How to build user authentication into your gen AI app-accessing database
Generative AI agents introduce immense potential to transform enterprise workspaces. Enterprises from almost every industry are exploring the possibilities of generative AI, adopting AI agents for purposes ranging from internal productivity to customer-facing support. However, while these AI agents can efficiently interact with data already…
Enhancing LLM quality and interpretability with the Vertex Gen AI Evaluation Service
Developers harnessing the power of large language models (LLMs) often encounter two key hurdles: managing the inherent randomness of their output and addressing their occasional tendency to generate factually incorrect information. Somewhat like rolling dice, LLMs offer a touch of unpredictability, generating different responses even…
AI-powered slide generation and formula assistant come to Gemini in Looker
Today’s business intelligence (BI) offerings are rapidly transforming into powerful, generative AI-driven data analysis tools that can be accessed by all members of your organization. Today, as part of that transformation, Google are bringing two key features of Gemini in Looker to preview: automated Google Slides…
Transforming the Developer Experience for Every Engineering Role
In today’s fast-paced software development landscape, ambitious goals, complex technologies, and shifting priorities can lead to frustrated developer experience. However, the pressure to deliver faster, operate efficiently, and maintain robust security continues to intensify. What if there was a way to break through those barriers?…
How Confidential Accelerators can boost AI workload security
As artificial intelligence and machine learning workloads become more popular, it’s important to secure them with specialized data security measures. Confidential Computing can help protect sensitive data used in ML training to maintain the privacy of user prompts and AI/ML models during inference and enable…
Exploring Google Cloud networking enhancements for generative AI applications
Many enterprises are exploring ways to incorporate the benefits of generative AI (gen AI) into their business. The 2023 Gartner® report We Shape AI, AI Shapes Us: 2023 IT Symposium/Xpo Keynote Insights, 16 October 2023 states that “most organizations are using, or plan to use, everyday AI to boost…
Build your own generative AI chatbot directly from BigQuery
Organizations today have access to a wealth of data, including customer information, financial records, operational logs, and more, which they aim to leverage for building new generative AI solutions. However, they face a number of challenges: Building and training LLMs requires significant technical expertise and…
Cloud Run: the fastest way to get your AI applications to production
It’s no secret that Cloud Run offers one of the most straightforward ways for delivering AI-powered applications to production, letting developers focus on their application logic without having to worry about the underlying infrastructure or how to scale from zero to millions of users. But did you…
Long document summarization with Workflows and Gemini models
With generative AI top of mind for both developers and business stakeholders, it’s important to explore how products like Workflows, Google Cloud’s serverless execution engine, can automate and orchestrate large language model (LLM) use cases. We recently covered how to orchestrate Vertex AI’s PaLM and Gemini APIs…
Creating marketing campaigns using BigQuery and Gemini models
Creating marketing campaigns is often a complex and time-consuming process. Businesses aim to create real-time campaigns that are highly relevant to customer needs and personalized to maximize sales. Doing so requires real-time data analysis, segmentation, and the ability to rapidly create and execute campaigns. Achieving…
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Recent Posts
- Can gen AI bring order to medical records? This startup is giving it a shot.
- AI’s Business Value: Lessons from Enterprise Success
- Modernization vs. migration for data workloads
- How to apply Google product management practices to your business
- VWO Partners with Cloud Ace to Deliver Scalable Experience Optimisation Solutions
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