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Agentic AIintermediate

YouTube Content Creation Agent

YouTube Content Creation Agent is a cutting-edge, Streamlit-based application designed to streamline the research and content creation process for video creators. By combining real-time search capabilities with advanced large language models (LLMs), it allows users to go from a simple topic query to a polished short-form video script in seconds.

10 lectures

What You Will Learn

Master building AI-powered content creation pipelines using Google Gemini and real-time search APIs.
Implement a modern web interface using Streamlit with custom CSS theming and glassmorphism design.
Understand how to integrate the Tavily Search API for real-time web data retrieval and summarization.
Gain hands-on experience with Google's Gemini 2.0 Flash model for text summarization and creative script writing.
Learn to expose application logic as tools via the Model Context Protocol (MCP) using FastMCP.

System Architecture

YouTube Content Creation Agent Architecture Diagram

High-level architecture overview of the YouTube Content Creation Agent .

What You'll Build

  • A "YouTube Content Creation StoryForge Agent" capable of researching any topic and generating short-form video scripts.
  • A real-time research pipeline that fetches the latest information from the web and summarizes it using an LLM.
  • A Streamlit-based web dashboard with a premium dark-themed UI for interactive content creation.
  • An MCP server that exposes research and scripting tools for integration with AI agents like Claude Desktop.
  • A downloadable script generator optimized for YouTube Shorts and Instagram Reels.
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