European Centre for Medium-Range Weather Forecasts’ Post

It's been my pleasure and inspiration to work with people at the ECMWF in the past. If you wanted to get excited about what a brief for a chatbot could be this is it. So if this is your area or interest do apply.  Destination Earth is a digital twin of the earth using all sorts of data, models and the skills of genius people to allow us to be better prepared to respond to major natural disasters, test pathways for adapting to climate change and predict their socioeconomic impact. Users of DestinE, including non-scientific experts, will be able to access and interact with vast amounts of Earth system and socio-economic data in order to do things like: Highly accurate, interactive and dynamic simulations. Improve prediction capabilities to maximise impact. For example to protect biodiversity, manage water, renewable energy or food resources, and to mitigate disaster risks in a changing world. Assess the impact of existing environmental policies and legislative measures and support future evidence-based policy-making.

In the world of AI-driven conversations, it's important to optimize how our bots find and share information. While #LLMs are great at generating text, they can't always be relied upon for tasks like data retrieval or decision-making. in #RAG applications. The key contribution of RAG is the supplementing of non-parametric knowledge with the parametric knowledge of the LLM to generate adequate responses to user queries. That's where advanced techniques like query transformation and result re-ranking come in. By tweaking how we ask questions and sorting through results, we can make sure our bots give more relevant answers. This helps keep conversations on track and users happy. Additionally, platforms like #openai now support calling external functions. This means our bots can do even more, like fetching live data or performing complex tasks, all while chatting away. As we move forward in conversational AI, it's these small tweaks that will make a big difference in how useful and smart our bots become. Let's make our conversations count! 💬🤖 #ConversationalAI #ArtificialIntelligence #advancedRAG #OpenAI #Innovation #Chatbots #generativeai

🚀 𝗖𝗿𝗲𝗮𝘁𝗶𝗻𝗴 𝗮 𝗖𝗼𝗻𝘃𝗲𝗿𝘀𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗧𝗲𝘅𝘁-𝗕𝗮𝘀𝗲𝗱 𝗖𝗵𝗮𝘁𝗯𝗼𝘁 𝘄𝗶𝘁𝗵 𝗟𝗮𝗻𝗴𝗰𝗵𝗮𝗶𝗻 🚀 𝗟𝗟𝗠 - 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝟰 We're thrilled to present a new video where we build a conversational text-based chatbot using 𝗟𝗮𝗻𝗴𝗰𝗵𝗮𝗶𝗻. This chatbot leverages the power of Large Language Models (𝗟𝗟𝗠𝘀) to handle different chat sessions dynamically, allowing for personalized and continuous conversations. 💬 Watch the video now to see how the chatbot can manage multiple chat sessions effortlessly!  📂 Bookmark our GitHub repository to follow along with daily updates and try the code yourself.  🔧 If you encounter any issues while building your chatbot, don’t hesitate to reach out—we’re here to support your AI journey!  🔔 Follow our LinkedIn page to stay informed about our latest projects and developments. Join us as we explore the innovative world of AI, one project at a time. Let's build the future together! GitHub Link - https://lnkd.in/dQ-TjPmu #AI #LLMs #LangChain #Chatbot #ConversationalAI #ArtificialIntelligence #MachineLearning #AIInnovation #TechDevelopment #OpenAI #DailyProjects #Innovation #TechCommunity

🚀 AI Milestone Fun Fact 🚀 Did you all know that the very first chatbot, ELIZA, was created back in the 1960s? 🤖✨ It's incredible to think how far we've come since then—from early symbolic reasoning to today's sophisticated models capable of complex tasks and conversations 🌟 #AI #ArtificialIntelligence #Innovation #TechHistory #MachineLearning #web #ELIZA #model #Technology

Ai is the future

Hello everyone! I’m thrilled to announce that I’ve completed the Generative AI course from GUVI! 🚀 Gained valuable insights into Retrieval-Augmented Generation (RAG), transformers, and LLMs. Created a chatbot using real-time databases, gaining hands-on experience with data loading and transforming basic text into advanced, valuable content. Looking forward to leveraging these skills in the dynamic world of AI. Excited for what’s next! 🧠✨ #GenAI #AI #GUVI

Introducing Influx - Ai

Shifting from manual retraining of Google Translate AutoML to LILT's automated solution, the US National Weather Service was able to rollout urgent weather alerts into multiple languages for the first time. Learn more about the transformative journey with LILT! https://lnkd.in/ewryeDuS #ai #ArtificialIntelligence #EnterpriseAI

Shifting from manual retraining of Google Translate AutoML to LILT's automated solution, the US National Weather Service was able to rollout urgent weather alerts into multiple languages for the first time. Learn more about the transformative journey with LILT! https://lnkd.in/gASgn_mz #ai #ArtificialIntelligence #EnterpriseAI

What better way to take giant leaps on Leap Day than to always be learning! Happy Leap Day 2024!! 🐸 (And so many huge leaps happening with AI today!) #happyleapday #takegiantleaps #alwaysbelearning #artificialintelligence #growthmindset #thenextgiantleap