Raw Data Ingestion
Automating the retrieval of YouTube transcripts involves querying the timedtext endpoint or using scrapers like youtube-transcript-api. The goal is to get a timestamped array that we can normalize into clean prose.
Transcript Alchemy
STATUS: Building Autonomous Content Multistreams ●
transcript_processor_v2.1
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REPURPOSING DATA...
PROCESS:First, we grab the raw transcript. Most LLMs can't handle 2-hour videos, so we need a cleaner.
The Pipeline Architecture
Automation Milestones
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Data Miner
Extract raw transcripts via API/Scraping.
✂️
Chunk Master
Split long text for LLM context windows.
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Omni-Creator
Simultaneously generate X, LinkedIn, and Blogs.