Editor’s note: The post is part of a series showcasing our partners, and their solutions, that are Built with BigQuery. Data collaboration, the act of gathering and connecting data from various sources to unlock combined data insights, is the key to reaching, understanding, and expanding your audience. And enabling global businesses to accurately connect, unify, […]
GCP – Introducing sample GenAI Databases Retrieval App – augment your LLMs with Google Cloud databases
Today we are announcing the open-source GenAI Databases Retrieval App, now available on GitHub. This project is a sample application that demonstrates production-quality practices for using techniques like Retrieval Augmented Generation (RAG) and ReACT to extend your gen AI application with information from Google Cloud databases. Large language models (LLMs) have become increasingly powerful and […]
Workflows is a versatile service in orchestrating and automating a wide range of use cases: microservices, business processes, Data and ML pipelines, IT operations, and more. It can also be used to automate deployment of containerized applications on Kubernetes Engine (GKE) and this got even easier with the newly released (in preview) Kubernetes API Connector. […]
Many customers use Filestore for stateful applications running on Google Kubernetes Engine (GKE). For background on the benefits of using the two together, please see this blog. Filestore, Google Cloud’s fully managed file storage service, is a multi-reader, multi-writer solution that is decoupled from compute VMs, making it resilient to VM changes/failures. Filestore’s Enterprise and […]
Stop, visualize and listen, our Looker hackathon is back with a brand new edition. This December 5th, we are kicking off Looker Hackathon 2023, a virtual two day event for developers, innovators and data scientists to collaborate, build, learn and inspire each other, as you design new innovative applications, tools and data experiences on Looker […]
LangChain is a popular framework that makes it easy to build apps that use large language models (LLMs). LangChain recently introduced LangServe, a way to deploy any LangChain project as a REST API. LangServe supports deploying to both Cloud Run and Replit. I asked Nuno Campos, one of the founding engineers at LangChain, why they […]
Google Cloud’s Apigee API Management allows the freedom to deploy your APIs anywhere — in your own data center or public cloud of your choice — by configuring Apigee Hybrid. You can host and manage containerized runtime services in your own Kubernetes cluster for greater agility and interoperability while managing APIs consistently with Apigee. Until […]
Money laundering and organised crime often go hand in hand. It is estimated that between 2%-5% of global GDP, or up to $2 trillion a year, is laundered each year as criminals attempt to conceal the illegal origins of their money. As one of the world’s largest banks, HSBC implements robust controls to prevent criminals […]
Shared VPCs adhere to the principle of least privilege, where only the centralized network and security teams have permissions to create and manage the networking infrastructure in the host project. Developers, on the other hand, only have permissions to deploy compute, storage, and other resources in the service projects. This approach works well in scenarios […]
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When making changes to Terraform code that requires no alteration to deployed resources, the Terraform state needs to be updated. This process requires removing Terraform state, updating the Terraform code, then re-importing Terraform state from the existing resources. One of the times you might need to perform this operation is when there are new Terraform […]
In this post, we’ll be showing how to manage BigQuery costs with budgets and custom quota – keep reading, or jump directly into tutorials for creating budgetsor setting custom quota! Early in your journey to build or modernize on the cloud, you’ll learn that cloud services are often pay-as-you-go; and running analytics on BigQuery is […]
If you’ve had the chance to chat with Bard or another conversation AI tool in the last year, you probably, like me, walked away with a distinct impression that services like these are the future of enterprise technology. As new generative AI capabilities continue to become more readily accessible, you might now be wondering where […]
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Google Cloud BigQuery is a key service that helps you create a Data Warehouse that provides the scale and ease of querying large data sets. Let’s say that you have standardized on using BigQuery and have set up data pipelines to maintain the datasets. The next question would be to determine how best to make […]
Cloud Spanner is a fully managed, mission-critical, relational database service that offers transactional consistency at global scale with automatic, synchronous replication for high availability. Customers can connect their application to Spanner using Google built and supported open source Client Libraries. If you use any of the Spanner Client Libraries and you’re facing an issue where […]
Software designers often need to model “real-world” entities such as organizations, managers, employees, etc. As part of this modeling, many-to-many relationships pop up often. They’re used to represent relationships where entities on both sides can have multiple related instances, e.g. a manager having multiple direct reports and an individual contributor with multiple dotted line managers. […]
We should chat. Effective communication is the key to success, especially in today’s rapidly evolving business landscape. Good communication forms the foundation for collaboration, innovation, and high-performing teams. Our DevOps Research and Assessment (DORA) and Project Aristotle research demonstrate how effective communication, defined as the capacity to willingly share information and perspectives in an open […]
Amazon Personalize is excited to announce the new Next-Best-Action recipe to help you recommend actions that your users have a high probability to take in real-time. Expanding beyond the items or content that Personalize has allowed customers to recommend, this new recipe assists you in determining the next best actions to suggest to your individual users […]
AWS IoT SiteWise now supports Asset model components to help industrial customers create reusable components to derive new asset models and express variations easily. Read More for the details.