KX

Discover a new approach to text classification that merges the text-to-text transfer transformer (T5) model with nearest neighbor search, re-ranking results based on rich semantic meaning. In this article, you'll learn: 📊 How the T5 model is used to generate text embeddings with semantic depth 🔍 The role of nearest neighbor search in refining classification results 💾 How to leverage vector databases for enhanced text classification 🧠 Practical insights into combining AI models with powerful data management tools Ready to get started? Read the full article here: https://lnkd.in/eXBbGuK8 #AI #Datascience #AImodels #Machinelearning #Vectordatabase #KX

Introducing three new members of the #KXperts developer advocacy program ⭐ These members are active community contributors that have created blogs, trained other developers, and answered questions in our forums. Our newest Gold member, Jemima Morrish, has been a rising star in the world of kdb+ and KX dashboards. She posts regular tips and has shared her journey from the get-go. A great channel for new KX developers to learn and grow from. Ravi Raninga has been working with kdb for over 17 years, and has trained multiple kdb developers. He is an active contributor to the K4 listbox and community. Sujoy R. loves designing and optimizing code. You may have seen him on our KX community forum where he answers lots of questions and provides help for other developers. Please join us in welcoming these new members! If you want to chat with them, you can find them on our community Slack at https://kx.com/slack. If you'd like to apply to KXperts yourself, you can fill out an application form here: https://lnkd.in/eNGdU_cU

💡📊 Check out this Q&A with our Chief Product and Engineering Officer, Michael Gilfix, as he discusses the future of GenAI and vector databases with Roberto V. Zicari. In this conversation, Michael explores: 🔍 How RAG architecture and advanced search capabilities are driving new use cases in capital markets. 🚀 What the future holds for GenAI as organizations move beyond 'surface level' usage to transformative applications. 🧠 New features like hybrid search and temporal similarity search (TSS) that are setting benchmarks in the industry.    Read the full Q&A session at ODBMS.org: https://lnkd.in/e44jyFCT #KX #ODBMS #GenAI #vectordatabase #AI #Datamanagement #HybridSearch #Innovation #Data

Ashok Reddy recently took part in webinar hosted by NVIDIA where he discussed the transformative impact of next-gen analytics and AI on capital markets. Here are some of the key takeaways from the session: ⭕️ Take a holistic approach to AI 👍 Ensure you have AI-ready data 🛑 Manage risk and compliance with AI ⚡️ Focus on high-performing technologies 🏭 Build AI factories Watch the full webinar here: https://lnkd.in/eBWXQArd #KX #Trading #CapitalMarkets #GenAI #Fintech #Innovation

Speed and accuracy are crucial when backtesting trading strategies. This blog identifies the essential components your analytics stack needs to assess the viability of your trading hypotheses and get watertight strategies to market quickly. 💪 The key is a high-performance, scalable analytics system that allows you to test and iterate faster than your competitors ⏱️ Combining real-time streaming data with a time-series view of historical data means you can backtest your trading strategies against past market conditions, assessing their viability against previous trends and behaviours 🧠 Fusing structured data with unstructured data for vector-based analysis during the backtesting process is providing deeper insights and new opportunities to gain an analytics edge Read the full blog here: https://lnkd.in/g3gicqv9 #KX #capitalmarkets #backtesting #Trading #DataAnalytics #Finance

Follow #KXpert Jemima Morrish to learn how to boost your skills with KX Dashboards! Jemima posts regular tips and tricks for visualizing your historical and real-time data for business decision-making. Leveraging the skills she teaches helps create user-friendly interfaces that expands the value of your data analysis across your organization.

In this edition of the KX Pulse newsletter we explore the different ways next-gen analytics and AI systems are being used to enhance enterprise decision-making ⚡️. In this issue you will learn: How to build a responsive and adaptive “enterprise nervous system” 🧠  The role of AI databases in data-driven decisions 🤖 How advanced analytics are enhancing financial trading strategies 📈 A systematic approach to choosing the right embedding model 🤔 Grab a coffee and enjoy ☕️

The more you observe and interact with the capital markets, the more you move capital markets. In our webcast Conor Twomey and Mark Palmer discuss post-trade reporting and the benefits that advanced analytics provide in helping you identify opportunities and understand market impact. Other key discussion points: 📊The impact of high-frequency, low-latency data on decision-making 📈Innovative trading applications for trade execution and continuous risk management 🤝 How fusing structured and unstructured data improves insights Watch now: https://lnkd.in/eb_bhau6 #AI #Webinar #KX #Fintech #DataScience #Trading #Finance

In case you missed our panel discussion on kdb+ Architecture, #KXpert Alexander Unterrainer has written a useful summary on the DefconQ blog 👉 https://lnkd.in/ghzrPn9Q The discussion covers: - New KDB+ Architecture Course on KX Academy - Plain Vanilla Tick Setup - Derived Analytics - Load Balancing & Gateways - Disaster Recovery - Chained Tickerplants - Intraday Writedown - Database Best Practices. The session is packed with useful info for developers of all levels. Check it out and let us know your thoughts / what you would like to hear about in future sessions!

Just as a software stack is built in layers, an AI stack consists of an infrastructure layer, a model layer and an application layer on top. It needs to process and analyze AI-ready data and combine integrated tools, libraries, and solutions to create applications with generative AI capabilities. Ashok Reddy weighs in on the importance of high-performance AI databases for navigating the AI stack effectively in a recent article by Adrian Bridgwater on Forbes. Key insights on the AI stack include: 💡Importance of bringing on the right partners  ⚙️The varying components/layers 🛠️The role vector databases play 🔮Future Outlooks Read more on the AI stack as an entity here: https://lnkd.in/eH25bwTA #AI #KX #Innovation #DataScience #Pinecone #Matillion #Datamanagement