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Lex Fridman Podcast search engine
- joemckenna 4y agoAs a side project, I created a search engine for the Lex Fridman podcast. It uses https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2 https://huggingface.co/sentence-transformers/all-MiniLM-L6-v... to encode the YouTube auto-generated captions. Feedback is greatly appreciated!
- 1970-01-01 4y agoRoger Penrose is missing from it?
- joemckenna 4y agoFor some videos, embedding on third-party sites has been disabled. Previously filtered, but revised now. Thanks!
- gbertb 4y agoThis is awesome! Do you plan on open sourcing the code by any chance?
- joemckenna 4y agoSure! https://github.com/joepatmckenna/podsearch https://github.com/joepatmckenna/podsearch. Thanks!
- gbertb 4y agothank you!
- pieterr 4y ago'rossum' doesn't return any results?
- joemckenna 4y agoI was only matching queries against parts of the YouTube auto-generated captions. In theory, this should work for queries that are guests' names because Lex states the guest name in the beginning of the episode. But, in practice it doesn't because of transcription errors and how results are aggregated/sorted/filtered. Now, I'm matching queries against text that accompanies each episode as well as the transcripts and separating results into "Episodes" and "Clips" sections. This seems to enable querying by guest. Thanks for the feedback!