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We are excited to present a RAG Hardware + Software Bundle. This offer is aimed at customers seeking an on-premises RAG solution. The package includes the following items: LLM Gateway allows multiple LLMs connection Deepseek 70b LLM RAG Application Vector Database Server equipped with 2 x Nvidia L20 GPU Cards, 256GB Ram & 2 x 960GB SSD storage User Training RAG Software Features Host your own document Q&A : Supports multi-user login, organize your files in private/public collections, collaborate and share your favorite chat with others. Organize your LLM & Embedding models : Support multiple LLMs providers (Deepseek, OpenAI, Azure, Ollama) Multi-modal QA support : Perform Question Answering on multiple documents with figures and tables support. Advanced citations with document preview : By default the system will provide detailed citations to ensure the correctness of LLM answers. View your citations (incl. relevant score) directly in the in-browser PDF viewer with highlights. Supports Mindmap and documents preview features Mindmap

MCP changes the world! P (Model Context Protocol) is a standard way to connect AI models to data sources and tools. We have developed a specialized BACnet MCP server that is designed to perform comprehensive SCADA (Supervisory Control and Data Acquisition) network scanning. This server plays a crucial role in facilitating communication between various devices and applications within a building management system (BMS) that utilizes BACnet, a widely adopted communication protocol in building automation. The BACnet MCP server is engineered to systematically scan the SCADA network, retrieving essential data regarding the operational parameters of connected devices. Upon completion of the scanning process, the server generates a detailed report based on the returned results. This report is instrumental in guiding our customers in managing their BMS BACnet parameters effectively. By adhering to the specific guidelines provided by the customer, we ensure that the parameters are optimized for their unique operational requirements. Furthermore, this approach is not merely about data retrieval; it is strategically designed to target significant energy savings. By leveraging the insights gained from the network scanning and the subsequent management of BACnet parameters, we can implement adjustments that lead to more efficient energy consumption. As a result, our BACnet MCP server not only serves as a bridge between AI models and data sources but also plays a pivotal role in promoting sustainability and energy efficiency within building management. EMSD Guideline https://www.emsd.gov.hk/beeo/en/mibec_beeo_codtechguidelines.html

E Tag installed over 10 x AI cameras at HK CIC Trade Test Center (Aberdeen). For ease of the on-going support, no extra computer is required. The PPE detection AI software module is embedded in the AI cam already. The cam connects with an external alarm light and audio speaker. When a worker without helmet is found, the cam triggers an alarm light and broadcast an audio message to remind the worker wearing the helmet.

Central Kowloon Route (“CKR”) performs a data analysis based on CEDD concrete laboratory report documents. However, the data is embedded in a pdf file format. They have to input the data in an excel file and perform the data analysis manually. It is rather time consuming and the input process may cause human errors easily. ETag uses AI OCR technology to extract the data and automate the data processing. It greatly reduces data processing time and eliminates human errors. Highlights Data extraction from the pdf form by AI OCR Performs a data analytics from the extracted results Notify users for non-compliance exceptions Forms / Document storage on cloud

Dump Truck Management solution platform is used to view and manage the flow of trucks at the plant in real time. Access chit tickets (泥票) report after each load is delivered. A portable GPS device is provided and it is powered by dump truck cigarette lighter without installing on dump truck electrical circuit. The platform is deployed at MTR SIU HO WAN DEPOT PROPERTY DEVELOPMENT: OYSTER BAY STATION AND ASSOCIATED WORKS (CONTRACT NO.: 1731).

The Reconstruction of Pak Kok Pier on Lamma Island is a project to reconstruct the existing pier located at the northern tip of Lamma Island in Hong Kong. During the construction cycle, CEDD team used E Tag Smart Site Management Platform (SSMP) to monitor the construction progress and workers' safety.

As one of the Construction 2.0 projects spearheaded by the Water Supplies Department, Tseung Kwan O Desalination Plant aims to provide a stable supply of safe fresh water that will not be affected by extreme weather events. In its construction, highly efficient environmental management measures are implemented in conjunction with innovative digital technologies, including the flexible implementation of Building Information Modelling (BIM) and Artificial Intelligence Systems on CSmart Platform.

Joint work with ChunWo Construction & Engineering to deliver a BMS + IoT solution in ASD (建築署) project The project is located at Water Resources Education Center (WREC) of Water Supplies Department (WSD). By combining IoT and BIM technologies, ASD property team can monitor the site BMS BACnet data in real time via the web client. In case the BMS system triggers an alarm, the system displays the alarm data on the BIM model and states its possible root causes on the web client. For example, the water pipe is highlighted in the below picture when a water leakage alarm is received from BMS system.

E Tag delivered a number of IoT projects at HK Airport. The data is collected in real time and trigger a push notification on mobile device when a value exceeds a predefined threshold value. 1. Vibration measurement on Escalator motors 2. Vibration measurement on water pipe 3. Flow rate measurement on water pipe by ultrasonic sensor 4. Automatic Water Meter Reading

It is our pleasure to deliver a passenger counting solution for Citybus . A passenger counting sensor is installed on the upper deck counting the passengers in real time. The system facilitates passenger knowing the upper deck seat availability without going up. Based on the pre-defined inputs, the display presents the seat availability figure in different colors "Green - Normal", "Yellow - 10 Seats Below" and "Red - Fully Occupied". The passenger counting system is currently available on buses deployed to Route 20, 22, 608 & W1.

I am pleased to announce that E Tag is awarded by HK Airport Authority to deliver a BIM Asset Registration Tool. Because Hong Kong International Airport expansion and the Three Runway System (3RS) construction, the construction parties are requested to submit the asset data with building model together. The asset data schema is aligned with Airport Asset Management System ("AAMS"). BIM Asset Registration Tool Features: • The client can be deployed in an entry level PC. Targets general users • Supports IFC file format • Ease of data input operation • Performs the data binding between BIM elements ( GUID ) and asset items

Thank you for the invitation from Autodesk to present a topic of BIM + IoT. Traditionally, BMS is expensive and requires specialized installation, programming and maintenance. Using BIM + IoT monitoring a building, it greatly reduces the operating cost. The collected BMS data can optimize the building performance using your own way. Here is the ppt presentation material .