As generative AI applications mature, retrieval-augmented generation (RAG) has become popular for improving large language model-based apps. We expect teams to move beyond basic RAG to autonomous agents and generative loops. We'll set up a Weaviate vector database on Google Kubernetes Engine (GKE) and Gemini to showcase generative feedback loops.

After this session, a Google Cloud GKE user should be able to: - Deploy Weaviate open source on GKE - Set up a pipeline to ingest data from the Cloud Storage bucket - Query, RAG, and enhance the responses

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Unleash learning's revolution with generative AI! This session equips you to upskill curriculums and reskill teams. We'll explore generative AI's potential, best practices for integration, and tools to track progress and measure impact. Identify skill gaps, develop reskilling plans, and empower developers with new skills. Leave ready to transform your programs.

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Companies often possess vast amounts of untapped data. This lightning talk demonstrates how AI can transform this data into actionable insights. Learn how to integrate Firebase and Firestore Vector Search to create a powerful AI-driven knowledge base, capable of directly answering user questions based on your Firestore data.

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Explore the capabilities of RoostGPT in our upcoming session, an innovative testing platform at the forefront of generative AI and Large Language Models (LLMs). RoostGPT is engineered to redefine test case generation, enabling the creation of detailed and accurate test suites without the need for manual effort. It facilitates the automated generation of Unit, API, Integration, and Functional tests, significantly increasing productivity and expanding test coverage. By attending this session, your contact information may be shared with the sponsor for relevant follow up for this event only.

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In this session, we’ll explore the art of writing effective, multi-turn AI prompts and how Gemini, our most capable AI model, can help you achieve more than you ever thought possible. We’ll cover how large language models (LLMs) work and how outputs are based on the quality of an input. We’ll share practical tips on what makes great prompts and best practices for drafting prompts in Gemini, Gmail, Docs, Sheets, and Slides. You’ll leave this session empowered to prompt like a pro.

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Have you ever wondered what it takes to build a unique multicustomer generative AI experience? How would you secure it? Scale it? Where would you start? This is the story of how our ambitious two-pizza team built an interactive custom LLM-powered chatbot in only two weeks. We'll cover what we learned, what we'd do differently, and what’s changed.

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Join this session to learn how Gemini in BigQuery can help you accelerate time to insights by enhancing productivity, and optimizing the cost and performance of data workloads.

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Paramount+ currently relies on manual processes to create the essential metadata and video summaries used across its platform. These elements are crucial for showcasing content and creating personalized experiences for viewers. Join us as we explore how the Paramount+ team harnessed the power of VertexAI Text Bison to streamline this process. Discover their approach using prompt engineering best practices and the impressive results achieved by automating these key content tasks.

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Empower your organization with the future of app development: no-code, AI-powered solutions built using Google AppSheet and Google Cloud AI. Business users will discover the ease of automating processes while IT leaders will learn to empower their teams and accelerate time-to-value through powerful AI integrations. Join us to discover how these innovative tools can transform your organization, enabling everyone to drive remarkable results and collaborate effectively across devices and data sources.

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Cultivating a belonging: Community through Cloud-based AI and Ancestral Intelligence. This session explores how artificial intelligence (AI), infused with emotional intelligence (EQ) and fueled by "ancestral intelligence" (the other AI), archived in the cloud, can create belonging. The cloud's capacity to store memories, emotions, and nostalgia can help us create our own AI legacy for future generations.

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Enterprise business processes span across a variety of different systems and platforms. Surfacing relevant business insights to enable informed decisions and drive business outcomes can be a tedious and time-consuming process. Google Cloud Cortex Framework brings generative AI insights from across your business, producing answers that reduce effort, cost and complexity in order to enable competitive differentiation. Learn how the combination of a consolidated and trusted data foundation with gen AI can provide a platform for innovation.

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Elevate your digital commerce strategy with the power of generative AI. Learn how to create intuitive, engaging experiences that drive customer satisfaction and sales. Explore how Vertex AI Search enables advanced semantic search and question-answering, allowing customers to find what they need effortlessly. Discover how you can modernize your websites and leverage conversational commerce to provide personalized support and guidance throughout the shopping journey.

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One of the biggest challenges in the era of generative AI is understanding how organizations can secure their AI use. Mandiant understands how threat actors are using gen AI and are targeting gen AI systems. Come hear expert thoughts on how to assess the security of gen AI implementations and training data, review applications built upon gen AI models, and provide end-to-end technical testing to validate the protections of gen AI pipelines.

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Generative AI poses the potential to accelerate the priorities of many small businesses. Identifying the right use case is the first step towards leveraging the benefits of generative AI. Learn from expert gen AI specialists, who meet with hundreds of startups and small businesses, on the most successful and practical applications in the industry today. Walk away with a tactical step-by-step guide for adopting gen AI and how to go from a point of contact to production efficiently.

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Join this candid chat on standardizing tech infrastructure, tools, and habits for cloud stability. Real stories, wins, and challenges of one-size-fits-all dev platforms. Learn for big shots, team leaders and everyday coders. Less glamorous, but crucial for a stable and speedy digital world.

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AI has transformative potential. But to deliver real value for the enterprise, AI must drive action—at speed, at scale, safely, and responsibly. In this session attendees will learn how the UiPath Business Automation Platform, together with Google's industry-leading cloud infrastructure and AI services propel businesses to new heights and fuel growth. By attending this session, your contact information may be shared with the sponsor for relevant follow up for this event only.

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Generative AI has the potential to transform the way we live, work, bank, and invest. In this session, we will share Google Cloud's perspective and specific use cases that can boost productivity and operational efficiency in banking. The session will also feature customer success stories and a discussion with banking executives at the forefront of using generative AI.

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Customers increasingly want to run multiple analytics and artificial intelligence (AI) use cases on a single copy of their data spanning lakes and warehouses. However, the fragmented nature of today’s analytics and AI systems poses limits with distributed data and metadata across different engines. Google Cloud now offers a unified storage and metadata experience. Learn how these new capabilities in BigQuery can help unify the data and data sharing across engines and how HCA Healthcare is using them within its data ecosystem.

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Dive into GitLab Duo's integration with Google Cloud to enhance your DevSecOps strategy. We'll demonstrate how GitLab Duo leverages Vertex AI for smarter, faster app development and deployment. This session offers direct insights into improving app security and efficiency in your cloud projects, showcasing GitLab Duo’s unique capabilities within the Google Cloud ecosystem. Perfect for developers and IT professionals seeking practical, scalable solutions for their software delivery challenges.

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Join us for this session where we will explore key MongoDB Atlas features including Data Federation, Atlas Triggers, and GraphQL API. We will also dive deep into MongoDB Atlas and Google Cloud integrations, such as Vertex AI and BigQuery, and how you can leverage these tools to build and scale your apps. Leave with actionable insights on how you can build with MongoDB Atlas on Google Cloud and explore what our Startup Program can do for you.

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