Links and local files go through one queue
YouTube, TikTok, and BiliBili reuse the current media pipeline, podcast platforms use audio parsers, and local files enter the same summary pipeline directly.
SnapVee is an AI video summarizer: paste a public link or upload a local video or audio file,and get instant summaries, timestamped chapters, Mermaid mindmaps, and AI chat for courses, podcasts, livestream replays, and meetings.
OVERVIEW
This 102-minute lecture starts from the perceptron, builds up through backprop and gradient descent, then extends to CNNs and the Transformer attention mechanism — a solid base for review notes and teaching material.
Chapters
Perceptrons to deep nets
Single-layer limits and non-linear activations.
Backprop & gradient descent
How the chain rule makes nets trainable.
CNNs & feature extraction
Local receptive fields and weight sharing.
Attention & Transformers
How self-attention replaces recurrence.
MERMAID MINDMAP
Keywords
Action items
For classes, podcasts, and meeting replays, the result page gives you chapter highlights, a mindmap, and exportable materials you can review or share.
YouTube, TikTok, and BiliBili reuse the current media pipeline, podcast platforms use audio parsers, and local files enter the same summary pipeline directly.
Keep the full original-language transcript with usable timestamps instead of a generic summary blob.
Generate title, overview, chapter bullets, keywords, and action items for study, ops, and meeting follow-up.
The UI renders Mermaid SVG and falls back to a tree view if rendering fails, so the result page stays usable.
After processing, the result page can turn a long video into study notes, a work brief, and an action plan.
Paste a public link or upload a local video / audio file.
Auto-transcribe and generate an overview, chapters, and mindmap.
Keep chatting with AI about the content to dig into points and actions.
Take the summary, mindmap, and action list to reuse anywhere.
Supported platforms
“Instead of rewatching a 90-minute replay and taking notes manually, I can scan the chapters and jump back only where it matters.”
Oliver Hayes
Product Manager · Meeting review
“For course content, structured summaries are much more useful than raw transcripts when I need to prepare learning materials.”
Emma Sullivan
Course Operations · Knowledge ops
“Long podcast episodes become reusable faster because I can lift chapter titles and summaries into multi-channel publishing.”
Lucas Meyer
Content Editor · Podcast workflow
“A two-hour interview takes ten minutes to skim, and the timestamps jump me straight back to the source to double-check.”
Grace Whitfield
Independent Researcher · Research notes
“Drop in the weekly meeting recording and it produces minutes and action items — no more dedicated note-taker.”
Henry Doyle
Project Lead · Team collaboration
“Even English lectures come out as structured chapters and a mindmap, so prep and review are much faster.”
Clara Jensen
Graduate Student · Course study
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GEO fact guides
These guides turn product capabilities, allowances, and usage boundaries into answers you can verify against the relevant tool pages.
Review Markdown notes, subtitles, files, public links, privacy, and team handoff materials.
Rewrite summaries, captions, product notes, and transcripts while preserving required facts.
Turn chapters, keywords, action items, transcripts, and mindmaps into blog notes and social assets.
Start with a public link. The current focus is making the summary, reading, and export flow solid before anything else.