Shrijeeth-Suresh commited on
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docs: add demo video section with YouTube embed in README

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  1. README.md +6 -0
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@@ -21,6 +21,12 @@ A unified Gradio-based web application for searching across multiple search engi
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  - **Easy Extension**: Add new search engines with minimal code.
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  - **API Key Support**: Bring your own API keys avoiding vendor lock-in.
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  ## About Gradio MCP
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  **Gradio MCP (Model Control Protocol)** is a standardized protocol that allows you to expose your Gradio app’s tools and interfaces so they can be called directly by Large Language Models (LLMs) and agentic AI systems. By launching your app with `mcp_server=True`, it becomes accessible as an MCP server, letting LLMs and compatible clients programmatically use your functions.
 
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  - **Easy Extension**: Add new search engines with minimal code.
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  - **API Key Support**: Bring your own API keys avoiding vendor lock-in.
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+ ## Demo Video
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+ Watch our project demonstration and learn how Web Search MCP works:
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+ [![Web Search MCP Demo](https://img.youtube.com/vi/l9Ir7O9F4hw/0.jpg)](https://www.youtube.com/watch?v=l9Ir7O9F4hw)
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  ## About Gradio MCP
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  **Gradio MCP (Model Control Protocol)** is a standardized protocol that allows you to expose your Gradio app’s tools and interfaces so they can be called directly by Large Language Models (LLMs) and agentic AI systems. By launching your app with `mcp_server=True`, it becomes accessible as an MCP server, letting LLMs and compatible clients programmatically use your functions.