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Overview
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Explore MinIO's AIStor capabilities through comprehensive demonstrations of three key AI-focused features designed to streamline AI workloads and data management. Learn how AI Hub provides a Hugging Face-compatible repository for securely storing and managing private AI models and datasets within the AIStor environment, enabling developers to deploy fine-tuned models without public exposure while leveraging familiar ecosystem tools. Discover PromptObject functionality that integrates GenAI capabilities directly into the S3 API, allowing developers to use the "prompt" function for LLM-based extraction of specific data from unstructured objects and transformation into structured JSON format for seamless application integration. Understand how this approach can eliminate the need for separate RAG pipelines in many scenarios while remaining compatible with existing RAG implementations. Examine the AI Store MCP server implementation that enables sophisticated agentic workflows, allowing AI agents to interact with MinIO-stored data through automated bucket listing, image information extraction, data tagging, and cluster visualization creation. Gain practical insights through live demonstrations using cloud desktop environments that showcase real-world applications of these technologies for enhanced data accessibility and automated data management and analysis workflows.
Syllabus
AIStor - PromptObject, AIHub, and MCP Demos with MinIO
Taught by
Tech Field Day