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YouTube Video Analysis Suite
Shows how to build a YouTube analysis suite with LangChain, extracting transcripts, generating knowledge graphs, performing sentiment and topic analysis, visualized in Streamlit.
This session presents a complete walkthrough and live demo of the YouTube Video Analysis Suite, a modular, AI-driven toolkit that transforms any YouTube video into structured, actionable insights. Using MCP (Model Context Protocol), the suite performs advanced tasks like transcript extraction, knowledge graph generation, sentiment and topic analysis, and note creation—all orchestrated through a natural language chat interface and visualized via a Streamlit dashboard. The talk will cover architecture, prompt design, deployment with Docker, and real-world applications in education, research, and content intelligence.
AI-powered YouTube analysis toolkit uses MCP, Streamlit for comprehensive video analysis.
Medium is a web publishing platform using analytics, handling server errors.
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