PitchRoom: AI-powered script discovery platform using Flask and MongoDB vector search

PitchRoom is a platform using Flask and MongoDB Vector Search to discover filmable scripts based on semantic AI queries.

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The fact

It applies RAG techniques to improve search result relevance against filmmaking criteria.

The project shows how to apply vector databases to creative content creation.

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Auto-synthesis from 1 media source · identified on April 27, 2026