Supports RAG over audio, video, images and text!

Daily Dose of DS offers a daily dose of inspiration, education, and motivation for data scientists and aspiring data professionals. Through bite-sized articles, tutorials, and curated resources, readers embark on a journey to master the art and science of data analysis, machine learning, and artificial intelligence. By staying updated with the latest trends, techniques, and tools in data science, readers can hone their skills and stay ahead in this rapidly evolving field.

Daily Dose of Data Science | Avi Chawla | Substack

A comprehensive guide to building an MCP (Model Context Protocol) server that enables multimodal AI capabilities across text, images, audio, and video. The tutorial demonstrates using Pixeltable as the multimodal AI infrastructure and CrewAI for orchestrating agent workflows. The system includes specialized agents for different modalities, a router agent for query classification, and a synthesis agent for response generation. The implementation supports RAG (Retrieval-Augmented Generation) operations across all media types through Docker-deployed MCP servers.

Build the Ultimate MCP Server for Multimodal AI

<p>Working on an MCP server. This tutorial indeed helps. Thanks</p>
