{
 "schema_version": 1,
 "generated": "2026-10-24",
 "id": "drpwchen-lecture-to-notes--plan-lecture-processing-from-folder",
 "repo": "drpwchen/lecture-to-notes",
 "repo_url": "https://github.com/drpwchen/lecture-to-notes",
 "repo_slug": "drpwchen-lecture-to-notes",
 "title": "Get the exact processing plan for a folder of lecture files",
 "page_title": "How to get the exact processing plan for a folder of lecture files with Lecture to Notes",
 "summary": "Drop video, audio, PDF decks or slide images in a folder and get the ordered commands to run.",
 "who": "A student with a recorded course, a slide PDF and no idea where to start.",
 "problem": "Different input mixes need different pipelines.",
 "outcome": "A printed, plan-only list of commands plus the questions a human must answer first.",
 "steps": [
  "Clone with `git clone https://github.com/drpwchen/lecture-to-notes` and install requirements",
  "Copy the config with `cp config.example.yaml config.yaml`",
  "Run `python scripts/route_inputs.py /path/to/material_folder`",
  "Answer the listed questions, then run the printed commands"
 ],
 "agent_prompt": "Run `python scripts/route_inputs.py <folder>` from drpwchen/lecture-to-notes with --json and list each step with whether it needs GPU or network. Confirm nothing was written to disk.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "15 minutes",
 "basis": "readme",
 "caveat": "route_inputs.py never runs anything; you or your agent still execute each command.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "python",
 "requirements": [
  "Python with the requirements files",
  "A GPU for local Whisper transcription",
  "Ollama with minicpm-v:8b for optional slide semantics",
  "An LLM for the final synthesis stage"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/drpwchen-lecture-to-notes/plan-lecture-processing-from-folder/",
 "md": "https://dedupedai.com/use-cases/drpwchen-lecture-to-notes/plan-lecture-processing-from-folder/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/drpwchen-lecture-to-notes--plan-lecture-processing-from-folder.json",
 "api_version": "v1"
}