{"id":17442,"name":"Video Summary AI Agent","purpose":"An AI-powered agent designed to automatically summarize local video content in real-time, serving as an efficiency tool for video workflows. This agent would leverage technologies like the reported SmolVLM2-2.2B to run on consumer GPUs and deliver meaningful summaries.","profitable":1,"date_generated":"Friday July 2026 15:38","reference":"video-summary-ai-agent","technology_advise":["Python","Difficult"],"development_time_estimation_mvp_in_hours":250,"grade":8.2,"category":"ai","view_count":22,"similar_ideas":[{"id":22600,"name":"Contextual AI Assist","grade":7.8,"category":"ai"},{"id":18497,"name":"AI Video Composer Pro","grade":7.5,"category":"devtools"},{"id":22772,"name":"ExecSummaryAI","grade":7.2,"category":"ai"},{"id":22928,"name":"Scheduled Summarizer","grade":8.1,"category":"ai"},{"id":14400,"name":"Agent’s Reel","grade":8.1,"category":"devtools"}],"source_headline":"Local Video Summarization Pipeline: Processing Frames with SmolVLM2-2.2B"}