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AI app: VocalScout for AssemblyAI - Voice Agent Hackathon

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VocalScout

VocalScout

Vercel

Created by team Hustlers on September 27, 2026

AI/ML API AWS Pinecone Vercel rest api AntigravityLangChain

Across every industry—corporate compliance, customer support, healthcare, engineering documentation, and media streaming—critical institutional knowledge remains trapped in unstructured, single-language video files. Finding a specific moment, troubleshooting step, or policy clarification requires tedious manual scrubbing across hours of footage. VocalScout transforms passive video archives into an active, multi-industry retrieval system by which anyone can asks a question via voice in their native dialect (e.g., querying in Hindi, German, or Japanese about an English procedural recording).The engine aligns speech down to the millisecond, running cross-lingual search over structured data without requiring prior translation or costly re-recording.It delivers a synthesized voice explanation directly in the user’s language to clarify the visual context immediately.

Category tags:

Voice Assistant, Video, Knowledge Base, Web Application, Assistant, Chatbot

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