Rugas Technologies Private Limited

🚀 Shape the Future of Quality & Regulatory Management in Life Sciences!🌟 We are conducting a survey to gather insights on the evolving landscape of quality and regulatory management technology in the life sciences industry. Your expertise and input are invaluable! 🔍 What trends do you foresee in this critical field? 💡 How can technology drive better compliance and innovation? 📊 What challenges need to be addressed for a seamless future? Click the link below to participate in the survey. Your feedback will help shape the future of our industry! https://lnkd.in/g8HmFNfH Thank you for your contribution! hashtag #LifeSciences #QualityManagement #RegulatoryCompliance #TechInnovation #FutureTrends #Survey #QMS

Explore the transformative impact of Transformer architecture on contemporary chat systems! Stemming from the seminal work "Attention is All You Need," the incorporation of attention mechanisms within Transformers has sparked a paradigm shift in natural language processing. These mechanisms empower models to dynamically assess the significance of input tokens, thereby enriching their capacity to comprehend context and interdependencies. Within chat systems, Transformers demonstrate remarkable proficiency in capturing conversational nuances, consequently yielding more coherent responses. When confronted with the task of tailoring a language model to address specific challenges, we opted for a compact parameter language model to ensure compatibility with our system architecture. Through a process of retraining over our dataset, leveraging the advantageous feature of catastrophic forgetting, we successfully reset the model's weights while retaining the ability to customize it solely based on our data. #LLM #AI

Recently integrated the langchain framework into our LLM-driven projects, encompassing LangChain Templates, LangServe, and LangSmith. Langchain facilitates seamless communication between users and LLMs through vector databases, connecting with leading providers like Hugging Face, OpenAI, and Amazon Bedrock. Its functionalities span from agents to Retrieval-Augmented Generation (RAG), enabling advanced actions beyond simple chat responses. Despite challenges in text-triggered event implementation, langchain effectively overcame these hurdles. Retrieval augmented generation, a pivotal feature, enhances user interaction by delivering precise answers through semantic searches using vector embeddings. Additionally, we addressed a problem where user profiles were recommended based on skills, utilizing embeddings to bridge the gap between free-text queries and user-provided skills. The embedded profiles in our vector database were called using similarity metrics. Our end user had an LLM process all the required information to create an ideal profile, and embeddings similarity metrics sorted the recommended users. Integrating langchain with our customized knowledge base on platforms like MongoDB and Amazon Bedrock significantly enhances user experience. Langchain's versatility in working with various vector database types underscores its importance in our projects, facilitating smoother communication and advanced functionalities with LLMs.

Continuing our exciting journey on the development of our Dental X-ray imaging console - Pictoral - we have achieved an important image quality milestone by achieving a spatial resolution of 18 line pairs/cm which is 2 lp above the required 16 lp/cm !! Congrats to our young team, which is marching ahead in this exciting journey !! Pictoral is our upcoming X-ray dental imaging software developed by Rugas Technologies in partnership with Confident Dental Equipments Pvt Ltd. Pictorial is an AI ready platform which will add AI capabilities which will ease diagnosis of various Intra oral diseases. Stay tuned for more updates from this exciting journey !! #dentalcare #dentalhealth #dentalimaging

Excited to unveil a transformative wave of improvements in our app, marking a substantial stride forward in both user experience and functionality. Through the power of Machine Learning (ML), we've made substantial improvements to make our product more intuitive and user-friendly. From enhanced usability to the integration of cutting-edge ML features, this update represents a major refresh to the app's user interface. Our dedicated team has been hard at work, and we're thrilled to announce the addition of 15 new features in the past six months ! Stay tuned as we continue to push boundaries and deliver innovation that elevates your experience with our product. Contact us directly for a deeper dive into the magic of ML and explore how these innovations can elevate your experience. For a comprehensive overview, check out our website for the latest developments. #ML #Innovation #UserExperience #AppUpdate 

The introduction of GPT (Generative Pre-trained Transformer) models has completely changed how we use technology, especially when it comes to virtual assistants. Thanks to the advancements in machine learning and natural language processing, developers may now create personalized assistants that are suited to particular situations and requirements. Recently our team helped one of our esteemed clients to develop a custom conversational assistant. Presenting to you a custom made chatbot using the GPT model 3.5-turbo-0613 which can extensively store the context and can understand the needs of the user very well. A prompt is given to the chatbot by a user, the chatbot can comprehend the text and analyse and query the database and get the answer. It also has the capability to answer passive questions. We have fine-tuned our GPT-3.5 model, carefully tuned through OpenAI's platform which exhibits superior context retention and user comprehension. We also introduced novel techniques to handle token limits of the model to process the context .This advanced chatbot not only excels in context retention and user understanding but also leverages a sophisticated database querying system to provide accurate and contextually relevant responses. Additionally, its adeptness in handling passive questions showcases its nuanced comprehension and responsiveness, making it a highly intelligent and user-friendly conversational agent customised to answer queries in the client’s application domain. We are also now working on taking this to the next level by using Lang chains and more advanced models like GPT4 ! Talk to us if you want to learn more about this !! #openai #chatgpt #chatbot #llms #finetuning #genai

Excited to share that we have taken the first baby step of acquiring the first Digital X Ray image from Hamamatsu RVG sensor using Confident X-ray equipment in our Pictoral Dental imaging console software ! Congrats to our young team, which stuck to the job faced with many technical challenges! Pictoral is our upcoming X-ray dental imaging software developed by Rugas Technologies in partnership with Confident Dental Equipments Pvt Ltd. Pictorial is an AI ready platform which will add AI capabilities which will ease diagnosis of various Intra oral diseases.  Stay tuned for more updates from this exciting journey !! #dentalcare #dentalhealth #dentalimaging

The introduction of GPT (Generative Pre-trained Transformer) models has completely changed how we use technology, especially when it comes to virtual assistants. Thanks to the advancements in machine learning and natural language processing, developers may now create personalized assistants that are suited to particular situations and requirements. Recently our team helped one of our esteemed clients to develop a custom conversational assistant. Presenting to you a custom made chatbot using the GPT model 3.5-turbo-0613 which can extensively store the context and can understand the needs of the user very well. A prompt is given to the chatbot by a user, the chatbot can comprehend the text and analyse and query the database and get the answer. It also has the capability to answer passive questions. We have fine-tuned our GPT-3.5 model, carefully tuned through OpenAI's platform which exhibits superior context retention and user comprehension. We also introduced novel techniques to handle token limits of the model to process the context .This advanced chatbot not only excels in context retention and user understanding but also leverages a sophisticated database querying system to provide accurate and contextually relevant responses. Additionally, its adeptness in handling passive questions showcases its nuanced comprehension and responsiveness, making it a highly intelligent and user-friendly conversational agent customised to answer queries in the client’s application domain. We are also now working on taking this to the next level by using Lang chains and more advanced models like GPT4 ! Talk to us if you want to learn more about this !! #openai #chatgpt #chatbot #llms #finetuning #genai

Excited to share that we have taken the first baby step of acquiring the first Digital X Ray image from Hamamatsu RVG sensor using Confident X-ray equipment in our Pictoral Dental imaging console software ! Congrats to our young team, which stuck to the job faced with many technical challenges! Pictoral is our upcoming X-ray dental imaging software developed by Rugas Technologies in partnership with Confident Dental Equipments Pvt Ltd. Pictorial is an AI ready platform which will add AI capabilities which will ease diagnosis of various Intra oral diseases.  Stay tuned for more updates from this exciting journey !! #dentalcare #dentalhealth #dentalimaging

High Five Award achievement is a testament to your tireless efforts, strategic vision, and exceptional management skills. We are thrilled to extend our heartfelt congratulations... #highfive #awards #employeeengagement