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Building PitchRoom: AI-Powered Script Discovery using Flask & MongoDB Vector Search

DEV Community·SRI LAKSHMI AMARAWADHI·about 1 month ago
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Team Members This project was developed by: @srilakshmi_amarawadhi - A. SRI LAKSHMI @vitesh_kotha - K. VITESH @nandireddy_gnaneshwarred - N. GNANESHWAR @jaggavarapu_vrushali_130906 - J. VRUSHALI We would like to express our sincere gratitude to @chanda_rajkumar sir for their valuable guidance and support throughout this project. Their insights into system design, architecture, and development played a crucial role in shaping PitchRoom. INTRODUCTION In today’s content-driven world, discovering the right script at the right time remains a fragmented and inefficient process. Writers struggle to showcase their ideas beyond limited networks, while producers rely heavily on manual screening and keyword-based searches that often miss truly relevant content. This gap between creativity and opportunity results in countless promising stories going unnoticed. PitchRoom emerges as a solution to this problem — a smart, AI-powered content marketplace designed to seamlessly connect writers and producers.…

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