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LLM Lab for Smart Factory

Solving complex and overwhelming problems with AI

■ Features of This Software This is a basic application designed to support operations in factory production environments, developed for building generative AI applications tailored to the manufacturing industry. By customizing the source code, users can develop applications suited to their specific on-site operations. ■ Use Cases for Business Applications Convert time-series data into images to detect anomalies in the data (image classification) Combine time-series data with descriptive data to ask questions for anomaly detection and cause identification (questioning via VLM, using the Ollama VLM model) Automatically classify visual inspection image data (image classification using Vision Transformer) Ask questions about internal documents in PDF, CSV, or Excel formats (RAG using the Ollama LLM model) Extract text from images (OCR) Interact with general online generative AI services (conversation with ChatGPT) *For more details, please feel free to contact us.