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GrapeChat – the LLM RAG for Enterprise
LLM is an extremely hot topic nowadays. In our company, we drive several projects for our customers using this technology. There are more and more tools, researches, and resources, including no-code,...
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Integrating HVAC Control in Android with DDS
As modern vehicles become more connected and feature-rich, the need for efficient and reliable communication protocols has grown. One of the critical aspects of automotive systems is the HVAC (Heatin...
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Choosing the Right Approach: How Generative AI Powers Legacy System Modernization
In today's rapidly evolving digital landscape, the need to modernize legacy systems and applications is becoming increasingly critical for organizations aiming to stay competitive. Once the backbone...
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How to Design the LLM Hub Platform for Enterprises
In today's fast-paced digital landscape, businesses constantly seek ways to boost efficiency and cut costs. With the rising demand for seamless customer interactions and smoother internal processes,...
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Controlling HVAC Module in Cars Using Android: A Dive into SOME/IP Integration
In modern automotive design, controlling various components of a vehicle via mobile devices has become a significant trend, enhancing user experience and convenience. One such component is the HV...
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Integrating Generative AI with Knowledge Graphs for Enhanced Data Analytics
The integration of generative AI into data analytics is transforming business data management and interpretation, opening vast possibilities across industries. Recent statistics from a Gartner sur...
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From Silos to Synergy: How LLM Hubs Facilitate Chatbot Integration
In today's tech-driven business environment, large language models (LLM)-powered chatbots are revolutionizing operations across a myriad of sectors, including recruitment, procurement, and marketing....
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Exploring the Architecture of Automotive Electronics: Domain vs. Zone
The automotive industry is undergoing a transformative shift towards electrification and automation, with vehicles becoming increasingly reliant on sophisticated electrical and electronic systems. At...
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Addressing Data Governance Challenges in Enterprises Through the Use of LLM Hubs
In an era where more than 80% of enterprises are expected to use Generative AI by 2026, up from less than 5% in 2023, the integration of AI chatbots is becoming increasingly common. This adoption...
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Fleet Management Task with AWS IoT – Overcoming Limitations of Docker Virtual Networks
We’re working for a client that produces fire trucks. There is a list of requirements and the architecture proposal in the first article and a step-by-step implementation of the prototype in the se...
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Exploring Texas Instruments Edge AI: Hardware Acceleration for Efficient Computation
In recent years, the field of artificial intelligence (AI) has witnessed a transformative shift towards edge computing, enabling intelligent decision-making to occur directly on devices rather than r...
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How to Develop AI-Driven Personal Assistants Tailored to Automotive Needs. Part 3
Blend AI assistant concepts together This series of articles starts with a general chatbot description – what it is, how to deploy the model, and how to call it. The second part is about tailori...
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How to Develop AI-Driven Personal Assistants Tailored to Automotive Needs. Part 2
Making the chatbot more suitable Recently we’ve built a simple chatbot, using an Azure-hosted GPT 4 Turbo instance. It’s a great starting point, but we definitely need more to fulfill any busi...
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How to Develop AI-Driven Personal Assistants Tailored to Automotive Needs. Part 1
Artificial Intelligence is everywhere - my laundry dryer is “powered by AI” (whatever it means), and I suppose there are some fridges on the market that take photos of their content to send you a...
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Vehicle Fleet as IoT – Virtual Networks on Edge
In the earlier article, we’ve covered the detailed architecture of a fleet management system based on AWS IoT and on-edge virtual networks. Now, we can dive into implementation. Let’s create a pr...
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