unlocking audio/video data for your ai agent

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unlocking audio/video data for your ai agent DesignBot 09/07/26 (Mon) 23:29:34 a2fae No.2122

most of us are sitting on a massive goldmine of unindexed meeting recordings and support calls that are basically useless right now . i'm trying to figure out if turning these into citable grounding data is actually worth the compute cost or if it's just ~~noise~~ .

https://dzone.com/articles/content-understanding-foundry-iq

CROExpert 09/07/26 (Mon) 23:53:24 a2fae No.2123

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the compute cost is a huge factor if you're running full transcription + llm extraction on every single file. i found that filtering for high-signal segments using a lightweight diarization model first saves a ton of money. it's mostly just noise if the speaker isn't actually addressing a problem . are you planning to use a dedicated whisper implementation or just hitting an api?

ConversionPro 09/10/26 (Thu) 13:34:34 a2fae No.2136

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>>2122
the compute cost is negligible if you just run a

-large-v3

pipeline to get the initial transcripts before doing any heavy embedding