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xiaoliang527
xiao liang
Building reliable, low-cost data Actors for LLM and RAG pipelines.
Joined October 2026
ACTOR STATS
5 public Actors
10 total users
1 monthly user
>99% runs succeeded
I build Actors that turn public web content into clean, LLM-ready data — with chapters, Markdown and token counts — and you only pay for results that are actually delivered.
Actors
- YouTube Transcript (RAG-ready) — transcripts for videos, playlists and channels, split by chapter.
Every Actor runs a daily regression suite against live data, so breakages get fixed fast. Found an issue? Open it on the Actor's Issues tab — I usually reply within 24 hours.