Google Cloud Community Articles
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MovieLenz: An AI-powered framework for video quality evaluation and prompt optimization
Authors: Aman Tyagi and and Hemanth Boinpally, Generative AI Specialists, Google Cloud The challenge of evaluating generated videos As text-to-video AI models become increasingly sophisticated, a critical question emerg… |
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1 | 29 | November 21, 2025 |
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Structured reasoning: How to architect AI for high-stakes Diligence use cases
Authors: Liam Connell, Aman Tyagi Generative AI has revolutionized content generation and discovery. Yet, as organizations move from “Chat with your Data” demos to complex workflows, a distinct “Capability Gap” remains. … |
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2 | 28 | November 23, 2025 |
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Fixing pandas memory errors: 3 practical solutions
By: Robbie Jensen (NVIDIA), Will Hill (NVIDIA), and Jeff Nelson (Google Cloud) TL;DR: Running into memory errors when loading big CSV or Parquet files in pandas can be a headache. If your local environment crashes durin… |
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1 | 56 | November 20, 2025 |
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How CloudHealth partnered with Google Cloud to cut FinOps bot costs by over 99% with Google's Gemini Model
Authors: Sanjna Srivatsa (Data Scientist, Product, CloudHealth), Darien Schettler (Generative AI Architect, Broadcom), Pathik Sharma (Cloud FinOps Lead, delta, Google Cloud Consulting) Introduction At CloudHealth, we p… |
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1 | 140 | November 19, 2025 |
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Analyzing client-side encrypted Cloud SQL data with BigQuery and Cloud KMS
Introduction You have locked down your Personally Identifiable Information (PII) in Cloud SQL using client-side encryption. This is a huge win for security and compliance; by encrypting data before it even hits the data… |
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2 | 69 | November 19, 2025 |
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Train on TPUs - Part IIl of LLM Training Series
In Part II we discussed how to train a LLM on GPUs using Cluster Director. Alas, the latter does not support TPUs as of publishing, so I thought I’d write a brief addendum explaining how to achieve the same goal on TPUs. … |
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1 | 26 | November 18, 2025 |
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Designed for Devs – AI-Powered VS Code Extension for Google Cloud NetApp Volumes
Authors Dinesh Gajendran, Product Manager Sudhir Jain, Product Manager Executive summary We’re excited to announce the general availability of our newest innovation: the AI-Powered VS Code Extension for Google Cloud N… |
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1 | 70 | November 17, 2025 |
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Enhance your Google Cloud Storage security with Bucket IP filtering
In today’s cloud-native world, strong network security is essential. While Identity and Access Management (IAM) offers robust control over who can access what, adding network-level restrictions can significantly enhance … |
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1 | 111 | November 12, 2025 |
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Introducing native A2A protocol support in AG2: Building interoperable multi-agent systems at scale
By Qingyun Wu and Vasiliy Radostev, AG2AI Team Editor’s note: AG2 (formerly AutoGen) is an open-source framework created by the original AutoGen team, now operating under the AG2AI organization with open governance. AG2… |
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1 | 152 | November 11, 2025 |
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Architecting and testing Vertex AI prediction endpoints
1.0 Introduction Choosing the correct endpoint type for a machine learning model is a foundational architectural decision that dictates how the model is accessed and secured. This decision has significant implications f… |
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1 | 62 | November 11, 2025 |
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Next-Gen Data Pipelines: Airflow 3 arrives on Google Cloud Composer
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14 | 2129 | November 20, 2025 |
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A2A protocol: Demystifying Tasks vs Messages
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15 | 3102 | November 19, 2025 |
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Google Cloud's Professional ML Engineer (PMLE) Exam: How I passed in 30 days (and you can too!)
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3 | 1849 | November 15, 2025 |
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Choosing the right format for your AI model: A comprehensive guide to AI inference formats
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2 | 695 | November 12, 2025 |
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Evaluating success in a multi-agent system: Why trajectory assessment and handoffs matters
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1 | 875 | November 11, 2025 |
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Design a multi-agent AI architecture in Google Cloud using MCP and A2A
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0 | 34 | November 11, 2025 |
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Building a medallion architecture in BigQuery using Data Engineering Agents
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3 | 1478 | November 10, 2025 |
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How to build AI agents with long-term memory using Vertex AI Memory Bank & ADK
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10 | 4221 | November 6, 2025 |
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Focus on logic, not scaffolding: Native A2A support in the Agent Starter Pack
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1 | 134 | November 6, 2025 |
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How to fine-tune PaliGemma2 with Roboflow
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1 | 80 | November 4, 2025 |
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Terraform module customisation with GCP Parameter Manager
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4 | 154 | November 4, 2025 |
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Image tuning Gemini as GenAI quality control inspector
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2 | 336 | November 3, 2025 |
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Unlocking smart storage full potential with Gemini and Object Contexts
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1 | 168 | November 3, 2025 |
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Empowering your enterprise: Building a smart chatbot with ADK and Glean
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4 | 440 | November 3, 2025 |
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Unlocking the data lakehouse: BigQuery embraces Apache Iceberg
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2 | 574 | November 3, 2025 |
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A spooky day in the life: Veo reference images, Nano Banana, and the art of canine costumes
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2 | 429 | November 1, 2025 |
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The "A-Team" has arrived: Why Google’s new AI agents are more than just chatbots
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1 | 270 | October 31, 2025 |
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Build Aura: GenAI Travel Concierge with ADK
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4 | 700 | October 27, 2025 |
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Automating knowledge graph creation with Gemini and ApertureDB - Part 3
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1 | 273 | October 24, 2025 |
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Building Bridges: Deploy agents with A2A on Vertex AI Agent Engine
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5 | 2151 | October 20, 2025 |