AI Reel Generation PipelineDEPLOYED
ScaleShorts
Automated short-form video generation pipeline orchestrating scripting, TTS, assets, and editing.
METRIC 01Automated end-to-end reel creation with a single command run.
METRIC 02Generates neural voice narration and matching stock video clips.
METRIC 03Maintains run history and logs inside an SQLite database.
Managing multiple social media channels is time-consuming, requiring repetitive work in video editing, script writing, and voice narration.
Attempted Strategy
Originally attempted to download stock videos sequentially in the main thread.
Observed Symptom
API rate limits and slow server response times led to pipeline stalls, stretching reel generation to several minutes.
Resolution & Fix
Refactored the downloader to utilize aiohttp for parallel, async asset downloads, shrinking fetch times to seconds.
Pythongoogle-genaiEdge-TTSmoviepyaiohttpSQLite