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the-ai-merge/multimodal-agents-course

A free open-source course teaching how to build MCP multimodal agents that process video, images, audio, and text using Pixeltable, Groq, and Opik.

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The Kubrick Course is a collaborative educational resource from The Neural Maze and Neural Bits, designed to teach developers to build production-ready AI agent systems. The course focuses on Model Context Protocol (MCP) to connect agents with external tools and data sources. Learners build a complete multimodal agent using FastMCP for the server side, a custom Groq-powered client, Pixeltable for video and multimodal data processing, and Opik for observability and prompt versioning.

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