Multi-format uploads with a 25MB validation boundary.
FASTAPIREACTWHISPERGEMINI
MEET
SCRIBE.
An AI meeting intelligence platform that turns recordings into transcripts, structured insights and actionable follow-ups.
01 / AT A GLANCE
FROM RAW AUDIO TO USEFUL CONTEXT.
Validate an uploaded recording, transcribe it, extract structured meeting intelligence, and deliver the result in formats people can actually use.
02 / WORKFLOW
Groq Whisper turns audio into text.
Gemini generates structured insights and action items.
Email delivery plus JSON and CSV export.
FastAPI exposes the application workflow through REST endpoints.
Render provides the deployed application environment.
03 / ENGINEERING NOTES
INGEST
Multi-format uploads with a 25MB validation boundary.
TRANSCRIBE
Groq Whisper turns audio into text.
ANALYZE
Gemini generates structured insights and action items.
DELIVER
Email delivery plus JSON and CSV export.
04 / WHAT I LEARNED
The useful lesson was that AI becomes valuable only when the surrounding workflow is engineered well: validation, API boundaries, output structure and delivery all matter.
SOURCE
Explore the implementation and project history in the repository.