channel inside a notebook. No technical setup is assumed - it is a Chrome and Edge extension, not a script to run.

Source LM's answer

It started with a chat export that nobody wanted to split by hand: thousands of messages that NotebookLM would only take as files under its per-source word cap. The first version was a script producing Markdown chunks, and the annoying part was that the chunks still had to be dragged into the notebook one by one. Once the upload could go straight into the open notebook, the disk step disappeared, and everything else - YouTube, link lists, the current page, selected text - was routed through the same path.

Source LM's answer

TypeScript on Chrome's Manifest V3, bundled with esbuild, with zero runtime dependencies and no framework: the popup is plain DOM. There is no backend - uploads go through the notebook page's own upload endpoint from inside your tab, with a DOM-injection fallback if that path changes, and settings and pending jobs live in chrome.storage. Licence keys are checked directly against the payment provider's public API, so there is still no server of ours in the path.