Source LM

Productivity AI & Machine Learning API Chrome Extensions Developer Tools Browser Extensions Automation Workflow Automation Knowledge Management Business Summarization Tools Website Analysis etc. Financial Here's a thinking process: 1. **Analyze User Input:** - User provides a tool description: "Bulk sources NotebookLM straight browser" with short description "Bulk sources NotebookLM straight browser" and full description mentioning NotebookLM taking sources via file picker batch JSON export markdown files under 500k-word cap YouTube playlist as one source per video downloads backend account extension ships unminified source "no backend" claim - User says: "Based knowledge tools analyze following tool information suggest appropriate categories." - User gives constraints: "Only suggest categories when least 90% certainty match tool information. none existing categories fit well suggest new ones without adding any prefix special notation." - User provides a huge list of existing categories (many repeated many AI-related etc.) - User says: "EXISTING CATEGORIES: [list]" but it's messy. Key point: I need to match the tool to categories with ≥90% certainty or suggest new ones if none fit. - User says: "Return only category names English separated commas. Categories:" 2. **Analyze the Tool:** - Name/Tool: "Source" related to NotebookLM bulk sourcing - Short: "Bulk sources NotebookLM straight browser" - Full: Allows batch importing of sources (JSON export markdown files YouTube playlists) caps at 500k words no backend (claims) ships unminified source browser extension account needed. - Core function: Bulk sourcing/organization of content for NotebookLM browser-based no backend claimed markdown/JSON handling. - Key features: Batch source creation file picker markdown/JSON export YouTube playlist integration 500k-word limit unminified source sharing "no backend" claim. 3. **Match Against Existing Categories (from the provided list):** Let me scan the existing categories list that was provided. It's huge and repetitive but I can extract the unique meaningful ones relevant to this tool: - AI - The tool is about bulk sourcing for NotebookLM no backend markdown/JSON YouTube playlists. It's a productivity/utility tool for content organization/sourcing for AI notebooks. - Let's see if any existing category fits ≥90%: - "Productivity": Yes it streamlines sourcing for NotebookLM saves time. Fits. - "Automation": It automates bulk sourcing but not exactly workflow automation in the traditional sense. Maybe borderline. - "Browser Extensions": It's a browser extension. Fits well. - "AI": NotebookLM is Google's AI notebook but this tool is just a browser helper to bulk source. AI is indirect. - "Knowledge Management": Organizing sources for knowledge work. Fits. - "Summarization Tools": Not exactly it's sourcing not summarizing. - "Developer Tools": It's an extension unminified source maybe. - "API": No API mentioned. - The tool information suggest appropriate categories.