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the system processes chunks of raw text (limited to around 6,000 characters to manage token constraints) and outputs well-punctuated, formatted summaries. This step effectively converts chaotic transcripts into accessible narratives, dramatically enhancing readability and comprehension.
Key Features of the Text Cleanup:
Addition of punctuation
Line breaks and paragraph structuring
Summarization and clarification
This process is automated through scripting, which batch-processes multiple transcript files, ensuring efficiency even for extensive video collections.