CertifAI Labs: Industrial AI RAG Internship Program Building AI Resilience for Industry 4.0 This is not a traditional academic course. This is a hands-on, project-based internship designed to transform engineers into AI Architects . Participants will work through the lifecycle of an industrial-grade RAG system, applying it to real-world datasets like technical manuals, switchgear specifications, and safety protocols. Program Structure & Modules Week 1: Foundations & The Data Fabric Goal: Master the art of "Ingestion" for complex industrial data. Module 1: Advanced Data Ingestion & Refinement Processing unstructured PDF manuals, CAD metadata, and technical tables. Implementing Vision-RAG for analyzing industrial diagrams and P&IDs. Module 2: The Vector Ecosystem Selecting embedding models for technical domain-specific language. Hands-on with Vector Databases (Milvus/Chroma) and metadata filtering. Week 2: Precision Engineering for Retrieval Goal: Move bey...
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