Mastering MCP Client GUI Integration: FastAPI Connection & Streamlit Setup
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Today on Alejandro AO's channel, we witness the creation of a magnificent MCP client GUI that mirrors a specific design with remarkable precision. The task at hand? Integrating LamaIndex with ChromaDB using the powerful GetDocumentation tool through an MCP server. The process unfolds seamlessly as the client sends a query, receives a response, and presents the user message, tool call, input parameters, tool result, and assistant response in a mesmerizing display of technological prowess.
In a thrilling twist, Alejandro AO hints at connecting this cutting-edge front-end to a FastAPI application introduced in a previous video. The FastAPI app boasts an endpoint for queries, offering a comprehensive array of messages including the user query, tool call, tool response, and assistant message. The stage is set for a seamless integration that promises to elevate the user experience to new heights, all with just a few lines of Python code.
As the Streamlit application takes shape, session state variables are initialized, the API URL is defined, and the page configuration is meticulously set up. The chatbot class emerges as the hero of the narrative, deftly interacting with the API, fetching tools, and displaying them in the UI sidebar. The chat input feature allows users to engage in dynamic conversations, sending queries to the API and receiving real-time responses that enrich the user experience in ways previously unimagined.
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Image copyright Youtube
Image copyright Youtube
Image copyright Youtube
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