This next-generation semiconductor AI Applet MCU (Microcontroller unit) is a core security technology for the next-generation mobility industry, based on object intelligence technology that enables the system to detect malfunctions on its own.

AI S/W products
provided by UnionPlace
Union CodeSense (AI Vibe Coding)
Union CodeSense is a generative AI product that provides developers with Vibe coding capabilities for easy code development. Utilizing proprietary sLLM and RAG, it is available as an on-premise, installable version, allowing companies to develop within their internal private network without leaking their source code to the internet.
Key features include:
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It provides a convenient chat-style communication UI by installing a plug-in software in the developer editor.
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It builds an AI Agent framework on the server and provides functions such as summarization, communication, and procedural response through prompt technology. It also provides functionality for integrating sLLM and RAG.
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It packages proprietary sLLM and RAG to run on GPU servers.
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It provides a monitoring and management system for managing multiple developers. It allows for GPU and server resource management, user permission management, and sLLM connection settings.

Union OmniSense (Customized AI AGent using RAG & sLLM)
Union OmniSense is a proprietary sLLM developed by Union Place. It utilizes multiple foundation models to develop fine-tuned sLLMs tailored to various purposes. This process fine-tunes data to suit the customer's specific needs and connects it to RAG, helping customers build their own sLLM.
Key Features
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Provides a variety of sLLM parameters (up to 120B)
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Fine-tuning sLLM to suit the nature of the task
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Building RAG data tailored to the customer's task
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Developing specialized AI agent products linked to this framework

Union DataPro (RAG data processing) : Coming soon
Union DataPro is a product that simplifies RAG data processing. Specifically, the RAG product standardizes various documents (PDF, Word, etc.) and provides technology for indexing data using an embedding model.
For embedding data in RAG, Union DataPro provides functions that facilitate tasks such as data classification and chunking. Customers can easily create RAG-specific data by setting up documents and performing simple classifications.
Key Features
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Data Collection Function
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Data Classification Function
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Data Chunking and Refining Function
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Data Embedding Model Integration Function
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Data Indexing and Vector Database Integration Function
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Automated Data Collection Scheduling

Union TTSPro (Text to Speech creation) :Coming soon
LLM technology requires the ability to convert text to speech when necessary. We possess proprietary technology to convert text to speech and generate voices tailored to the customer's data characteristics. We provide APIs that generate voices for male, female, infant, and senior citizens, and activate the voice upon text input. We possess the core technology to enable custom development tailored to customer needs.
Key Features
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Generating Text-to-Speech Voice from Large Data
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Converting Text to Speech
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Securing the Voice with Watermark Insertion

Union MLSense (data analysis and inference)
MLSense is a lightweight MLOps product. It can be installed and operated on a single GPU-based server. Data planners or data analysts organize their datasets and input them into the product, which then provides the ability to select from a variety of deep learning and machine learning algorithms and perform data training and inference.
The product itself handles temporary dataset storage, training, inference, and permission settings, and provides the inference results as a dataset to the user. While it's effective for cost-effective, compact MLOps functionality, it also offers scale-out capabilities that allow for expansion across multiple servers, enabling high-volume deployments.
Key Features
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Dataset Upload Function
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Machine Learning and Deep Learning Algorithm Configuration
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Data Training Function
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Data Inference Function
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User Permission Management Function
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Web UI-based User and Administrator Function
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Analysis and Inference Results Dataset Output Function

