SMRTR ProgrammingAug 16, 2025Daily.dev

How I Used AI Tools to Create a Software Project Knowledge Base

SMRTR summary

A software team inherited a project with extensive documentation and video calls. They used AI to create a searchable knowledge base by transcribing videos with MacWhisper and Deepgram's HIPAA-compliant model, then uploading transcripts to NotebookLM. This allows quick information retrieval, including specific video timestamps. The knowledge base grows with new documentation, boosting productivity while maintaining security for sensitive client data. The entire process was completed in hours instead of weeks.

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