ClipsAI★★★★★
The open-source blueprint for podcast clipping. Study it, steal the patterns.
why it matters
ClipsAI was the first proper open-source take on 'long podcast in, viral shorts out.' Python library that finds natural topic boundaries + tracks the active speaker to cut clips that actually make sense standalone.
Hasn't been updated in over a year, so treat this as a reference codebase, not a production install. The topic-boundary + speaker-detection approach it uses is still how OpusClip works under the hood. Read the repo, steal the pattern, build your own pipeline.
install
pip install clipsaiwhere to find it
no commits in 2 years. this doesn't mean it's broken — some small repos are "finished" — but if you hit an install issue, it may not get patched quickly.
You want a ready-to-ship tool. ClipsAI is a reference design at this point, not active software.