How to make sure single instance of Workflow is running
we are planning to migrate pipeline that are running from composer to workflows. We have a lot of steps like1....
Serverless
Explore topics and ask questions about serverless computing, including product conversations around Cloud Run, Cloud Functions, App Engine, Workflows, and Eventarc.
Forum Posts
Can eventarc include custom parameters in the event payload?
Good day, I was wondering if it is possible that appart from the parameters that an event can include, in my u...
Datastream fails to read latin1 encoded tables
Hello,I'm using Datastream to unload binlog files to Google Cloud Storage. Unfortunately, my source database i...
GAE can't find module wiki or whitenoise
https://stackoverflow.com/questions/78761887/whitenoise-module-not-found-in-production?noredirect=1#comment138...
Has App Engine - Flexible Environment - Custom Runtime reached "end of support"?
Hello, I have a Google App Engine setup that uses a Flexible Environment + custom runtime configuration.I just...
How to Expose a Plot Generated Using a Pandas Dataframe as a Jupyter Notebook as an App t
Current WorkflowAs an ML engineer, I am using a jupyter notebook to plot some pandas dataframes. Basically, in...
Function's metrics show multiple instances over time for Maximum instances =1
Hi teamI have a could function set with Maximum instances=1, which is triggered to execute every 5 minuts.Usua...
Legacy Runtime Deprecation
Hello, I'm trying to figure out how to enable Legacy Bundled Services even after the End of Support date or "R...
Is there a way to restart cloud run service if processes stuck and service not responding?
We have multiple cloud run services which communicate each other. If one service is not responding then is is ...
API Gateway (with API KEY) + Cloud Function (requires authentication) - Valid Use Case?
Can someone suggest if the below is a valid use case :1. Create a Cloud Function with "Require authentication"...
Accessing Authenticated Cloud Run Services from a React Frontend
My frontend is in React, and I have deployed an authenticated Cloud Run service for the backend. I want to acc...
AppEngine permission error not allow me to deploy an app
I tried to upload a simple hello world application to the app engine. I managed to upload one flask applicatio...
API Gateway + Cloud Functions + Restricting ingress
The current design for an app environment I'm working on is ALB --> API Gateway --> multiple Cloud Functions g...
fail to deploy cloud function due to container fails to start
I am creating a cloud function in firebase project that receives a location data from multiple android app. Th...
Unable to restore firestore backup
I am trying to restore a firestore backup to new database but it doesn't seem to be working, I see the databas...
API Gateway for Cloud Run App that requires API key not working as intended
Hi, I'm new to Google Cloud and have been having some trouble making my API work only with API key authenticat...
Troubleshooting Nginx in Google Cloud Flexible Environment: Upgrading from PHP 7.3 ( Laravel)
Issue:Facing challenges with Nginx configuration for serving static files in Google Cloud Flexible Environment...
Unable to add new Authorized Redirect URI because of specific subdomain
So I have a web application I use for volleyball event management called Ball Out Volleyball, and I have a "Lo...
Can I mount Filestore to a Vertex online prediction endpoint?
I'm using model adapters, where each query might require one of thousands of adapters. I don't want to copy al...
Deploying a Bot Python Script to Cloud Functions
Hello, this is my first time trying to use a cloud service to host my own project and I'm having some trouble ...
Where can i save google credential.json?
Hello,I have a webapi service to deploy in Cloud Run, I'm thinking about how to save the google credential.jso...
Running Django on the App Engine standard environment Error : database does not exist in local
Hello,I'm looking for some help after days of research.I followed the tutorial "Running Django on the App Engi...
Generated jwt token doesn't allow to access workspace buildings as a service account
I'm developing an app that uses a service account to manage events in a calendar and takes informations about ...
Roadmap for 1st gen cloud functions support of .NET 8.0 runtime
Hello!.NET Core 6 will be deprecated later this year on 2024-11-12. https://cloud.google.com/functions/docs/ru...
Re-train AutoML Tabular model
Hi everyone,I've built a successful AutoML model for tabular data in Google Cloud (Vertex AI) and have been pl...
Flask app deployed on G Cloud but when the URL is hit, it returns a 404
Hi everyone,I have successfully deployed on Flask application on Gcloud (at least there are no errors within t...
API gateway is not authorized to invoke to cloud function gen 2
Hi there!I'm running GCP Cloud function gcloud functions deploy \ --gen2 \ --runtime=nodejs20 \ --region=europ...
Is it possible to use bundled services (with Python) in DEV without dev_appserver.py?
I'm revisiting this because I now have my apps using Python 3.11 (Python27 is gone) and the SDK/CLI 472, which...
CloudFunctions(CF) gen2 cannot delete. (Permission 'eventarc.triggers.delete' denied)
I was trying to deploy Cloud Functions gen2 using Terraform.The deployment was not successful, so I reviewed t...
What is serverless computing
Serverless computing is a cloud computing execution model that allocates machine resources on an as-used basis...
Articles from Product Experts and Googlers
Using Vertex AI to evaluate an example A2A Agent
Previously, we explored why trajectory evaluation and handoffs are critical for multi-agent systems. In our latest post, we move from theory to practice, showing you exactly how to evaluate agent2agent (A2A) agents. We'll guide you through a hands-on example, building and assessing a Reimbursement Agent using the power of Vertex AI Evaluation services. Dive into our Colab notebook to learn how to set up and run your own evaluations, ensuring your multi-agent systems perform flawlessly. 🚀
How to build AI agents with long-term memory using Vertex AI Memory Bank & ADK
Is your AI agent suffering from amnesia? Don't let your users get stuck in a conversational loop. It's time to stop relying on clunky, expensive context windows that lead to "context rot." This guide introduces the Vertex AI Agent Engine Memory Bank. Learn how to build agents that remember and recall information across conversations. We'll show you how to generate, store, and retrieve memories, creating an enhanced user experience. Ready to build agents that truly connect? Let's get started.
Protect your LLM applications with Google Cloud Services
Generative AI offers immense power, but with it comes significant risk. This article discuss how to protect your LLM applications from prompt injection, data leakage, and other threats using a multi-layered security approach with Google Cloud services like Natural Language API, Model Armor, and vector databases.
