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● Delivered · Internal AI OS

Mentor Knowledge Base

The full body of work of 13 mentors and industry experts — ~12,400 knowledge chunks from video channels, programs, and call examples — chattable through hybrid semantic search, with panel and critique modes.

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Mentor Knowledge Base — how it works
Status
● Delivered
Category
Internal AI OS
Outcome
Rewatching hours of videos became instant multi-mentor retrieval.
Stack
Supabase pgvectorGemini

About this project

The full body of work of 13 mentors and industry experts — ~12,400 knowledge chunks from video channels, programs, and call examples — chattable through hybrid semantic search, with panel and critique modes.

Outcome

Rewatching hours of videos became instant multi-mentor retrieval.

Automation in action

1 / 3 ⤢
Mentor Knowledge Base — how it works
Resumable video ingestion
Hybrid retrieval in depth
Mentor Knowledge Base — how it works
Mentor Knowledge Base — how it works
Resumable video ingestion
Hybrid retrieval in depth
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