Intelliarts

Large Language Models (#LLMs) are already a huge game-changer across business domains. But you know what can make it even more impactful? Retrieval Augmented Generation (#RAG) technology.💡It levels up LLMs, offering higher performance and better business efficiency when adopted in real-life processes. What’s the best thing about it?🔥You can already start incorporating RAG in your AI systems! In our newly published research paper, we covered these key aspects of adopting RAG in business: ✅Switching from LLMs to RAG ✅RAG benefits for LLMs ✅How RAG works in LLMs ✅10 practical applications & real-life examples ✅Implementation tips from experts ✅How to get started with RAG With this research, we aim to raise awareness of RAG and LLM technologies in general and help C-level executives and business owners form a strategy for implementing them in the near future. 👉Curious already? Download your copy of our white paper at the following link: https://lnkd.in/etG8wGyj #BusinessEffiency #LLM #AI

✨ The world sparkles with holiday cheer, and the Christmas spirit not only inspires us but also reminds us of the joy that comes from, among other important things, collaboration and shared achievements. 🎄This #Christmas, the Intelliarts team sends heartfelt wishes to everyone who’s been part of our journey — customers, partners, colleagues, and friends. Your trust and support have been the brightest gifts of our year. May this season bring you warmth, inspiration, and the promise of new opportunities. Merry Christmas from all of us at Intelliarts! 🎉🎅

#GenerativeAI is probably one of the most trending technologies as of the end of 2024 and potentially beyond. It’s vastly used across industries, including #Marketing ✅ From content creation automation to dynamic advertisement, customer journey mapping, and personalized marketing campaigns, Generative AI can offer it all and more. 👉Still, having the technology available is just the beginning. Among the best, non-obvious practices for implementing #GenAI in marketing are mapping AI capabilities, optimizing data management, and establishing continuous learning. Explore other intricacies and nuances related to using Generative #AI in marketing from the blog post by Intelliarts. The text is available at the following link: https://lnkd.in/e8_UFFGa #DigitalTransformation #Business #Technology

💡 As winter evenings grow longer, many of us cozy up with entertainment content—whether it’s gaming, movies, or streaming our favorite shows. But have you ever wondered how #AI is reshaping the way we experience these moments of joy? 🔥Well, let’s find out! ✅Digtal avatars. Avatars are not an innovation by all means. But AI-generated #DigitalAvatars or “digital humans” is something more trending as of the end of 2024. Avatars of famous persons can be used to rapidly create promotional or educational content from a plain text script. Statistics Emojis | 📊📈🚀🎯 ✅Synthetic voice. Over the past year, celebrity voice generators conquered their niche. 🚀While often seen in negative light because of deepfakes, the technology can be used in film and game making to recreate the voices of actors who are unable to keep working on a project. ✅AI generated scripts. Actually, the Writers Guild of America (WGA) wants to restrict the use of AI writing in film and TV scripts, claiming that they don’t want to feed their material to AI engines and fix poorly created drafts.❌ However, AI-generated materials are probably the only way for smaller-sized studios to level up the field and become more competitive, offering us experimental bits of content, which is definitely a nice thing to experience. 👉You may explore these AI applications in the entertainment industry in detail and discover about others from the corresponding publication at the World Economic Forum blog. https://lnkd.in/e3J2km-d #Entertainment #Innovation #IT

Projections indicate a 20% increase in electric vehicle sales in the US in 2024. 📊Globally, the situation is similar. It doesn’t come as a surprise that automakers, ranging from Ford to Porsche, are broadening their product portfolios and introducing an expanded range of #EV models. 🔥There’s a range of unique challenges for automakers, as well as new, #AI driven opportunities they have to leverage. Above everything, automakers struggle with: ✅Legacy manufacturing techniques ✅Meeting consumer preferences ✅Balancing the imperative for innovation with constraints of existing infrastructure 👉Luckily, based on current technological advancements and market trends, the trajectory of EV adoption appears poised for exponential growth. As such, AI-driven navigation systems and autonomous capabilities stand a good chance to revolutionize private and public transit in the near future. 💡As Steve Richmond, Forbes Council Member claims: “The future is electric. With Tesla leading the charge and traditional automakers following suit, the stage is set for a paradigm shift in transportation.” 👉Should you be interested in exploring the topic, access the EV fleet management success story by Intelliarts at the following link: https://lnkd.in/dNKsH8S7 #Emobility #DigitalTransformation #RenewableEnergy

Retrieval Augmented Generation (RAG) is an #AI framework that combines retrieval models with generative models to produce accurate, contextually relevant responses.💡It’s one of the most recent practices in ML development to utilize RAG when it comes to higher-complexity AI systems. 👆Let’s have an insight into how #RAG actually operates on data as a part of a Generative AI app. The infographics attached show that a user prompt is processed by retrieval models accessing structured and unstructured data. ✅The gathered data enhances the prompt, which is then fed to a generative model (LLM) to produce a contextually informed response. 👉Want to explore how RAG works from a technical standpoint and how to utilize it in business? Access the corresponding blog post by Intelliarts at the following link: https://lnkd.in/eJfJTNXg #BigData #MachineLearning #DataScience

#TechnologyConsulting is easily one of the most demanded services in the #IT industry. ✅ With external expert assistance, companies intend to obtain strategic insight into their software, infrastructure, and processes and how to reinforce them. 👉Having a great technology consulting partner is half the battle, so In the latest blog post, an Intelliarts expert shares guidelines for choosing the best technology firm, a list of reputable consulting partners suited to different business sizes, and Intelliarts consulting success stories.  Explore the post at the following link: https://lnkd.in/d9eS2msi  #DigitalTransformation #Business #Technology

💡Intelliarts offers to assist companies with their #CloudTechnology through our expertise and experience. Among other #TechConsulting lines, we provide cloud strategy and advisory services. 👉Cloud strategy and advisory. We evaluate the state of your #CloudInfrastructure and identify risks and bottlenecks as well as opportunities for improvement in accordance with your project needs and objectives. Within the scope of cloud strategy and advisory services, our engineers can: ✅Develop strategy for cloud migration, cloud-native apps, and data warehouse architecture ✅Create a detailed implementation plan for cloud initiatives, with defined skills required, TCO, and ROI estimation ✅Migrate legacy infrastructure to the cloud with the help of refactoring, re-platforming, and rehosting 👉Contact the Intelliarts team via the link below should you need cloud strategy and advisory or other of our consulting services: https://lnkd.in/etNZXip6 #DigitalTransformation #Technology #IT #Development

💡The ML team created a demo of a #ComputerVision model. It's designed to detect damage in wind turbines, in particular, scratches, dents, and other visible turbine blade deteriorations. The model operates on regular images of wind turbines. ✅It indicates the damaged area, outlines it, and shows the approximate accuracy of anomaly detection. 👆You can see how the demo works in the video attached. 👉Besides, we welcome you to give our wind turbine damage detection model a try yourself! Demo can be accessed at the following link: https://lnkd.in/eANgxgT2   #RenewableEnergy #AI #Innovation

In #ML development, the quality of data is paramount, which is fully reflected in the Garbage-in-Garbage-out (GIGO) rule.✅ #DataPreprocessing is how you can ensure the higher quality of any data you intend to use for training and testing your model. 👆Find the top 6 best practices for data preprocessing in #MachineLearning infographics attached. 👉Want to learn more about the GIGO rule and explore data processing in greater detail? Access the corresponding blog post by Intelliarts at the following link: https://lnkd.in/eARgJwrq #BigData #AI #Development #DigitalTransformation