Paula Polli’s Post

It’s time to empower engineers with #EngineeringIntelligence 🚀 Engineering Intelligence acts as an intelligent layer that integrates and connects data across all stages of the product lifecycle, by enhancing existing tools rather than replacing them. @SPREAD AI's Engineering Intelligence Graph combines various types of #AI technologies, including Graphs, Large Language Models (#LLMs), and advanced AI algorithms, into a comprehensive data model that represents the entire mechatronic system. To learn more about it, watch our video ⤵️

It’s time to empower engineers with #EngineeringIntelligence 🚀 Engineering Intelligence acts as an intelligent layer that integrates and connects data across all stages of the product lifecycle, by enhancing existing tools rather than replacing them. SPREAD AI 's Engineering Intelligence Graph combines various types of #AI technologies, including Graphs, Large Language Models (#LLMs), and advanced AI algorithms, into a comprehensive data model that represents the entire mechatronic system. To learn more about it, watch our video ⤵️

It’s time to empower engineers with #EngineeringIntelligence 🚀 Engineering Intelligence acts as an intelligent layer that integrates and connects data across all stages of the product lifecycle, by enhancing existing tools. SPREAD AI's Engineering Intelligence Graph combines various types of #AI technologies, including Graphs, Large Language Models (#LLMs), and advanced AI algorithms, into a comprehensive data model that represents the entire mechatronic system. To learn more about it, watch our video ⤵️

I've published a new article on LangChain Chains - your secret weapon for creating powerful, multi-step AI applications. Here's what we'll cover: ✅ Simple Chains: Learn how to interact with LLMs (like GPT-4) for tasks like text generation and summarization. ✅ Sequentional Chains: Combine multiple LLMs to create sophisticated workflows for question-answering, data analysis, and more. ✅ Custom Chains: Unleash your creativity and build your chains for unique applications. ✅ Transform Chains: for modifying or processing the output of one chain before passing it to another chain. ✅ Chain: dynamically selects which chain to use based on its input. To learn more, click the link below to access the full tutorial (with code examples!) published in AI Advance Publication. #langchain #generativeai #llms

As we mark two years since the dawn of Gen AI, I'm thrilled to witness the profound impact it's having on how we harness technology to drive efficiency and solve complex business problems. The journey so far has been just the beginning. What I am excited about: ✅ InstructLab - By allowing us to fine-tune models on top of their existing knowledge, we'll unlock unprecedented levels of accuracy and relevance. 🎾 small LLMs - Small LLMs (Large Language Models) are poised to become the workhorses of Gen AI. These compact, task-specific models will deliver faster, cheaper, and more effective solutions to your business challenges ⏰ time-series models - It's not just about language; it's about harnessing the power of various types of data to drive business outcomes. 🌎 geo-spacial models - By mapping solutions onto the physical world, we can tackle environmental challenges, optimize logistics, and unlock new opportunities to improve Remember: the focus is on the business problems we want to address and the users who will be impacted by a change in technology. What we "should" build, not just what we "can" build. #GenerativeAI #LLMs #JenAI #genAI #foundationModels #InstructLab

Engineering blog: How we solved Large Language Model testing at scale ⏳ In our first engineering blog post, Arjun Narula shares how we tackled a critical challenge in AI development: cost-effective and robust LLM API testing. When scaling our AI product, we faced a $7,000 per test cost for simulating real-world usage. Our solution? A custom mock API that precisely replicates Anthropic API behavior, allowing continuous, comprehensive testing without breaking the bank. Read the full technical deep-dive on our blog via the link in comments! 👉 #AIEngineering #Engineering #RobinAI

Ready to dive into the world of language models? This article is your perfect starting point… hashtag#LLMs are revolutionizing the way machines understand and interact with human language. Whether you're a tech enthusiast or a seasoned professional, understanding these models is crucial in today’s AI-driven world. This article takes you on a journey through the evolution of language models, their significance in machine learning, and the exciting possibilities they unlock. Don’t miss out on the chance to deepen your knowledge and stay ahead in the ever-evolving tech landscape. 👉 Read the full article to learn more. https://buff.ly/3yLuWOT 💬 Have a unique insight? Share it in the comments! #innovation #technology #machinelearning #GenAI #LLM