#459 Issue
July 14, 2025
Tag: AI
AI BigQuery Security July 14, 2025BigQuery meets ADK: 10 tips to safeguard your data (and wallet) from agents - The article provides ten tips for safeguarding data and managing costs when using agents with BigQuery and ADK, including explicit system instructions, callbacks, SQL parameterization etc.
AI Cloud Run Generative AI Serverless July 14, 2025Power your MCP servers with Google Cloud Run - What is the Model Context Protocol (MCP)?
AI Data Analytics Official Blog July 14, 2025How to tap into natural language AI services using the Conversational Analytics API - Learn how to create custom data agents, map business terms, and define calculations using Conversational Analytics API.
AI GPU Networking June 30, 2025Part I - RoCEv2 for optimized GPU AI workloads on Google Cloud : (1) Why it matters? - The article discusses the importance of RDMA over Converged Ethernet v2 (RoCEv2) for optimizing GPU-based AI workloads on Google Cloud. RoCEv2 enables direct communication between GPUs, bypassing the CPU and reducing latency while increasing throughput, through specialized VPC configurations and VMs with ConnectX-7 NICs.
AI LLM Official Blog June 30, 2025You dream it, Veo creates it: Veo 3 is now available for everyone in public preview on Vertex AI - Veo 3 text-to-video is now available for all Google Cloud customers in public preview on Vertex AI. Learn more about Veo 3 and try it on Vertex AI Media Studio today.
AI Official Blog June 30, 2025How AI & IoT are helping detect hospital incidents — without compromising patient privacy - Healthcare innovator Hypros has developed an AI-assisted patient monitoring system that detects and alerts staff to in-hospital patient emergencies, like falls and delirium.
AI Data Science LLM Paywall June 30, 2025Talk to Your Docs: Building a Scalable RAG App on Google Cloud - Build a modular, secure, and scalable RAG system with Python, LangChain, and Google Cloud’s serverless stack.
AI Official Blog Security June 30, 2025Audit smarter: Introducing Google Cloud’s Recommended AI Controls framework - An improved approach to AI audits that is scalable and evidence-based: the Recommended AI Controls framework.
AI GCP Experience Official Blog June 30, 2025How Schroders built its multi-agent financial analysis research assistant - For Schroders, a key objective was to automate routine data gathering for data analysts, allowing them to shift focus from data collection to higher-value strategic thinking.
AI Generative AI Go June 23, 2025Mastering Observability for Generative AI in GO - This article emphasizes the importance of observability for Generative AI applications built with Go, highlighting how it aids in monitoring performance, identifying issues, and optimizing resource use.
AI Official Blog June 23, 2025Save early and often with multi-tier checkpointing to optimize large AI training jobs - Multi-tier checkpointing uses multiple tiers of storage to save progress and reduce MTTR, increasing ML Goodput for very large AI training jobs.
AI LLM Official Blog June 16, 2025Cloud CISO Perspectives: How Google secures AI Agents - To help mitigate potential agentic AI risks, we need to invest in a new field of study focused specifically on securing agent systems.
AI BigQuery June 16, 2025The SQL Fanatics’ Dream: AI Agents Without the Application Code! - The article discusses how BigQuery allows users to build applications with search and chat functionalities using only SQL queries, eliminating the need for extensive application code.
AI GCP Experience Generative AI Official Blog June 9, 2025How Alpian is redefining private banking for the digital age with gen AI - Alpian wants to set a new standard for private banking in the 21st century through its use of the cloud and AI.
AI Generative AI Official Blog June 9, 2025Building a Production Multimodal Fine-Tuning Pipeline - Google Cloud’s enterprise infrastructure combined with Axolotl’s configuration-driven approach enables organizations to build scalable multimodal AI fine-tuning pipelines that bring custom AI capabilities from concept to production.
AI BigQuery June 2, 2025Reverse ETL in real time with BigQuery using only SQL - This article explains how to implement reverse ETL in real time using BigQuery continuous queries and SQL. It walks through creating reservations, datasets, tables, ML models, and destination tables within BigQuery.
AI Generative AI June 2, 2025How to start changing your organization’s daily life with AI? - What are the key questions for unlocking GenAI potential? Bridge fast-paced technology and organizational readiness to reshape daily work.
AI Official Blog Threat Intelligence June 2, 2025Text-to-Malware: How Cybercriminals Weaponize Fake AI-Themed Websites - Cybercriminals are using fake AI-themed ads and websites to deliver malware such as infostealers and backdoors.
AI Official Blog Public Sector June 2, 2025Google I/O 2025: Innovation that drives mission impact - Explore game-changing AI from Google I/O 2025. Discover how new models & tools will help public sector agencies boost efficiency & advance missions.
AI Cloud Security Command Center Security June 2, 2025AI Runbooks for Google SecOps: Security Operations with Model Context Protocol - Google Cloud has introduced Model Context Protocol (MCP) Servers for Google Security Operations, Google Threat Intelligence, and Google Security Command Center. These MCP servers, along with AI runbooks, enable Large Language Models (LLMs) to interact with security tools, enhancing security operations by providing structured guidance and direct access to security platforms.
ADK AI Colab May 26, 2025Building a Multi-Agent Weather AI Assistant with Google ADK - This article details how to define agents, manage session state, implement safety callbacks, and build a team of agents that delegate tasks, demonstrated through the creation of a weather AI assistant.
AI Machine Learning Paywall May 26, 2025The Project that got me a handshake with Google Cloud’s CEO - Abish Pius recounts how participating in the Google Cloud MLB Hackathon and building a project with Gemini models led to meeting Google Cloud's CEO, Thomas Kurian, at Google Cloud Next 2025.
AI GCP Experience Official Blog May 26, 2025Oviva builds AI meal logging app with Google Cloud - Oviva uses Google Cloud's Gemini and Vertex AI to build an AI meal logging app, providing personalized diet feedback and simplifying user experience.
AI Official Blog Partners SAP May 26, 2025SAP & Google Cloud: Enabling faster value and smarter innovation for business excellence - At SAP Sapphire, we announced a variety of ways to access and analyze SAP data with Google tools and AI, plus infrastructure and security updates.
AI Databases Gemini Official Blog May 19, 2025Simplify database fleet management with AI-powered Database Center, now GA - Google Cloud announced the general availability of Database Center, an AI-powered unified fleet management solution. It simplifies database fleet management with enhanced monitoring, optimization, and security features across Google Cloud databases using Gemini AI.
AI GCP Experience Google Cloud Consulting Official Blog May 19, 2025Inside Infinity Learn's AI Tutor, powered by Google Cloud - Learn how Infinity Learn, a pioneer in tech-forward education, collaborated with Google Cloud Consulting to develop an AI tutor to assist students during exam prep.
AI Official Blog Security May 19, 2025Expanding our Risk Protection Program with new insurance partners and AI coverage - Google Cloud has enhanced its Risk Protection Program (RPP) by adding new insurance partners like Beazley and Chubb, and expanding globally. The program now offers AI-specific coverage and addresses future quantum exploit risks. The Cyber Insurance Hub streamlines risk assessment and insurance procurement, potentially leading to better pricing.
AI BigQuery Gemini May 12, 2025Unleash Row-Level AI in BigQuery: Scalar LLM Functions for Smarter SQL - Bring LLM intelligence to each row: Using BigQuery’s scalar AI functions in everyday SQL tasks.
ADK AI May 5, 2025Google ADK Agent-to-Agent: Automating DCF Models with AI (ADK Web & Python API) - The article demonstrates how Google's Agent Development Kit (ADK) can automate building Discounted Cash Flow (DCF) models, using Ferrari's 2015 IPO as a case study. It leverages a multi-agent system for tasks like data gathering, assumption refinement, and calculations, improving speed and accuracy with human-in-the-loop validation. The author showcases both ADK Web and Python API methods, highlighting the adaptability of the architecture for various financial modeling domains.
AI Gemini May 5, 2025Scaling Language Detection: A Million Messages with Gemini’s Batch API & Flash Lite - From data generation to cost-effective, large-scale language prediction using Google’s latest LLM capabilities.
AI Official Blog Security May 5, 2025From insight to action: M-Trends, agentic AI, and how we’re boosting defenders at RSAC 2025 - The article discusses Google Cloud's announcements at RSA Conference 2025, including the M-Trends 2025 report, Google Unified Security, and AI-powered enhancements across its security product portfolio. Google is introducing agentic AI in security operations to automate tasks and improve decision-making, along with updates to Security Command Center and Mandiant Cybersecurity Consulting, aiming to empower organizations with proactive and AI-powered security solutions.
AI BigQuery Data Analytics Firebase GCP Experience Official Blog Partners Sustainability May 5, 2025Pushing the limits of electric mobility: Formula E's Mountain Recharge - Formula E and Google Cloud collaborated on "Mountain Recharge," an experiment where a Formula E car with only 1% battery regenerated energy by braking downhill through the Alps to complete a lap in Monaco. AI, using Gemini 2.5, was crucial in planning, route selection, real-time monitoring with Firebase and BigQuery, and developing a dashboard, demonstrating AI's potential for innovation and efficiency across industries. The project highlights the possibilities of AI in enhancing planning, streamlining project management, and enabling data-driven decision-making.
AI BigQuery Data Analytics Official Blog May 5, 2025Introducing BigQuery DataFrames 2.0 for the era of multimodal data science - BigQuery DataFrames 2.0 introduces multimodal data processing and AI capabilities directly into BigQuery Python workflows, extending Pandas DataFrames to handle text, images, audio, and more, alongside structured data. This update streamlines AI and machine learning pipelines with features like Pythonic operators for BigQuery AI Query Engine, Gemini Code Assist, partial ordering for performance, Python UDF integration, and dbt integration. These enhancements aim to unify data analysis, unlock LLM-powered insights, and simplify workflows while leveraging BigQuery's scalability and governance.
AI Gemini Generative AI Official Blog May 5, 2025News you can use: What we announced in AI this month - Google Cloud announced a range of AI updates this month, including Agent2Agent protocol for AI agent communication, new models like Gemini 2.5 Pro on Vertex AI, and security enhancements with AI-powered security agents. They also noted significant growth in Gemini use on Vertex AI and highlighted customer applications of AI across 600+ use cases. The announcements span agents, models, security, and updates to Vertex AI.
AI Generative AI April 28, 2025A2A Deep Dive: Getting Real-Time Updates from AI Agents - An Exploration of A2A Streaming via SSE.
AI Kubernetes LLM April 28, 2025Inference Gateway: Intelligent Load Balancing for LLMs on GKE - GKE Inference Gateway, an extension of the standard GKE Gateway controller, optimizes routing and load balancing for generative AI workloads on Google Kubernetes Engine (GKE). It addresses the unique challenges of stateful LLM inference, such as cache affinity and queue length awareness, to maximize cache reuse and minimize prefill operations.
AI Databases Generative AI Official Blog April 28, 2025MCP Toolbox for Databases: Simplify AI Agent Access to Enterprise Data - MCP Toolbox for Databases (formerly Gen AI Toolbox for Databases) is an open-source MCP (Model Context Protocol) server that allows developers to connect gen AI agents to enterprise data easily and securely. Toolbox offers simplified development, enhanced security, and end-to-end observability. It also supports Agent Development Kit (ADK), an open-source framework that simplifies building sophisticated multi-agent systems.
AI Firebase April 21, 2025Google Firebase Studio App with Gemini - Create applications using natural language with Firebase Studio.
ADK AI Machine Learning April 21, 2025Connect & Act: Google ADK Agents with GCP Integration Connectors to Perform Tasks Across 100+ Systems - Google's new Agent Development Kit (ADK) enables building multi-agent AI applications. A key feature is native integration with GCP Integration Connectors, allowing agents to use "Tools" that can actively perform actions across over 100 different Google and third-party systems.
AI SAP April 21, 2025Launched: ABAP SDK v1.10 unleashing Powerful AI/ML, Eventing, and Storage Capabilities - The ABAP SDK v1.10 for Google Cloud introduces powerful AI/ML capabilities, simplified event-driven integration, cost-effective content management, and expanded API access. Key features include the BigQuery AI and ML SDK for ABAP, Business Eventing Toolkit, Cloud Storage as a scalable content repository, and enhanced Vertex AI SDK capabilities.
AI AI Hypercomputer Official Blog April 14, 2025High performance storage innovations for your AI workloads - Google Cloud introduces high-performance storage innovations to optimize AI workloads. Rapid Storage offers sub-millisecond latency and high throughput, while Anywhere Cache improves read-storage latency by up to 70%. Google Cloud Managed Lustre provides a fully managed parallel file system with sub-millisecond latency and high throughput. Storage Intelligence analyzes object metadata to generate storage insights and optimize costs.
AI Networking Official Blog April 14, 2025What’s new with Google Cloud networking - Google Cloud Next 2025 introduced several innovations in cloud networking to support the demands of the AI era. These include AI-optimized networking for massive data ingestion, unprecedented cluster scale, zero-trust RDMA security, and accelerated GPU-to-GPU communication.
AI Official Blog Partners April 14, 2025Building the industry’s best agentic AI ecosystem with partners - Google Cloud is committed to building the industry's best agentic AI ecosystem with partners. At Google Cloud Next, the company announced updates that will help partners build AI agents, power them with enterprise data and a choice of models, and bring them to customers through a new AI Agent Marketplace.
AI Official Blog April 7, 2025How AI will help address 5 urgent manufacturing challenges - In today's dynamic business landscape, manufacturers face unprecedented pressure due to e-commerce and supply chain disruptions. Leading manufacturers leverage AI and integrated data solutions to thrive. Google Cloud's Manufacturing Data Engine (MDE) helps unlock operational data's potential and drive AI transformation. MDE addresses critical trends shaping manufacturing's future, including digital-first experiences, resilience, bridging the digital skills gap, sustainability, and unlocking holistic insights.
AI Gemini Generative AI April 7, 2025Model Context Protocol(MCP) with Google Gemini LLM — A Deep Dive (Full Code) - A step-by-step guide with code, architecture, and real-world use case.
AI Kubernetes LLM Official Blog April 7, 2025Google, Bytedance, and Red Hat make Kubernetes generative AI inference aware - Google, ByteDance, and Red Hat have collaborated to enhance Kubernetes for generative AI inference. New capabilities include LLM-aware routing, an inference performance project for benchmarking, and Dynamic Resource Allocation for efficient scheduling of accelerators.
AI Cloud Run LLM Serverless March 31, 2025Deploy your first LLM on GCP: Gemma with Cloud Run (Serverless & GPU-powered) - Deploy your own powerful language model (LLM) in the cloud using Google Cloud Run GPU. With Ollama and Cloud Run, you can easily run LLMs like Gemma without the need for a powerful local GPU. This serverless solution allows you to pay only when your model is in use, making it cost-effective for occasional or on-demand workloads.
AI Gemini Vertex AI March 31, 2025Who are the Google Cloud Generative AI Field Solution Architects (FSAs)? - The Google Cloud Generative AI Field Solution Architects (FSAs) are a team of experts who help customers turn their AI ideas into real-world impact. They provide fast hands-on technical expertise to customers beginning their AI journey or stuck on difficult concepts and problems.
AI LLM Security March 31, 2025Leveraging GCP Model Armor for Robust LLM and Agentic AI Security - Model Armor, a conceptual framework for securing AI models, addresses vulnerabilities in agentic AI systems, such as prompt injection, data poisoning, model extraction, and unintended consequences.
AI Compute Engine GCP Experience Official Blog Partners March 31, 2025Anyscale powers AI compute for any workload using Google Compute Engine - Anyscale, a secure, scalable, cost-efficient, reliable, and optimized Unified AI Platform, powers AI compute for any workload using Google Compute Engine. It simplifies AI complexity, deployable in your environment or hosted by Anyscale, empowering teams to accelerate AI model training and deployment.
AI GCP Experience Generative AI Official Blog Partners March 31, 2025Formula E’s AI equation: New Driver Agent boosts next generation of racers - Google Cloud and Formula E have collaborated to create an AI-powered "Driver Agent" that analyzes extensive multimodal data generated during racing and provides actionable insights to drivers. The Driver Agent connects to a Formula E driving simulator and provides in-depth, immediate coaching through both text and audio, helping drivers improve their lap times, optimize braking and acceleration, generate more downforce, and avoid crashes.
AI Official Blog March 31, 2025Speed up checkpoint loading time at scale using Orbax on JAX - Orbax, a toolkit for saving and loading checkpoints for machine learning models built using JAX, introduces optimized checkpoint loading to accelerate AI development. By employing single-replica broadcasting, Orbax reduces redundant data transfers and significantly speeds up checkpoint loading. This optimization eliminates the bottleneck caused by limited GCS bandwidth, resulting in faster training starts and improved productivity.
AI Business Official Blog Public Sector March 31, 2025The AI Revolution in EU Digital Government: From Belief to Bold Implementation - The report "The AI opportunity for eGovernment in the EU" finds that adopting generative AI can unlock a EUR 100 billion opportunity for EU public administrations through enhanced productivity and create significant value for EU citizens and businesses.
AI Google Kubernetes Engine Official Blog March 24, 2025Accelerating AI in healthcare using NVIDIA BioNeMo Framework and Blueprints on GKE - NVIDIA BioNeMo, an open-source collection of models for medical and pharmaceutical research, combined with Google Kubernetes Engine (GKE), offers a powerful solution for accelerating AI in healthcare. BioNeMo provides domain-specific optimization, GPU-accelerated performance, and comprehensive open-source resources for building and deploying biomolecular AI solutions.
AI Official Blog March 24, 2025Five tips and tricks to improve your AI workloads - Optimize your AI workloads on Google Cloud Platform and reduce costs. Explore five tips to improve workflow, including choosing the right platform, optimizing inference container startup time, selecting suitable storage options, securing resources with Dynamic Workload Scheduler and Future Reservations, and using custom disk images for faster setup.
AI Gaming Official Blog Partners March 24, 2025Co-op mode: New partners driving the future of gaming with AI - Google Cloud partners with nunu.ai, ElevenLabs, and Common Sense Machines to enhance game development with AI.
AI BigQuery Data Analytics GCP Experience Official Blog March 24, 2025The AI lens: How Arpeely uses multimodality and BigQuery to revolutionize AdTech - Arpeely uses Google Cloud AI to revolutionize AdTech by leveraging multimodality and BigQuery. Their AI algorithms analyze massive datasets to identify high-value customers, using multimodal AI to analyze web page screenshots and extract visual information. BigQuery helps them crunch numbers, analyze user behavior, and generate insights from over 25 petabytes of compressed data.
AI Official Blog Partners Security March 24, 2025Mastering secure AI on Google Cloud, a practical guide for enterprises - Learn how to implement secure AI solutions, addressing challenges around data privacy and security. Discover the four cornerstones of a secure AI platform: infrastructure, data, security, and responsible AI.
AI Event Official Blog March 24, 2025An inside look into Google's AI innovations: AI Luminaries at Cloud Next - Google Cloud Next, an upcoming conference, will feature AI Luminaries programming, where top researchers, scientists, and technology leaders will engage with Google experts in critical AI domains.
AI Databases Official Blog March 24, 2025Gen AI Toolbox for Databases announces LlamaIndex integration - LlamaIndex, a leading framework for building knowledge-driven and agentic systems, has integrated with Gen AI Toolbox for Databases, an open-source server that streamlines the development and management of sophisticated generative AI tools that can connect to databases.
AI AlloyDB Databases Official Blog March 17, 2025ScaNN for AlloyDB: The first PostgreSQL vector search index that works well from millions to billion of vectors - ScaNN for AlloyDB, the first Postgres-based vector search extension, supports vector indexes of all sizes, providing fast index builds, transactional updates, small memory footprint, and accurate and fast search. It outperforms pgvector HNSW, especially for large datasets, with up to 60x lower cost for index builds and 10x better latency when indices don't fit in memory.
AI BigQuery Generative AI March 10, 2025Getting data into BigQuery for building (Gen)AI demos - How can you show the value (Gen)AI has by bridging the gap between theory and practice? Let’s start by getting data into BigQuery.
AI Generative AI March 10, 2025The Ultimate Guide to Evaluating LLMs - Mastering Google Cloud’s Gen AI Evaluation Service.
AI Gemini Machine Learning Vertex AI March 10, 2025AI Appraiser: Discover the value of your items with Gemini on Google Cloud - AI Appraiser is a tool that uses the power of Gemini's multimodal capabilities and integrated search to provide AI-powered appraisals of items based on images and optional descriptions.
AI FinOps Official Blog March 10, 2025How to calculate your AI costs on Google Cloud - Google Cloud offers a comprehensive approach to understanding and managing AI costs, ensuring organizations capture maximum value from their AI investments.
AI Official Blog Security March 10, 2025Announcing AI Protection: Security for the AI era - Google Cloud introduces AI Protection, a set of capabilities designed to safeguard AI workloads and data across clouds and models. AI Protection helps teams discover AI inventory, secure AI assets, and manage AI threats. It integrates with Security Command Center, providing a centralized view of AI posture and holistic risk management.
AI Generative AI Kubernetes LLM March 3, 2025Streamline your LangChain deployments with LangServe - LangServe is a helpful tool designed to simplify the deployment of LangChain applications as REST APIs.
AI Kubernetes March 3, 2025Streamline your LangChain deployments with LangServe - Learn how to streamline exposing AI models using LangChain and LangServe, deployed on Google Kubernetes Engine (GKE).
AI Official Blog Public Sector March 3, 2025Investing in AI, collaboration and the next generation of leaders - Google Public Sector Live & Labs event showcased the transformative impact of artificial intelligence in government operations. Attendees learned about Google's unique full-stack approach to AI and how it can revolutionize public service delivery.
AI AlloyDB Databases Official Blog March 3, 2025Enhancing AlloyDB vector search with inline filtering and enterprise observability - AlloyDB vector search now includes inline filtering, a major performance enhancement for filtered vector search. Inline filtering automatically combines vector indexes and traditional indexes on metadata columns to achieve better query performance.
AI BigQuery Machine Learning Feb. 17, 2025Data Harmony: Leveraging Embeddings, Vector Search, and LLMs for MDM - Harness the power of Embeddings and Gemini for Fuzzy Matching in MDM systems.
AI Generative AI Feb. 17, 20251 Big Mistake I Made When I Was First Learning about AI Prompting - Allan Alfonso shares a crucial mistake he made when first learning about AI prompting: relying solely on one-sentence prompts. He discovered that effective prompting involves a structured approach, including elements like persona, context, task, example, output format, and tone. By providing more than just a single sentence, users can enhance the AI's responses and leverage its full potential. This highlights the importance of viewing mistakes as learning opportunities in the evolving field of AI prompting.
AI Networking Official Blog Feb. 17, 2025Networking support for AI workloads - This blog post explores how the Cross-Cloud Network solution supports AI workloads.
AI Feb. 10, 2025Scale-to-Zero LLM Inference with vLLM, Cloud Run and Cloud Storage FUSE - Deploy LLMs on Cloud Run and pay only when you use them.
AI Kubeflow Paywall Feb. 10, 2025Deploying Kubeflow on Intel Xeon CPUs on Google Cloud Platform - This article provides a step-by-step guide to deploying Kubeflow on GCP, including setting up a GCP project, installing Anthos, creating a Kubernetes cluster, and deploying Kubeflow.
AI Generative AI Security Feb. 10, 2025Google Cloud Model Armor - Google Cloud Model Armor is a fully managed service that helps secure your generative AI applications by screening prompts and responses for security risks.
AI Google Kubernetes Engine Kubernetes Feb. 10, 2025Leverage open models like Gemma 2 on GKE with LangChain
AI Official Blog Public Sector Feb. 10, 20255 AI trends shaping the future of the public sector in 2025 - Artificial intelligence (AI) is poised to become a cornerstone of public sector operations in 2025, transforming how agencies make decisions and serve constituents. Key trends include multimodal AI for analyzing diverse data, AI agents for handling complex tasks, assistive search for improved knowledge work, AI-powered constituent experiences, and enhanced security with AI.
AI Generative AI Feb. 3, 2025Stop Wasting Time with Bad AI Prompts: 10 Tips for Beginners - Improve your prompts today with these best practices.
AI LLM Feb. 3, 2025How Generative AI Transforms Enterprise Data Insights with Google Gemini and Teradata - GenAI tools, like Google Gemini and Teradata Vantage are transforming the way businesses analyze vast amounts of unstructured data.
AI Kubernetes Feb. 3, 2025Deploy Gemini-powered LangChain applications on GKE - Deploy and scale LangChain applications on Google Kubernetes Engine.
AI Generative AI Kaggle Jan. 27, 202510 Prompt Engineering Techniques Every Beginner Should Know - Master the art of communicating with AI and unlock its full potential.
AI Cloud Run LLM Jan. 27, 2025Building GenAI Chat App (Part 1): How to Deploy Gemma 2 on Cloud Run Utilizing Ollama - This article provides a step-by-step guide on deploying Gemma 2, an open-source large language model, on Google Cloud Run using Ollama.
AI Gemini Machine Learning Vertex AI Agent Builder Jan. 27, 2025AI Agents - How to build AI Agents with Vertex AI Agent Engine (Reasoning Engine).
AI Official Blog TPU Jan. 20, 2025New year, new updates to AI Hypercomputer - Some of the key updates to AI Hypercomputer from the last quarter based on new infrastructure components and how they enable specific AI use cases.
AI BigQuery LLM Jan. 20, 2025What is an agent, and does your data need one? - This blog introduces the idea of agents and explores the opportunities (and challenges) they bring to the world of data.
AI Official Blog Retail Jan. 20, 2025How inference at the edge unlocks new AI use cases for retailers - Retailers can leverage existing assets like security cameras and point-of-sale systems to harness the power of AI without straining their budget. Inference at the edge, running AI-optimized applications on local devices, can transform retail assets into powerful tools for store analytics, faster transactions, staff enablement, loss prevention, and personalization.
AI Machine Learning Jan. 13, 2025How I built an agent with Pydantic AI and Google Gemini - This article describes how to build an AI agent using Pydantic AI and Google Gemini. The agent analyzes web pages, understands community sentiment, and synthesizes this information into a coherent SWOT analysis.
AI Data Science Paywall Jan. 13, 2025Taming the Tool Chaos: The Generative AI Agents & Tool Registry - A practical guide to managing Tools for Generative AI Agents.
AI Google Kubernetes Engine Jan. 13, 2025Deploy K8sGPT on GKE with Gemini-pro model - K8sGPT: Your AI-Powered Kubernetes Troubleshooter.
AI Official Blog Retail Jan. 13, 2025How retailers are accelerating AI into production with NVIDIA and Google Cloud - Retail customers and partners are combining Google Cloud with NVIDIA AI Enterprise to unlock AI transformation at scale, reducing costs, enhancing customer satisfaction, improving responsiveness, and driving in-store analytics and innovation.
AI Generative AI Jan. 6, 2025Building RAG for Product Recommendation using Google Gemini 2.0 API’s - A Comparison of LangChain and Vertex AI RAG Engine on Amazon Product Data using Vertex AI Search.
AI Official Blog Public Sector Jan. 6, 2025A Look Back at the AI Innovations Transforming the Public Sector - In 2024, Google AI made significant advancements in quantum computing, generative AI models, and open foundation models. These advancements will enable increased agility and efficiency for public sector organizations by automating tasks, improving data accessibility, and bolstering security. Google Public Sector remains committed to helping public sector customers meet their mission by investing in an open platform, training the next generation of leaders, and providing AI solutions that empower agencies.
AI AlloyDB Google Kubernetes Engine Kubernetes Vertex AI Dec. 23, 2024AlloyDB Omni and local models on GKE - This guide demonstrates how to deploy a local AI model and AlloyDB Omni to the same Kubernetes cluster and integrate them. It covers setting up a GKE cluster, installing cert-manager, deploying AlloyDB Omni with AI integration enabled, deploying a local model using Hugging Face, registering the model in AlloyDB Omni, and testing the setup.
AI Vertex AI Dec. 23, 2024Taming a Llama with Rotten Tomatoes: A Vertex AI Fine-Tuning Saga - Fine-tuning Meta's open-source large language model Llama 2, on the Rotten Tomatoes dataset for sentiment analysis utilizing Google Cloud's Vertex AI platform and employed techniques like 8-bit quantization and LoRA (Low-Rank Adaptation) to optimize the training process.
AI Generative AI Official Blog Dec. 23, 2024Optimizing RAG retrieval: Test, tune, succeed - Retrieval-augmented generation (RAG) supercharges large language models (LLMs) by connecting them to real-time, proprietary, and specialized data. However, RAG systems can be difficult to master and can lead to silent failures if not thoroughly evaluated. This blog post provides a series of best practices to identify issues within your RAG system and fix them with a transparent, automated evaluation framework.
AI Official Blog Dec. 23, 2024Google Cloud's commitment to responsible AI is now ISO/IEC certified - Google Cloud has achieved an accredited ISO/IEC 42001:2023 certification for its AI management system, demonstrating its commitment to developing and deploying AI responsibly. This certification offers enhanced trust and transparency, compliance support, risk management, and access to innovative and responsible AI services.
AI Distributed Cloud Official Blog Dec. 23, 2024Find sensitive data faster (but safely) with Google Distributed Cloud’s gen AI search solution - Google Distributed Cloud (GDC) now offers AI-optimized servers with NVIDIA H100 GPUs and a ready-to-deploy on-prem conversational search solution based on the Gemma 2 LLM. This solution combines traditional search with generative AI and allows organizations to bring retrieval-augmented generation (RAG) to their on-premises environment for multimodal and multilingual natural-language search experiences.
AI Python Vertex AI Agent Builder Dec. 16, 2024Rapid UI prototyping for AgentBuilder Agents with Google Mesop and Cloud Run - This article explores two options for building a user interface (UI) for your AI prototypes using Agent Builder Agents.
AI GCP Experience Official Blog Dec. 16, 2024Toyota shifts into overdrive: Developing an AI platform for enhanced manufacturing efficiency - Toyota has developed an innovative AI Platform using Google Cloud's AI Infrastructure, empowering factory workers to create and deploy machine learning models across key use cases. The platform combines on-premises infrastructure and cloud computing for agile development, cost-effectiveness, and scalability.
AI Official Blog Security Dec. 16, 2024How Google Cloud helps navigate your DPIA and AI privacy compliance journey - Google Cloud offers a DPIA Resource Center to help customers understand and comply with data protection obligations when using AI offerings integrated in Google Cloud services. Customers can use the center to determine if a DPIA is needed, get guidance on preparing one, and access downloadable templates.
AI Generative AI Dec. 9, 2024GenAIOps: Operationalize Generative AI - A Practical Guide - This blog post offers a comprehensive guide to navigating the complexities of Generative AI deployment.
AI BigQuery Vertex AI Agent Builder Dec. 9, 2024Serverless, Location-Aware Search for web and mobile apps with Agent Builder & BigQuery - This blog post introduces a method for building a serverless, location-aware search engine using BigQuery and Google Cloud's Agent Builder.
AI Cloud Storage Kubernetes Machine Learning Storage Dec. 9, 2024Scaling New Heights: Addressing AI/ML Workload Scale Challenges in GKE GCSFuse CSI Driver - This article summarizes findings and optimizations made to address challenges for AI/ML workloads running on GKE and using GCSFuse CSI Driver.
AI Official Blog Vertex AI Dec. 9, 2024Veo and Imagen 3: Announcing new video and image generation models on Vertex AI - Google Cloud introduces Veo, its most advanced video generation model, and Imagen 3, its highest quality image generation model, both available on Vertex AI. Veo generates high-quality videos from text or image prompts, while Imagen 3 produces photorealistic images with fewer visual artifacts. Both models prioritize safety and responsibility with built-in precautions like digital watermarking, safety filters, and data governance.
AI Generative AI Networking Official Blog Nov. 25, 2024How Vodafone is using gen AI to enhance network life cycle - Vodafone and Google Cloud are collaborating to integrate generative AI into Vodafone's network departments to drive innovation, optimize costs, and enhance efficiency.
AI Official Blog Public Sector Nov. 25, 2024Realizing AI's Full Potential where Workforce, Security, & Collaboration Matter - AI is rapidly reshaping the public sector, ushering in a new era of intelligent and AI-powered service delivery and mission impact. Google recently commissioned IDC to conduct a study that surveyed 161 federal CAIOs, government AI leaders, and other decision-makers to understand how agency leaders are leading in this new AI era. Key findings include the importance of cybersecurity, the potential of generative AI, and the need for an AI-ready workforce.
AI Data Analytics Official Blog Security Nov. 18, 2024Secure your data ecosystem: a multi-layered approach with Google Cloud - New ebook, "Building a Secure Data Platform with Google Cloud," explores many data security capabilities within Google Cloud and how they can support data-based innovation strategies.
AI LLM Official Blog Threat Intelligence Nov. 18, 2024Pirates in the Data Sea: AI Enhancing Your Adversarial Emulation - This blog post discusses how artificial intelligence (AI) and large language models (LLMs) can be used to enhance adversarial emulation and improve cybersecurity.
AI Google Kubernetes Engine Official Blog Nov. 18, 2024Data loading best practices for AI/ML inference on GKE - Accelerate data loading for AI/ML inference apps on GKE by using secondary boot disks to cache container images and Cloud Storage Fuse or Hyperdisk ML to load models and weights from Google Cloud Storage. This can significantly reduce startup times and improve the overall performance of your AI/ML inference workloads.
AI Infrastructure Vertex AI Nov. 11, 2024Automating Infrastructure as Code with Vertex AI - The article showcases how they leveraged Google's Vertex AI with Gemini 1.5 to implement multimodal input for automating the creation of infrastructure as code.
AI Kubernetes Machine Learning Ray Vertex AI Nov. 11, 2024Serving Models with Ray Serve - Ray Serve is a scalable model serving library built on Ray. It allows you to deploy and serve machine learning models at scale, handling incoming requests with low latency while dynamically scaling model replicas.
AI Nov. 11, 2024RAG and Long-Context Windows: Why You need Both - Combining RAG and Long-Context Windows achieves performance at a lower cost.
AI Official Blog Partners Vertex AI Nov. 11, 2024Generative AI with enterprise controls for business users in 24 Hours - Aible, a leader in generating business impact from AI, partners with Google Cloud to enable customers to build, train, and deploy generative AI models on their own data securely. Aible leverages Vertex AI, Google Cloud's AI platform, to ensure customers have control over their data and access when developing, training, or fine-tuning AI models. Aible's ChatAible system simplifies the process for business users, allowing them to "just start chatting" with their enterprise data without extensive training.
AI Google Kubernetes Engine Official Blog Nov. 11, 2024How to deploy and serve multi-host gen AI large open models over GKE - Google Cloud Platform now supports deploying and serving open models, such as the Llama 3.1 405B FP16 LLM, over Google Kubernetes Engine (GKE).
AI GCP Experience Official Blog Nov. 11, 2024Can AI eliminate manual processing for insurance claims? Loadsure built a solution to find out - Loadsure, an InsurTech firm, leveraged Google Cloud's generative AI and Document AI to automate claim management, reducing processing time from 30-60 minutes to near real-time. This automation improved accuracy, reduced the risk of human error, and enhanced customer satisfaction. Loadsure is now exploring expanding these technologies to other insurance processes like underwriting and pricing.
AI BigQuery Data Analytics Official Blog Partners Nov. 11, 2024A practical guide to synthetic data generation with Gretel and BigQuery DataFrames - This guide demonstrates how to generate synthetic data using Gretel AI and BigQuery DataFrames, ensuring data privacy and compliance. It includes steps for de-identifying data with Gretel Transform v2, fine-tuning a model with Navigator Fine Tuning, evaluating data quality and privacy, and writing synthetic data back to a BigQuery table.
AI Gemini Nov. 11, 2024Chrome Built-in AI Experiments: Code Explanation Chrome Extension - This blog post explores the use of Chrome Built-in AI to build a Chrome extension that explains code selected on a web page. The extension utilizes the experimental Prompt API to generate explanations in bullet points.
AI Gemini Nov. 4, 2024AI Quick Build : AI-Powered game-show experience with Gemini and Imagen - AI Quick Build is a game-show experience powered by Google's Gemini and Imagen. Contestants build toy brick creations while a Gemini-powered AI commentator provides real-time analysis and commentary. After the building time ends, Gemini Pro analyzes the creations and announces the winner with detailed reasoning. Imagen then generates a dynamic background for the winning creation, bringing it to life.
AI Official Blog PyTorch Nov. 4, 2024PyTorch/XLA 2.5: vLLM support and an improved developer experience - PyTorch/XLA 2.5 is now available with a set of improvements to enhance the developer experience. The release includes a clarified proposal for deprecating the older torch_xla API, improvements to the torch_xla.compile function for better debugging, and experimental support for vLLM on TPUs.
AI Official Blog TPU Nov. 4, 2024Powerful infrastructure innovations for your AI-first future - Google Cloud's sixth-generation TPU, Trillium, is now available in preview, offering significant improvements in training performance, inference throughput, energy efficiency, and compute performance per chip. It features double the High Bandwidth Memory (HBM) capacity and Interchip Interconnect (ICI) bandwidth, making it ideal for large models with more weights and larger key-value caches.
AI Infrastructure Machine Learning Ray Oct. 28, 2024Running Training Jobs with Ray Jobs - Ray Jobs, an open-source framework, simplifies distributed computing for machine learning workloads. With Ray Jobs, you can define your training job, submit it to a Ray cluster, and monitor its progress using the Ray Dashboard. Ray Jobs automates cluster management, enabling scalable computation and cost efficiency by terminating clusters after job completion.
AI CI DevOps GitHub Oct. 28, 2024Automating DevOps with GenAI: Approving Deployments with GitHub Actions and Google Cloud - This article presents an innovative solution that integrates Generative AI (GenAI) into a GitHub Actions workflow to automate code analysis and trigger deployments on Google Cloud Run. By utilizing a Large Language Model (LLM), the system analyzes code changes, approves or rejects them based on quality, and automatically deploys approved code to Google Cloud Run.
AI Compute Engine Official Blog Oct. 28, 2024We tested Intel’s AMX CPU accelerator for AI. Here’s what we learned - Google Cloud tested Intel’s AMX CPU accelerator for AI on Confidential VMs and found that it can significantly improve the performance of deep-learning training and inference.
AI Official Blog Oct. 28, 2024AI Hypercomputer software updates: Faster training and inference, a new resource hub, and more - Google Cloud's AI Hypercomputer software stack receives significant updates, including faster training and inference, a centralized resource hub, and improved resiliency at scale.
AI Official Blog Startups Oct. 14, 2024Check out how AI startups are accelerating their growth with Google Cloud - Google Cloud has launched the ISV Startup Springboard program to accelerate the growth and innovation of AI and cybersecurity startups. The 12-week program provides startups with access to the latest technology, advisory services, marketing support, and partnership opportunities. Over 100 startups have already benefited from the program, including Baseten, Dataloop, Galileo, Gretel, HumanFirst, and Roboflow. Google Cloud is also collaborating with venture capital partners to extend resources and expertise to a wider pool of promising AI ventures.
AI Dialogflow Oct. 14, 2024Safeguarding Your Dialogflow CX Agents: A Guide to Export/Import - This blog post provides a comprehensive guide to safeguarding your GCP Dialogflow CX agents through export and import processes. It covers manual and automated backup methods, including creating a GCP bucket, exporting and restoring agents, and setting up automated backups using Cloud Pub/Sub, Cloud Storage, and Cloud Functions.
AI Official Blog Partners Startups Oct. 14, 2024Helping more AI startups build and go to market with Google Cloud - Google Cloud hosted its annual Startup Summit, showcasing innovative companies leveraging Google Cloud AI to impact various industries.
AI Gemini Oct. 7, 2024Build your own Google Cloud Expert from scratch - Want to build an AI assistant which deeply understands Google Cloud and runs on Google Cloud?
AI Cloud Firestore LLM Oct. 7, 2024Persisting LLM chat history to Firestore - LangChain and Firestore can be used to build LLM powered chat applications. LangChain's RunnableWithMessageHistory helps manage chat message history, while Firestore's FirestoreChatMessageHistory stores messages to a Firestore collection. This allows for persistent chat history and more meaningful conversations. Future posts will explore advanced use cases for Firestore in LLM applications.
AI HPC Official Blog Oct. 7, 2024Parallelstore is now GA, fueling the next generation of AI and HPC workloads - Parallelstore, a high-performance file service for HPC and AI workloads, is now generally available on Google Cloud. Built on the Distributed Asynchronous Object Storage (DAOS) architecture, Parallelstore combines a fully distributed metadata and key-value architecture to deliver high-performance throughput and IOPS.
AI Cloud Storage Official Blog Oct. 7, 2024Understand your Cloud Storage footprint with AI-powered queries and insights - With AI-powered storage insight generation, customers can ask questions to uncover valuable insights about their Cloud Storage environment, such as potential security risks, compliance issues, and cost-saving opportunities.
AI Machine Learning Official Blog Oct. 7, 2024Three steps in mapping out your modern platform strategy - Building a modern, AI-ready developer platform involves defining its purpose, assembling the necessary components, and establishing a continuous improvement process. Organizations embark on platform overhauls for various reasons, such as coping with growth, adopting AI, or improving cost, performance, or user experience. Key steps include defining the platform's purpose, assembling its components, and establishing a process for continuous improvement.
AI Official Blog Public Sector Oct. 7, 2024Bringing the best of Google Cloud to the Public Sector - Google Cloud is committed to pushing the boundaries of AI and security in the public sector. Recent innovations include more powerful versions of Gemini, Gemini Flash, and Imagen 3. Public sector organizations are leveraging generative AI to drive transformative change, from streamlining citizen services to improving patient outcomes.
AI Gemini Official Blog Sept. 30, 2024Introducing Customer Engagement Suite with Google AI - Customer Engagement Suite with Google AI combines conversational AI products with contact center functionality and the latest Gemini 1.5 Flash model to deliver exceptional customer experiences across web, mobile, voice, email, and apps. It supports multimodal information, including text, voice, and images, and provides a unique combination of strict controls with natural language instructions alongside adaptive generative AI.
AI Machine Learning Sept. 23, 2024Building a Dynamic Podcast Generator Inspired by Google’s NotebookLM and Illuminate - Building a dynamic podcast generator that transforms written articles into engaging audio conversations. Using AI language models and speech synthesis technologies, this project demonstrates the power of combining these technologies to create innovative content consumption methods.
AI Google Kubernetes Engine TPU Sept. 23, 2024Cost management for AI/ML platforms with Google Kubernetes Engine - This blog discusses some of the capabilities and cost-saving initiatives engineered specifically into Google Kubernetes Engine (GKE) for running AI/ML workloads.
AI Generative AI Machine Learning Sept. 16, 2024Google Cloud RAG API - 30 lines of code is all you need for RAG. The easiest way to get started with RAG.
AI Google Kubernetes Engine Kubernetes Ray Sept. 16, 2024Intro to Ray on GKE - An overview of Ray and Ray Operator for GKE.
AI Databases Generative AI Official Blog Partners Sept. 16, 2024Brewing innovation: Google Cloud and Oracle powering AI-driven experiences - Coffee Nirvana, an AI-powered solution built on Oracle Database on Google Cloud, simplifies the search for the perfect coffee by understanding nuanced taste preferences and providing real-time inventory information. It leverages Retrieval Augmented Generation (RAG) to deliver personalized recommendations and integrates with Google Maps for visualizing stockists.
AI Machine Learning Vertex AI Sept. 9, 2024Multimodal Document Processing - How to process 10251 documents for just 1$. Built within 15 minutes.
AI Machine Learning Official Blog Sept. 9, 2024Google named a leader in the Forrester Wave: AI/ML Platforms, Q3 2024 - Google Cloud has been named a Leader in The Forrester Wave™: AI/ML Platforms, Q3 2024 report, tying for the highest score in the Strategy category. Google Cloud's Vertex AI platform provides a unified platform to manage the lifecycle of AI investments, from data preparation to model deployment, and addresses the full spectrum of AI needs: predictive, generative, and agentic. Google Cloud's open and flexible approach, pioneering innovation, comprehensive tools for AI teams, and enterprise-readiness make it an attractive choice for enterprises looking to accelerate their AI strategy.
AI Generative AI LLM Official Blog Sept. 2, 2024Magic partners with Google Cloud to train frontier-scale LLMs - Magic, a generative AI startup, has partnered with Google Cloud to build two new cloud-based supercomputers to support its mission of developing code assistants with a context window reaching 100 million tokens.
AI LLM Machine Learning Vertex AI Sept. 2, 2024Vertex AI Function Calling - LLMs are turning into reasoning engines using capabilities like web search and calling external APIs.
AI Machine Learning Aug. 26, 2024Reranking - A Reranker is a language model that computes a relevance score using a document and a query.
AI Cloud Run GPU Official Blog Serverless Aug. 26, 2024Run your AI inference applications on Cloud Run with NVIDIA GPUs - Cloud Run now supports NVIDIA L4 GPUs, enabling developers to run real-time AI inference applications with lightweight open models like Google's Gemma or Meta's Llama. This allows for building custom chatbots, on-the-fly document summarization, and serving fine-tuned AI models.
AI Machine Learning Python Aug. 19, 2024Step-by-Step Guide: Deploying Streamlit Apps on Google Cloud Platform (GCP) - This article provides a step-by-step guide on testing and deploying Python web applications, specifically Streamlit apps, on Google Cloud Platform.
AI GCP Certification Official Blog Aug. 19, 2024The top AI courses for a summer of learning with Google Cloud - Google Cloud offers a range of AI courses for summer learning. These courses cover topics such as generative AI, AI engineering, machine learning, and more.
AI Generative AI Security Aug. 5, 2024Putting Generative Agents behind authentication and controlling their Access. - This article discusses how to build an authenticated generative AI agent on Google Cloud. The article provides a step-by-step guide on setting up authentication using Google as the identity provider, implementing authorization through OAuth2 scopes, and enabling auditability through conversation history tracking.
AI Official Blog Startups Aug. 5, 2024Launching a landmark partnership to support AI startups with Y Combinator - Google Cloud and Y Combinator have partnered to support AI startups. YC startups will receive access to Google Cloud's AI platform, including GPUs, TPUs, cloud credits, and support and mentorship.
AI Gemini Official Blog Aug. 5, 2024New strides in making AI accessible for every enterprise - Google Cloud's Gemini 1.5 update brings significant cost reductions, with input costs slashed by up to 85% and output costs by up to 80%. Additionally, Gemini 1.5 Flash and Pro now support over 100 languages, enabling global users to interact in their native tongues. Provisioned Throughput in Vertex AI, coupled with a 99.5% uptime SLA, ensures predictable performance for enterprise-scale AI applications.
AI Official Blog Aug. 5, 2024Virtual Try On for Saree - Meesho, an Indian e-commerce platform, partnered with Google Cloud Consulting to develop a Virtual Try On solution for sarees. The solution utilizes Google Cloud Platform to process and enhance saree images, enabling end suppliers to easily upload and showcase their products.
AI Official Blog PyTorch Aug. 5, 2024Announcing PyTorch/XLA 2.4: A better Pallas and developer experience, plus “eager mode” - PyTorch/XLA 2.4 introduces several improvements to enhance developer experience and model performance. It includes updates to Pallas, a custom kernel language supporting TPUs and GPUs, with added support for Flash Attention, Paged Attention, and Megablocks' block sparse kernels.
AI BigQuery Data Analytics Gemini Official Blog Aug. 5, 2024Understanding new Gemini model inference, tuning, grounding and safety settings in BigQuery - BigQuery now supports the latest Gemini models, including Gemini 1.5 Pro and Gemini 1.5 Flash, enabling users to analyze text, images, audio, and PDF files from a single model. Grounding with Google search and customizable safety settings ensure responsible AI responses, while support for Gemini 1.0 model tuning and evaluation allows further customization of AI capabilities.
AI Generative AI LLM Vertex AI July 29, 2024The Chronicles of Llama: The new Llama 3.1 405b on Vertex AI! - This notebook shows how to get started with the new Llama 3.1 405b on Vertex AI.
AI Machine Learning Python July 29, 2024Package and deploy your machine learning models to Google Cloud with Cog - Cog is an open-source tool that lets you package machine learning models in a standard, production-ready container.
AI Generative AI LLM Official Blog Vertex AI July 29, 2024Meta’s Llama 3.1 is now available on Google Cloud - Meta's Llama 3.1, including a 405B model, is now available on Vertex AI Model Garden. Access the 405B model via Model-as-a-Service in preview or use the 8B and 70B models for self-service fine-tuning.
AI Official Blog Vertex AI July 29, 2024Mistral AI's Codestral launches as a service, first on Vertex AI - Google Cloud and Mistral AI have partnered to introduce Codestral, an open-weight generative AI model designed for code generation tasks, as a fully-managed service on Vertex AI. Mistral AI's latest large language models, Mistral Large 2 and Mistral Nemo, are also now available on Vertex AI Model Garden. These models excel in coding, mathematics, and multilingual capabilities, making them ideal for a range of downstream tasks.
AI GCP Experience Google Kubernetes Engine Official Blog July 29, 2024LiveX AI reduces customer support costs by up to 85% with AI agents trained and served on GKE and NVIDIA AI - LiveX AI, a cutting-edge generative AI company, has achieved remarkable success by leveraging Google Kubernetes Engine (GKE) and NVIDIA AI platform. Their custom AI agents deliver real-time, immersive customer experiences, reducing customer support costs by up to 85% and improving first-response times from hours to seconds.
AI LLM July 29, 2024Run Google’s Gemma 2 model on a single GPU with Ollama: A Step-by-Step Tutorial - Have you ever wished you could run powerful Large Language Models like those from Google on a single GPU?
AI Generative AI Machine Learning July 22, 2024Quizaic — A Generative AI Case Study - Quizaic, a trivia quiz generator app powered by generative AI, showcases the potential and challenges of harnessing this technology.
AI API Cloud Code Official Blog July 15, 2024Faster API development with the Cloud Code plugin for API management - The Cloud Code plugin for API management simplifies and accelerates API development within the Google Cloud console and commonly used IDEs. Developers can create workspaces, build proxies, and leverage Gemini Code Assist to streamline API delivery.
AI Vertex AI July 15, 2024RAG API powered by LlamaIndex on Vertex AI - The RAG API powered by LlamaIndex on Vertex AI provides an easy and flexible way to ground LLMs with private data. It offers features like indexing, embedding, retrieval, and generation. Users can upload various file types, including PDFs, DOCX, and PPTX, and customize settings such as chunk size and similarity thresholds.
AI Generative AI Machine Learning Vertex AI Agent Builder July 8, 2024Generative Agents with Structured Data - Generative AI agents that can converse with employees about domain-specific knowledge are in demand. Vertex Agent Builder simplifies the process of building such agents, but it requires more work when interacting with structured data. To address this, we combined Agent Builder's Search and Generative Agents tools to create a maintainable solution. The result is a Generative Agent that can converse with users in plain English, understand their intent, retrieve relevant information from structured data, and provide answers in a conversational style.
AI Generative AI LLM July 8, 2024Quizaic — A Generative AI Case Study - Continuing with the series application Quizaic, which uses generative AI to create and play high quality trivia quizzes. This article explores how best to assess the accuracy of our AI-generated quizzes.
AI DevOps Python Speech to Text July 8, 2024Enhancing Video to Text Transcription with AI: An Asynchronous Solution on Google Cloud Platform - An asynchronous video-to-text transcription solution built with GCP using an event-driven and serverless architecture.
AI Gemini Generative AI July 1, 2024How to: Build a Chat Web Application with Streamlit, Cloud Run and Gemini Flash - In this post, we’ll explore how to create a basic chat application using Gemini Flash, which is a powerful multimodal AI model from Google.
AI Gemini Official Blog July 1, 2024Making Vertex AI the most enterprise-ready generative AI platform - Google Cloud's Vertex AI platform offers enterprise-ready generative AI capabilities. It features models like Gemini 1.5 Flash with a 1 million-token context window, providing low latency and cost-effectiveness. Gemini 1.5 Pro boasts a 2 million-token context window, enabling unique multimodal use cases. Imagen 3, Google's latest image generation model, delivers faster generation, improved prompt comprehension, and photo-realistic images. Vertex AI also supports third-party models like Anthropic's Claude 3.5 Sonnet and open models like Gemma 2. Context caching and provisioned throughput ensure efficient and predictable performance.
AI Official Blog Vertex AI Vertex AI Agent Builder July 1, 2024Google Cloud expands grounding capabilities on Vertex AI - Google Cloud expands grounding capabilities on Vertex AI, making it easier for customers to build more capable AI agents and applications. Grounding with Google Search, now generally available, will soon offer dynamic retrieval, a new capability to help customers balance quality with cost efficiency. Grounding with high-fidelity mode, announced in experimental preview, is a new feature of the grounded generation API that will further reduce hallucinations. Grounding with third-party datasets is coming in Q3 this year, enabling customers to integrate specialized data into their generative AI agents.
AI Generative AI LLM Networking Official Blog June 24, 2024Exploring Google Cloud networking enhancements for generative AI applications - Google Cloud offers new networking capabilities to optimize traffic for generative AI applications. These capabilities include Cross-Cloud Network for accelerated AI training and inference, Model as a Service Endpoint for secure and reliable access to AI models, custom AI-aware load balancing for minimized inference latency, optimized traffic distribution for AI inference applications, and Service Extensions for enhanced gen AI serving.
AI Confidential Computing Official Blog June 24, 2024How Confidential Accelerators can boost AI workload security - Google Cloud has announced two new Confidential Computing offerings to protect the privacy and confidentiality of AI/ML workloads: Confidential VMs powered by NVIDIA H100 Tensor Core GPUs with HGX protected PCIe, and Confidential VMs with Intel Advanced Matrix Extensions (Intel AMX) support.
AI Vertex AI June 17, 2024Quizaic — A Generative AI Case Study - This article discusses the data model, access model, system architecture, and technology choices made for the application, including Flutter for the user interface, Google Cloud Run for hosting, Cloud Firestore for storage, and Vertex AI for quiz and image generation.
AI Billing Data Analytics June 10, 2024How We Halved Our Data Pipeline Costs Using Applied AI - A digital marketing agency built a data pipeline using Google Cloud Platform to ingest data from various marketing APIs into BigQuery for analysis. To optimize processing costs, they applied a hill climbing algorithm with a logarithmic probability function to each job, finding the optimal chunk size for faster and cheaper processing. This resulted in a 50% reduction in processing costs within a month of deployment.
AI Flutter LLM Machine Learning June 10, 2024Quizaic — A Generative AI Case Study - Quizaic is a demo application that uses generative AI to create high-quality trivia quizzes and manage the interactive quiz-playing experience. The app is built using Google Cloud Platform, AI, Flutter, Machine Learning, and LLM.
AI Official Blog June 10, 2024Google is a Leader in The Forrester Wave™: AI Foundation Models for Language, Q2 2024 - Google is recognized as a Leader in The Forrester Wave™: AI Foundation Models for Language, Q2 2024, receiving the highest scores in Current Offering and Strategy categories.
AI Cloud Run Official Blog June 3, 2024Cloud Run: the fastest way to get your AI applications to production - Cloud Run offers a straightforward way to deliver AI-powered applications to production, allowing developers to focus on their application logic without worrying about the underlying infrastructure or scaling. It provides features like fast prototyping, observability, rapid innovation with concurrent revisions, and connectivity to cloud databases for integrating with enterprise data. Custom domains and multi-regional deployments with a global external load balancer ensure a reliable user experience.
AI Generative AI Official Blog Partners Vertex AI June 3, 2024Anthropic’s Claude 3 Opus and tool use are generally available on Vertex AI - Anthropic’s Claude 3 Opus, the most capable and intelligent model in the Claude 3 family, is now generally available on Vertex AI. It excels at complex tasks like in-depth analysis, research, and task automation.
AI Machine Learning Vertex AI May 27, 2024MLOps end-to-end system on Google Cloud Platform (II): Our solution in detail - A detailed review of ML solution, designed from scratch on GCP using Vertex AI.
AI Official Blog Partners May 27, 2024How partners can augment solution development with gen AI - Google Cloud partners can use generative AI (gen AI) to enhance their DevOps practices and accelerate solution development. The gen AI solution integrates with existing workflows and provides tools for code generation, review, and deployment. Partners can use this solution to streamline software delivery operations, improve code quality, and reduce errors. The reference architecture includes components such as Vertex AI, Cloud Storage, BigQuery, and security and observability services.
AI LLM Official Blog May 20, 2024To tune or not to tune? A guide to leveraging your data with LLMs
AI Gaming Official Blog May 20, 2024Game-changing assets: Making concept art with Google Cloud's generative AI - This blog post demonstrates how easy it is for gaming developers to deploy generative AI services on Google Cloud, showcase the available tooling of Model Garden on Vertex AI (including partner integrations like Hugging Face and Civitai), and highlight their potential for scaling game-asset creation.
AI Machine Learning Vertex AI May 13, 2024MLOps end-to-end system on Google Cloud Platform (I): Empowering Forecasting Solutions - A big picture of MLOps-driven forecasting system, addressing all key points of ML Operations.
AI Cloud Storage Official Blog PyTorch May 6, 2024Introducing Dataflux Dataset for Cloud Storage to accelerate PyTorch AI training
AI Official Blog May 6, 2024AI can be the catalyst to reignite your digital transformation
AI Machine Learning Official Blog May 6, 2024Google is a Leader in the 2024 Gartner® Magic Quadrant™ for Cloud AI Developer Services
AI Gemini Official Blog Workflows May 6, 2024Long document summarization with Workflows and Gemini models - This blog post illustrates how Workflows can perform long-document summarization.
AI Cloud Storage GCP Experience Official Blog May 6, 2024Woven by Toyota decreased their AI training times by 20% by using Cloud Storage FUSE
AI BigQuery Machine Learning Official Blog Speech to Text May 6, 2024Transforming customer feedback: analyzing audio customer reviews with BigQuery ML’s speech-to-text
AI LLM April 29, 2024LLm infini-attention with linear complexity - Introducing Google’s Infini-attention to increase LLM attention windows and reduce quadratic complexity.
AI Official Blog April 29, 2024AI will break the stagnation in developer productivity, but only if you do it right - This paper explores how to measure developer productivity and how AI can make a significant impact. It's aimed at team leaders who can create the right environment to maximize the benefits of AI-powered developer tools.
AI Google Cloud Platform Official Blog April 29, 2024Google Cloud Innovator Juan Guillermo Gómez on transforming AI and the importance of community
AI BigQueryML Machine Learning Official Blog April 29, 2024Introducing new ML model monitoring capabilities in BigQuery
AI BigQuery Gemini April 22, 2024Generate Data Insights in No Time using AI - Build an AI app using Langchain to Analyze Data for your company.
AI Google Kubernetes Engine LLM April 22, 2024GKE Orchestration : Deploy your Gemma LLM - Deploying Gemma - lightweight open model on GKE.
AI GCP Experience Google Kubernetes Engine Official Blog Vertex AI April 22, 2024Innovating in patent search: How IPRally leverages AI with Google Kubernetes Engine and Ray
AI GCP Certification Official Blog April 22, 2024Google Cloud offers new AI, cybersecurity, and data analytics training to unlock job opportunities
AI Official Blog Vertex AI April 15, 2024Introducing new Vertex AI text embedding models
AI Official Blog April 15, 2024Ushering in a new era for app developers
AI Business Official Blog April 15, 2024Powering the next generation of AI startups with Google Cloud
AI Cloud Healthcare Cloud Identity Official Blog April 15, 2024Introducing Isolator: Enabling secure multi-party collaboration with healthcare data
AI Compute Engine Official Blog April 15, 2024Introducing ML Productivity Goodput: a metric to measure AI system efficiency
AI BigQuery Official Blog April 15, 2024Introducing multimodal and structured data embedding support in BigQuery
AI Official Blog April 15, 2024Eating our own dogfood: Building an AI-driven business at Google Cloud Consulting
AI Confidential Computing Official Blog April 15, 2024Expanded Confidential Computing portfolio and introducing Confidential Accelerators for AI workloads
AI Official Blog April 15, 2024Performance deep dive of Gemma on Google Cloud
AI Google Kubernetes Engine Official Blog April 15, 2024Gemma on Google Kubernetes Engine deep dive: New innovations to serve open generative AI models
AI Compute Engine GPU Official Blog April 15, 2024What’s new with Google Cloud’s AI Hypercomputer architecture
AI GPU Official Blog TPU April 15, 2024Accelerate AI Inference with Google Cloud TPUs and GPUs
AI Gemini LLM Python April 1, 2024Crafting Bespoke Output Formats with Gemini API - Propose a method using question phrasing and API calls to craft a bespoke output, enabling seamless integration with user applications.
AI Machine Learning Python April 1, 2024Secure Together — Federated Learning for Decentralized Security on GCP - Integrating security mechanisms to enhance organization posture with FL.
AI Google Kubernetes Engine Official Blog March 25, 2024How to secure Ray on Google Kubernetes Engine - Sharing security insights and hardening techniques for training AI/ML workloads on Ray framework.
AI Official Blog Partners Vertex AI March 25, 2024Anthropic’s Claude 3 Sonnet and Claude 3 Haiku are now generally available on Vertex AI - Claude 3 Sonnet and Claude 3 Haiku are generally available to all customers on Vertex AI.
AI Official Blog March 25, 2024Google named a Leader in The Forrester Wave: AI Infrastructure Solutions, Q1 2024
AI Google Kubernetes Engine Official Blog March 25, 2024Advanced scheduling for AI/ML with Ray and Kueue - In this blog dives into how KubeRay and Kueue work together to orchestrate advanced scheduling for Ray applications on GKE.
AI Google Kubernetes Engine GPU Official Blog Partners March 25, 2024Accelerate your generative AI journey with NVIDIA NeMo framework on GKE - This blog post shows how generative AI models can be adapted to your use cases by demonstrating how to train models on Google Kubernetes Engine (GKE) using NVIDIA accelerated computing and NVIDIA NeMo framework.
AI Google Kubernetes Engine Official Blog March 25, 2024Why GKE for your Ray AI workloads? Portability, scalability, manageability, cost - This blog post explains the numerous benefits that running Ray on GKE brings to the table — scalability, cost-efficiency, fault tolerance, isolation, and portability, to name a few — and resources on how to get started.
AI Official Blog Vertex AI March 18, 2024A window into protein folding: Lowering the barriers for AlphaFold Inferencing - Google Cloud introduces AlphaFold Portal, protein modeling for beginners to make Vertex AI AlphaFold Inference Pipeline easier to use.
AI Cloud Healthcare Official Blog March 18, 2024Healthcare's AI transformation is already underway
AI Google Kubernetes Engine Official Blog March 11, 2024Running AI on fully managed GKE, now with new compute options, pricing and resource reservations
AI LLM Official Blog March 11, 2024Domain-specific AI apps: A three-step design pattern for specializing LLMs - This article embarks on a journey through the key advantages of domain-specific LLMs.
AI AlloyDB Cloud Spanner Cloud SQL Data Analytics Machine Learning Official Blog March 4, 2024Google Cloud databases stand ready to power your gen AI apps with new capabilities - Recent AI improvements for GCP databases.
AI Gemini Machine Learning Feb. 26, 2024Leveraging Gemini for PII Detection in BigQuery: An Experiment - Step-by-step sample code on an experiment using Google Gemini Pro 1.0.
AI Official Blog Vertex AI Feb. 26, 2024Gemma is now available on Google Cloud - Google Cloud customers can get started today customizing and building with Gemma models in Vertex AI and running them on Google Kubernetes Engine.
AI Data Science LLM Machine Learning Feb. 19, 2024BigQuery Data Analyses With Gemini LLM - The Gemini-Pro LLM model is now available in BigQuery ML. Here’s how to use it.
AI Machine Learning Official Blog Partners Feb. 19, 2024Power self-serve analytics and generative AI with Sparkflows and Google Cloud - Sparkflows is a Google Cloud partner that provides a powerful platform packed with self-service analytics, ML and gen AI capabilities for building data products.
AI LLM Machine Learning Official Blog Feb. 19, 2024Your RAGs powered by Google Search technology, part 2 - A deeper look at the critical technologies that are essential for building a successful RAG system to help ground large language models (LLM) when building applications.
AI BigQuery Feb. 11, 2024Analyzing customer feedback at scale — from Google Sheets to BigQuery! - This post walks you through analyzing sentiment at scale without writing a single line of code.
AI Cloud Natural Language API Machine Learning Official Blog Feb. 11, 2024Medical Text Processing on Google Cloud
AI Cloud Filestore Official Blog Feb. 5, 2024GKE plus Filestore - Improve training times for AI/ML workloads by up to 37% - This blog post focuses on the important role that Filestore can play in training AI/ML workloads.
AI BigQuery LLM Machine Learning Official Blog Jan. 22, 2024Integrating BigQuery data into your LangChain application - See how to integrate your BigQuery data into LLM solutions.
AI Machine Learning Vertex AI Jan. 22, 2024Enterprise MLOps with Google Cloud Vertex AI (part 1) - This article is the first in a series where we will demonstrate how to establish a comprehensive MLOps framework on Google Cloud.
AI GCP Certification Machine Learning Jan. 15, 2024GCP Professional Machine Learning Engineering Certification- Latest Tips and Tricks - Sharing tips and tricks to pass the Professional Machine Learning Engineering Certification exam.
AI Duet AI Jan. 8, 2024Unleashing data insights with Google’s Duet AI, zero code required - In this blog, we’ll walk through the process of leveraging a few different versions of Duet AI in order to help us gain novel insights from a large dataset without writing any code.
AI BigQuery Vertex AI Jan. 1, 2024Tackling BigQuery Resource Issues in Vertex AI Batch Predictions - Dealing with BigQuery errors in Vertex AI Batch predictions.
AI Vertex AI Jan. 1, 2024VertexAI , How to make an AI-Assistant? - Creating a AI-Assistant.
AI Google Kubernetes Engine Kubernetes Machine Learning Dec. 25, 2023Democratizing AI: How GKE Makes Machine Learning Accessible - A curated list of many of the new features that were released on GKE especially useful for Machine Learning, Artificial Intelligence, and Large Language Models.
AI Cloud Healthcare Machine Learning Official Blog Dec. 18, 2023MedLM: generative AI fine-tuned for the healthcare industry - MedLM — a family of foundation models fine-tuned for healthcare industry use cases.
AI GCP Experience Machine Learning Official Blog Dec. 18, 2023AI-driven growth: AppLovin's journey amplified by Google Cloud - AppLovin journey with Google Cloud.
AI Duet AI Machine Learning Official Blog Dec. 18, 2023Have the AI build your app for you! - Let Duet AI help you by speeding up the process of developing and deploying sample apps.
AI Official Blog Dec. 11, 2023Dynamic Workload Scheduler: Optimizing resource access and economics for AI/ML workloads - Dynamic Workload Scheduler is a resource management and job scheduling platform designed for AI Hypercomputer.
AI Google Kubernetes Engine Machine Learning Official Blog TPU Dec. 3, 2023Powering cost-efficient AI inference at scale with Cloud TPU v5e on GKE - With Cloud TPUs on Google Kubernetes Engine (GKE), the leading Kubernetes service in the industry, customers can orchestrate AI workloads efficiently and cost effectively with best-in-class training and inference capabilities.
AI Cloud Run Official Blog Vertex AI Dec. 3, 2023Gen AI apps: Deploy LangChain on Cloud Run with LangServe - This blog post shows how to get started with LangServe and deploy a template to Cloud Run that calls the VertexAI PaLM 2 for chat model.
AI Generative AI Machine Learning Official Blog Dec. 3, 2023How generative AI is transforming the customer service experience
AI Cloud SQL Nov. 27, 2023SQL queries + pgvector: Retrieval Augmented Generation for PostgreSQL - Using pgvector in PostgreSQL for embeddings.
AI Generative AI Machine Learning Official Blog Nov. 20, 2023Top five ways generative AI can drive value in capital markets
AI Official Blog Security Nov. 13, 2023Google Cloud’s approach to trust and transparency in AI
AI Official Blog TPU Nov. 13, 2023AI Machine Learning Official Blog TPU Nov. 13, 2023Introducing Accurate Quantized Training (AQT) for accelerated ML training on TPU v5e - Introduction of the open-source Accurate Quantization Training (AQT) library that provides the software support needed for easy tensor operation quantization in JAX.
AI Machine Learning Official Blog Speech to Text Nov. 13, 2023Using FFmpeg with Google Cloud Speech-to-Text - Using FFmpeg library to decode audio file to correct format for Speech-to-Text processing.
AI HPC Machine Learning Official Blog Nov. 13, 2023Running AI and ML workloads with the Cloud HPC Toolkit - Google Cloud HPC Toolkit is a set of open-source tools and resources that help you create repeatable, turnkey HPC environments for your HPC, AI and machine learning workloads; you can quickly and easily use an existing blueprint, or create your own in a simple YAML file, to get a cluster up and running in minutes.
AI BigQuery Data Analytics Official Blog Nov. 6, 2023Data analytics in the age of AI: How we’ve enhanced our data platforms this year - In this blog, we will summarize the key innovations to our Data and AI Cloud in 2023 across three strategic areas.
AI Cloud Spanner Official Blog Vertex AI Nov. 6, 2023SQL-only ML Predictions in Spanner with Vertex AI Integration - In this blog, we will explore the steps to perform ML predictions from Spanner using a model deployed in Vertex AI. This is possible by registering the ML model in Spanner that has already been deployed to a Vertex AI endpoint.
AI Machine Learning Official Blog Nov. 6, 2023Key considerations for evaluating AI-powered tools for enterprise developers
AI Machine Learning Official Blog Oct. 23, 2023Getting started with Feast on Google Cloud - This post is the second in a short series of blog posts about Feast on Google Cloud. In this post, we’ll provide an introductory tutorial for building an ecommerce reranking model for product recommendations using Feast on Google Cloud.
AI Machine Learning Official Blog TPU Oct. 23, 2023InstaDeep’s scalable reinforcement learning on Cloud TPU - n this article, we dive into the scaling capabilities of Cloud TPUs and their transformative impact on Reinforcement Learning workloads for both research and industry.
AI Machine Learning Official Blog Partners Oct. 23, 2023Vertex AI adds Mistral AI model for powerful and flexible AI solutions - Mistral AI is teaming up with Google Cloud to natively integrate their cutting-edge AI model within Vertex AI.
AI AI Platform Notebooks Vertex AI Oct. 16, 2023From localhost to shareable Vertex AI Notebook demo - This post explains how to share the Vertex AI Notebooks.
AI Official Blog Security Oct. 16, 2023Get a head start on 2024 with AI and more at Google Cloud Security Talks - At our Security Talks on Oct. 25, Google Cloud will bring experts together to share insights, best practices, and ways to help increase resilience against modern risks and threats.
AI Generative AI Official Blog Oct. 16, 2023Formula E chooses generative AI to inform drivers and engage fans - Formula E combined race and car telemetry data with gen AI to provide a conversational interface for drivers and fans to ask wide-ranging questions.
AI BigQuery Cloud Functions Machine Learning Oct. 9, 2023Data to AI with Programmable Cloud! - Example of using Python Cloud Function to predict the success score of a movie based on 2 attributes: it’s GENRE and RUNTIME.
AI Official Blog Partners Oct. 9, 2023Built with Google AI: Achieve better observability for ML models with Fiddler AI - Achieve greater AI observability and increased governance of responsible AI for your ML models with Google Cloud and Fiddler AI.
AI Generative AI Official Blog Oct. 9, 2023The generative AI revolution in the games industry: A path to boundless creativity - Google Cloud insights into generative AI and gaming.
AI BigQuery Duet AI Sept. 25, 2023Your AI Companion in the Google Cloud - Duet AI boosts your BigQuery SQL queries.
AI Looker Machine Learning Official Blog Sept. 25, 2023Bring AI to Looker with the Machine Learning Accelerator
AI GCP Certification Generative AI Official Blog Sept. 18, 2023Generative AI on Google Cloud: New training content, from introductory to advanced - New generative AI training options are available for both a non-technical audience (introductory)and for more advanced technical practitioners.
AI GCP Experience Official Blog Partners Sept. 11, 2023Built with Google Cloud AI: How AI can improve data quality and observability for startups and enterprises - How AI can improve data quality and observability for startups and enterprises.
AI Cloud Natural Language API Official Blog Sept. 11, 2023Improving Trust in AI and Online Communities with PaLM-based Moderation - How Google Cloud’s Text Moderation service, powered by the Cloud Natural Language API, can protect brands.
AI Official Blog TPU Sept. 4, 2023How to scale AI training to up to tens of thousands of Cloud TPU chips with Multislice - Learn how new Cloud TPU Multislice functionality can enable 2x higher scale than alternate accelerators, with 2x higher performance/dollar and near-linear scaling out-of-the-box.
AI BigQuery Data Analytics Official Blog Sept. 4, 2023Harnessing the power of PaLM in BigQuery - By integrating Vertex AI foundation models in BigQuery, you can analyze unstructured data from right inside BigQuery.
AI Cloud Storage Official Blog Storage Aug. 28, 2023Unleash your AI workloads with Google Cloud’s latest storage solutions - Google Cloud’s new storage solutions include the Parallelstore parallel file system, Cloud Storage FUSE, and Google Cloud NetApp Volumes.
AI Machine Learning Official Blog Aug. 28, 2023What is Multimodal Search: "LLMs with vision" change businesses - Adding vision capabilities to LLMs.
AI Dialogflow NodeJS Aug. 21, 2023GenAI based Chatbot using Google Chat, Dialogflow, GPT and Google Cloud Platform - Creating a Google Chatbot that recommends a recipe based on a list of ingredients.
AI GCP Experience Official Blog Aug. 21, 2023Implementing MLOps tools and processes for supply chain science at Wayfair - Wayfair migrated to Kubeflow-based Vertex AI Pipelines for orchestration while leveraging the internal tooling it built on top of Vertex AI.
AI Python Aug. 21, 2023How to Use Google’s PaLM 2 API with Python - Customize and integrate Google’s LLM in your application.
AI GCP Experience Aug. 14, 2023Hear from One AI, a fast-growing seed-stage startup on what to consider when selecting a cloud provider - At the 2023 Google Cloud Startup Summit, One AI and MongoDB discussed key insights startups should consider when integrating AI into their products.
AI Official Blog Aug. 14, 20234 key learnings to kickstart your startup's generative AI journey - Learn about the latest AI technologies on Google Cloud during our ‘Generative AI for Startups’ webinar on-demand.
AI Official Blog Vertex AI Aug. 7, 2023How to build and execute AI use cases at the edge - Google Distributed Cloud enables customers to run AI and other modern workloads in the edge locations and data centers.
AI Business Official Blog July 31, 2023A new accelerator for AI-first startups in Europe and Israel - AI-first startups in Europe and Israel should apply before July 30 for the new Google for Startups Accelerator: AI First program to receive mentorship and credits.
AI NoSQL Official Blog July 31, 2023Build intelligent applications with Neo4j Knowledge Graphs and Google Cloud generative AI - Augment generative AI with Knowledge Graphs for more precise generation of content and recommendations.
AI GCP Experience Official Blog SAP July 31, 2023Faster retailer success with Google Cloud Shelf Checking AI and Cortex Framework with SAP - Integration between Google Cloud’s Shelf Checking API and SAP ERP systems gives retailers new tools to reduce shelf-outs and stock-outs.
AI Google Kubernetes Engine GPU Machine Learning Official Blog July 17, 2023Improve training time of distributed machine learning with NCCL Fast Socket - NCCL Fast Socket uses a number of techniques to achieve better and more consistent NCCL performance.
AI Official Blog Vertex AI July 10, 2023Formulating a more effective way to identify vehicle damage with Explainable AI - KBTG Labs improves the automobile insurance claims validation and settlement process using Vertex AI, AutoML, and Explainable AI to detect vehicle damages.
AI Cloud Run Vertex AI July 10, 2023Running Large Language Models on Google Cloud Platform via Cloud Run, VertexAI and PubSub - LLMOps on GCP - Running LLMs on Google Cloud.
AI Data Science GCP Experience July 3, 2023Unveiling the first generation data architecture of a newspaper - This article describes how NZZ, Switzerland’s German-speaking newspaper of record, developed and improved its first data cloud architecture powering various data products. Use-case driven, iteratively, and modular.
AI Cloud SQL Official Blog July 3, 2023Announcing vector support in PostgreSQL services to power AI-enabled applications - Use AlloyDB and Cloud SQL to store and index vector embeddings generated by large language models (LLMs), via the pgvector PostgreSQL extension.
AI Official Blog July 3, 2023Building AI-powered apps on Google Cloud databases using pgvector, LLMs and LangChain - Learn how to add generative AI features to your applications with just a few lines of code using pgvector, LangChain and LLMs on Google Cloud.
AI Official Blog July 3, 2023The rise of GenEng: How AI changes the developer role - This post highlights how the bulk of the innovation in applying Generative AI to solve business problems will be driven by application developers.
AI Machine Learning TensorFlow Vertex AI June 26, 2023What you can expect from Vertex TensorBoard - How Google integrates TensorBoard into its Vertex exosystem, where it differs from its open source sibling and how you make the most of it.
AI Machine Learning Recommendations AI June 26, 2023Provide a Personalized Experience to Your Customers Using Google Cloud Recommendation AI - Implement a highly advanced recommender system using Google Cloud Recommendation AI.
AI Vertex AI June 26, 2023Sentiment analysis with generative AI: a data-driven PaLM 2 prompt evaluation - A simple overview of how to evaluate the quality of a sentiment analysis prompt.
AI Business Official Blog June 19, 2023AI in financial services: Applying model risk management guidance in a new world - AI in financial services: Applying model risk management guidance in a new world.
AI Business Official Blog June 19, 2023Generative AI: The next phase of cloud transformation for communications service providers - Generative AI has the potential, alongside other forms of AI, to accelerate the transformation already underway in the telecommunications industry.
AI Machine Learning June 19, 2023Generative AI Learning Path Notes — Part 2 - Notes from Generative AI Learning course.
AI Data Science Terraform June 12, 2023Deploying Google Cloud Dataproc with Terraform — what, why and how - A brief overview of Dataproc and how it can be deployed with Terraform.
AI Document AI Official Blog June 12, 2023Document AI: Understanding invoices to passports and beyond - Use cloud AI tools to extract key data points from receipts, passports, and all manner of documents.
AI Machine Learning Official Blog June 12, 2023Helping businesses with generative AI - Explore how Google Cloud is helping organizations innovate with generative AI.
AI Data Analytics Official Blog June 12, 2023Predict, personalize, and wow your customers with better analytics and AI - Learn how analytics and AI can provide a true 360 view of the customer and help create better financial services experiences.
AI BigQueryML Data Analytics Machine Learning Official Blog June 5, 2023How to simplify unstructured data analytics using BigQuery ML and Vertex AI - How BigQuery’s ML inference engine can be used to run inferences against unstructured data in BigQuery using Vertex AI pre-trained models.
AI Official Blog May 29, 2023Google is named a Leader in the 2023 Gartner® Magic Quadrant™ for Cloud AI Developer Services report - Gartner names Google a Leader in the 2023 Gartner® Magic Quadrant™ for Cloud AI Developer Services report.
AI Official Blog Vertex AI May 29, 2023Vertex AI Embeddings for Text: Grounding LLMs made easy - Embeddings for text, vector search, large language models and integration methods for your internal apps.
AI GCP Experience Machine Learning Official Blog May 22, 2023How Glance is collaborating with Google to build a next-level Gaming Recommendation engine - Technical deep dive to develop gaming recommendation systems at scale. Read how Google Cloud and Glance Gaming build a scalable recommendation system.
AI Official Blog May 22, 2023Introducing Duet AI for developers: The next frontier in AI-powered developer productivity - Explore how Google Cloud’s Duet AI can make developers more productive.
AI Official Blog May 15, 2023At Google I/O, generative AI gets to work
AI Official Blog Vertex AI May 15, 2023AI DevOps Official Blog SRE May 15, 2023Introducing Duet AI for Google Cloud – an AI-powered collaborator
AI Cloud Dataflow IoT May 1, 2023How to balance cost vs performance on Google Cloud - Optimizing project that works wit the real time data.
AI Business Official Blog May 1, 2023Google Cloud Startup Summit introduces benefits for AI startups - Google Cloud launches new benefits for AI startups to give them the technology, community and resources they need to build and grow their startup faster, smarter, and cheaper.
AI Official Blog Security May 1, 2023Supercharging security with generative AI - At the RSA Conference, we are excited to announce Google Cloud Security AI Workbench, an industry-first extensible platform powered by the specialized LLM Sec-PaLM.
AI Official Blog Security May 1, 2023Introducing AI-powered insights in Threat Intelligence - Google Cloud and Mandiant plan to use LLMs to transform threat intelligence and how it is operationalized. Here’s why.
AI Machine Learning PyTorch Vertex AI May 1, 2023Batch/Online Predictions with Pytorch Hugging Face Models on Google Cloud - Build your personalized container that adapts to your needs.
AI Official Blog TensorFlow Vertex AI April 24, 2023Scaling deep retrieval with TensorFlow Recommenders and Vertex AI Matching Engine - In this blog, we demonstrate how to build a playlist recommendation system by implementing an end-to-end candidate retrieval workflow from scratch with Vertex AI.
AI Official Blog TPU April 10, 2023Google’s Cloud TPU v4 provides exaFLOPS-scale ML with industry-leading efficiency - A new paper describes how Google’s Cloud TPU v4 outperforms TPU v3 by 2.1x on a per-chip basis, and improves performance/Watt by 2.7x.
AI Official Blog Vertex AI April 3, 2023Your guide to Generative AI support in Vertex AI - Organizations can build with the generative AI models they need with Vertex AI’s Model Garden and fine-tune models with Generative AI Studio.
AI Gen App Builder Official Blog April 3, 2023Build new generative AI powered search & conversational experiences with Gen App Builder - Google Cloud’s Generative AI App Builder brings the power of generative AI to developers, businesses, and governments.
AI GPU Official Blog April 3, 2023Google Cloud and NVIDIA bring next-generation AI infrastructure and software for large scale models and generative AI applications to enterprises - NVIDIA and Google Cloud help companies accelerate generative AI and other modern AI workloads.
AI Data Analytics Machine Learning Official Blog April 3, 2023Solving for the next era of innovation and efficiency with data and AI - Announcing new products to help optimize price-performance, embrace open ecosystems, securely set data standards, and add AI and ML to existing data.
AI Official Blog TensorFlow April 3, 2023How do I speed up my Tensorflow Transformer models? - Speeding up model inference for transformer models with optimized Tensorflow runtime and Vertex AI.
AI Official Blog Security March 27, 2023How AI can improve digital security - AI can have a major impact for good, but it needs to be deployed intelligently and responsibly. Here’s how Google is approaching AI and security.
AI Official Blog Vertex AI March 20, 2023Google Cloud brings generative AI to developers, businesses, and governments - Google Cloud announces Generative AI support in Vertex AI and Generative AI App Builder, helping businesses and governments build gen apps.
AI Machine Learning Official Blog March 20, 2023Building the most open and innovative AI ecosystem
AI GCP Experience Official Blog March 20, 2023How Osmo is digitizing smell with Google Cloud AI technology - Osmo is cataloging the vast world of scents with Google Cloud AI, unlocking new use cases ranging from next-generation perfumes to disease mitigation.
AI Machine Learning Official Blog Feb. 27, 2023Orange: Three unexpected lessons about AI in business - Orange has worked with Google Cloud to deploy its data in new and effective ways, using real AI on concrete business challenges.
AI Machine Learning Vertex AI Jan. 30, 2023Google Vertex AI Batch Predictions - Batch predictions allow you to predict large amounts of data in parallel.
AI Cloud Logging Machine Learning Vertex AI Jan. 30, 2023Add Cloud Logging to your Vertex AI Batch Prediction Jobs - A simple way to circumwent the limited debugging and logging capabilities.
AI Document AI Official Blog Dec. 26, 2022Document AI adds three new capabilities to its OCR engine - Announcing three new features for Document AI OCR, including intelligent document quality metrics, digital PDF support, and OCR model versioning.
AI Machine Learning Official Blog Vertex AI Dec. 19, 2022Using Vertex AI to build an industry leading Peer Group Benchmarking solution - Leveraging the latest technologies in artificial intelligence, Vertex AI is being used to build an industry leading Peer Group Benchmarking solution.
AI GCP Experience Machine Learning Official Blog TPU Dec. 5, 2022How InstaDeep used Cloud TPU v4 to help sustainable agriculture - Google Cloud and InstaDeep discuss how Cloud TPU v4 help train a large genomics model. This model will help predict crop characteristics and thereby help sustainable agriculture.
AI Machine Learning Vertex AI Nov. 27, 2022How to use previously created artifacts with Vertex AI Pipelines - Using already created artifacts in Vertex AI Pipelines.
AI Machine Learning Vertex AI Nov. 21, 2022ML Experiment Tracking with Vertex AI - Experimenting with machine learning models can get messy.
AI Official Blog TensorFlow Nov. 21, 2022Automating self-service tech support with Tensorflow - Speed up access to self-service tech support content with AI that can better parse and surface the right articles for the right queries.
AI Machine Learning Official Blog Nov. 21, 2022Using AI to increase asset utilization and production uptime for manufacturers - How to use the cloud and AI to increase asset utilization and production uptime in manufacturing.
AI BigQuery Machine Learning Nov. 7, 2022Doing AI with SQL Syntax?! (Bigquery) - A simple demo explaining how to do Machine Learning in BigQuery.
AI Machine Learning Official Blog Vertex AI Oct. 31, 2022Improved TabNet on Vertex AI: High-performance, scalable Tabular Deep Learning - TabNet in Vertex AI provides a convenient way for superior accuracy and explainability on your tabular data tasks.
AI Cloud Speech API Official Blog Oct. 24, 2022Run Google Cloud Speech AI locally, no internet connection required - Google Cloud Speech On-Device delivers server quality voice experiences even without a network connection.
AI Data Analytics Official Blog Oct. 17, 2022New AI agents can drive business results faster: Translation Hub, Document AI, and Contact Center AI - Google Cloud announces new AI agents — Translation Hub, Document AI Workbench and Document AI Warehouse — and continues to update Contact Center AI.
AI Machine Learning Official Blog Oct. 17, 2022Open source collaborations and key partnerships to help accelerate AI innovation - Google Cloud accelerates AI and ML innovation with open source initiatives and new partnerships.
AI Data Analytics Machine Learning Official Blog Oct. 17, 2022Google Cloud Next: top AI and ML sessions - Join us at Google Cloud Next ‘22 for our latest AI and ML announcements and insights.
AI Compute Engine HPC Networking Official Blog TPU Oct. 17, 2022Google Cloud infrastructure enhancements tailored for your workloads
AI Machine Learning Official Blog Oct. 10, 2022How our commitment to open source unlocks AI and ML innovation - From TensorFlow, JAX, and TFX to MLIR, KubeFlow, and Kubernetes, Google OSS contributions help accelerate machine learning.
AI Machine Learning Official Blog Vertex AI Sept. 26, 2022Enabling real-time AI with Streaming Ingestion in Vertex AI - Starting this month, Vertex AI Matching Engine and Feature Store will support real-time Streaming Ingestion as Preview features.
AI Machine Learning Official Blog Sept. 19, 2022Cloud Wisdom Weekly: 4 ways AI/ML boosts innovation and reduces costs - Whether ML models into production or injecting AI into operations, tech companies and startups want to do more with AI— and these tips can help.
AI Cloud Functions Python Sept. 12, 2022Run Stable Diffusion in a GCP Cloud Function — a step-by-step guide. - Generating Stable Diffusion Images via Cloud Function.
AI Machine Learning Vertex AI Aug. 22, 2022Serving Machine Learning models with Google Vertex AI - Deploying and serving any kind of machine learning model at any scale.
AI Machine Learning Official Blog Aug. 15, 2022Google Cloud and Apollo24|7: Building Clinical Decision Support System (CDSS) together - Discover the Google Cloud AI technologies supporting Apollo 24|7’s CDSS solution.
AI GCP Experience Machine Learning Official Blog TPU Aug. 1, 2022How Cohere is accelerating language model training with Google Cloud TPUs - Google Cloud and Cohere discuss how Cohere’s new framework deployed on Cloud TPU v4 Pods helps accelerate large language model training.
AI Machine Learning Official Blog July 18, 2022Making AI more accessible for every business - How Google Cloud creates artificial intelligence and machine learning services for all kinds of businesses and levels of technical expertise.
AI Machine Learning Official Blog TPU July 4, 2022Cloud TPU v4 records fastest training times on five MLPerf 2.0 benchmarks - Cloud TPU v4 ML supercomputers set performance records on five MLPerf 2.0 benchmarks.
AI Machine Learning Official Blog June 27, 2022Accelerating AI/ML adoption in the public sector: Three ways to get started - Government agencies faces challenges in adopting AI and specifically moving to Production. This blog highlights some of the challenges and suggestions as to how Google Cloud can help.
AI Cloud Dataflow Machine Learning Official Blog June 20, 2022Measuring climate and land changes with AI - In this People & Planet AI episode, we celebrate the amazing launch of a geospatial project called Dynamic World, which maps the entire planet into different categories to track changes in ecosystems with precision. We then explore how to build an AI model like Dynamic World using Cloud.
AI Machine Learning Official Blog June 13, 2022EvoJAX: Bringing the Power of Neuroevolution to Solve Your Problems - DL methods can solve "well-behaved" problems well, but many real-world problems are not well-behaved and non-differentiable. Neuroevolution is an alternative technology to solve these, and the recent breakthrough of EvoJAX makes it much wider applicable to those unexplored scientific and business problems with TPU/GPUs.
AI Machine Learning Official Blog June 13, 2022Getting started with ML: 25+ resources recommended by role and task - Whether you are a Data Analyst, Data Scientist, ML Engineer or Software Engineer, here are specific resources to help you get started with Vertex AI.
AI Machine Learning Official Blog Vertex AI June 13, 2022Building AI in the cloud: An easier way with Google Cloud and NVIDIA - The One Click Deploy feature on the NVIDIA NGC catalog lets data scientists deploy directly to Google Cloud’s Vertex AI Workbench.
AI Machine Learning Official Blog May 30, 2022Training Deep Learning-based recommender models of 100 trillion parameters over Google Cloud - Training a recommender model of 100 trillions parameters on Google Cloud, using GKE to orchestrate C2 VMs, M2 VMs and A100 GPUs.
AI Google Cloud Platform Official Blog May 30, 2022Google is named a Leader in the 2022 Gartner® Magic Quadrant™for Cloud AI Developer Services report - Google is named a Leader in the 2022 Gartner® Magic Quadrant™for Cloud AI Developer Services report.
AI Event Machine Learning Official Blog May 16, 2022Sharpen your machine learning skills at Google Cloud Applied ML Summit - Improve your machine learning skills and learn from leading experts at Google Cloud Applied ML Summit, coming June 9, 2022.
AI Machine Learning Official Blog March 7, 2022Event Monitoring with explanations on the Google Cloud - New production ML solution to monitor events in IT and industrial operations and explain their symptoms; such as IT infra, IoT, Clouds, applications.
AI Machine Learning Official Blog PyTorch Feb. 28, 2022PyTorch on Google Cloud: Blog series recap - This blog post has a list of all the posts published as part of PyTorch on Google Cloud blog series.
AI Machine Learning Official Blog Feb. 7, 2022Looking to build a recommendation system on Google Cloud? Leverage the following guidelines to identify the right solution for you (Part I) - The goal of this first post in the blog series is to introduce the different paths to recommendation systems on GCP and establish better criteria for when to use which solution.
AI BigQuery Machine Learning Official Blog Jan. 24, 2022BigQuery Explainable AI now in GA to help you interpret your machine learning models - BigQuery Explainable AI allows you to interpret your ML models.
AI Machine Learning Official Blog Dec. 27, 2021Google Cloud’s top AI blog posts from 2021 - Google Cloud’s top artificial intelligence and machine learning posts from 2021.
AI Machine Learning Official Blog Dec. 20, 2021Find anything blazingly fast with Google's vector search technology - How do YouTube, Google Search, and Google Play instantly find what you want in the vast sea of web content? Try the demo and find out. Hint: it’s vector search.
AI GCP Certification Machine Learning Official Blog Dec. 13, 2021AI for all humans: A course to delight and inspire! - Making Friends with Machine Learning is a Google course specially created to inspire beginners and amuse experts. Today, it is available to everyone!
AI Machine Learning Official Blog Vertex AI Dec. 6, 2021Vertex AI NAS: higher accuracy and lower latency for complex ML models - How Google Cloud’s Vertex AI Neural Architecture Search (NAS) accelerates time-to-value for sophisticated ML workloads.
AI GCP Experience Official Blog Dec. 6, 2021Learn how Notified accelerated discovery and classification of journalists at scale with Google Cloud AI - Learn how Notified accelerated adoption of AI at scale to extract journalist insights using Google Cloud Natural Language AI.
AI Dialogflow Nov. 29, 2021Using Dialogflow CX composite entities to work around system entities limitations - Dialogflow CX provides many system entities to extract common types from end-user expressions. This post describes how system entities can be combined into custom composite entities to overcome limitations for some languages.
AI Official Blog Nov. 22, 2021Sowing the seeds of ethical AI: 4 tasks to stay on track - Business leaders are eager to reap the benefits of AI, but pausing to ensure your AI models are delivering fair results will ensure long term success.
AI Official Blog Oct. 25, 2021ICYMI - Top AI Announcements and Sessions from Google Cloud Next ‘21 - Making AI more accessible, more focused on business outcomes, and fast-tracking the time-to-value for customers.
AI Event Machine Learning Oct. 25, 2021ML Summit 21 - Virtual Machine Learning Summit on October 27, 2021 - latest Google Machine Learning and Artificial Intelligence technologies with specific emphasis on ML Fairness.
AI Document AI Official Blog Oct. 18, 2021Google Cloud expands CCAI and DocAI solutions to accelerate time to value - Google Cloud deepens customer understanding with Contact Center AI Insights and transforms contract management with Contract DocAI.
AI GCP Experience Official Blog Oct. 4, 2021People and planet AI: How to build a Time Series Model to classify fishing activities in the sea - In this episode of People & Planet AI, we share how to build a time series classification app that includes latitude and longitudinal fishing data, in order to enable fair and sustainable use of our oceans.
AI Machine Learning Monitoring Official Blog Vertex AI Oct. 4, 2021Monitoring feature attributions: How Google saved one of the largest ML services in trouble - Feature Attributions and Explainable AI can be sometimes a critical factor of MLOps. Learn how Google saved one of its largest ML services in trouble with the methodology.
AI Official Blog PyTorch Vertex AI Sept. 20, 2021PyTorch on Google Cloud: How to deploy PyTorch models on Vertex AI - In this blog post, we show how you can deploy PyTorch models on Google Cloud Vertex AI with the Vertex Prediction service to serve predictions from the trained model artifacts.
AI GCP Experience Machine Learning Official Blog Sept. 20, 2021Chefkoch whips up handwritten recipes in the cloud with text detector - Chefkoch uses Google Cloud ‘s ML capabilities to parse and digitize handwritten recipes.
AI Machine Learning Vertex AI Sept. 13, 20217 tips for trouble-free ML model training - This post covers seven common causes of ML model training failures, along with time-saving tips on how to avoid them and how to fix them.
AI Machine Learning Official Blog Vertex AI Aug. 23, 2021Build a reinforcement learning recommendation application using Vertex AI - In this article, we’ll demonstrate an RL-based movie recommender system, including a MLOps pipeline, built with Vertex AI and TF-Agents.
AI Official Blog Aug. 23, 2021Scalable tech support via AI-augmented chat - As Googlers transitioned to working from home during the pandemic, more and more turned to chat-based support to help them fix technical problems. Google's IT support team looked at many options to help meet the increased demand for tech support quickly and efficiently.
AI Official Blog Aug. 23, 2021New study available: Modernize with AIOps to maximize your impact - In this commissioned study, Forrester Consulting explores how organizations are using AI Ops in their cloud environments.
AI Machine Learning Official Blog Vertex AI Aug. 16, 2021Fuel your custom models with Vertex AI - Learn how to use Vertex AI - Google Cloud's newly announced managed ML platform - to build end-to-end ML workflows. You'll learn how to go from raw data to deployed model, and will leave this workshop ready to develop and productionize your own ML projects with Vertex AI.
AI Machine Learning Official Blog Vertex AI Aug. 16, 2021Let’s get it started! Triggering ML pipeline runs - Learn two approaches to automate your Vertex Pipeline runs using Cloud Scheduler and Cloud Functions.
AI Machine Learning Official Blog Vertex AI Aug. 9, 2021Distributed training and Hyperparameter tuning with TensorFlow on Vertex AI - Learn how to configure and launch a distributed hyperparameter tuning job with Vertex Training using bayesian optimization.
AI Official Blog Python Aug. 9, 2021Image search with natural language queries - This post shows how to build an image search utility using natural language queries. Our aim is to use different GCP services to demonstrate this.
AI Machine Learning Official Blog TPU July 26, 2021Scaling deep learning workloads with PyTorch / XLA and Cloud TPU VM - This article addresses challenges associated with scaling deep learning workloads to distributed training jobs that use remote storage. We demonstrate how to stream training data from Cloud Storage to PyTorch / XLA models running on Cloud TPU Pods.
AI BigQuery Machine Learning July 12, 2021Unsupervised Anomaly Detection using BigQuery ML - Three unsupervised Machine learning models provided by BigQuery ML to predict anomalies in both time series and non-time series data.
AI Machine Learning Official Blog July 5, 2021Choosing the right machine learning approach for your application - Choosing the right machine learning model for your application.
AI Machine Learning Official Blog TPU July 5, 2021Google demonstrates leading performance in latest MLPerf Benchmarks - TPU v4 Pods will soon be available on Google Cloud, providing the most powerful publicly available computing platform for machine learning training.
AI BigQuery Cloud AutoML June 14, 2021Testing the different AutoML options in GCP - Experience in using different AutoML alternatives that GCP offers.
AI Machine Learning Official Blog June 14, 2021Why you need to explain machine learning models - Why explainable AI (XAI) is essential to widespread AI adoption, common XAI methods, and how Google Cloud can help.
AI Machine Learning Official Blog Vertex AI June 7, 20215 ways Vertex Vizier hyperparameter tuning improves ML models - Get a quick tutorial on how Vertex Vizier hyperparameter tuning can improve the quality of your ML models.
AI HPC Machine Learning Official Blog TPU June 7, 2021New Cloud TPU VMs make training your ML models on TPUs easier than ever - New Cloud TPU VMs let you run TensorFlow, PyTorch, and JAX workloads on TPU host machines, improving performance and usability, and reducing costs.
AI Machine Learning Official Blog May 31, 2021Cloud AI in the developer community - Cloud AI has been empowering not only enterprises, but also developer communities. See demos, tutorials and videos created by Google Developers Experts (GDEs) for learning Cloud AI.
AI Machine Learning Vertex AI May 24, 2021Why Google just released Vertex AI and what it means for you - Google announced the release of Vertex AI at Google I/O and it’s a big one! Read why ML6’s machine learning engineers are so excited.
AI Machine Learning Official Blog Vertex AI May 24, 2021Google Cloud unveils Vertex AI, one platform, every ML tool you need - Google Cloud launches Vertex AI, a managed platform for experimentation, versioning and deploying ML models into production.
AI Machine Learning Official Blog May 3, 2021How capital markets can prepare for the future with AI - Learn four best practices that can help capital markets adopt and benefit from modern AI/ML technologies.
AI Dialogflow April 12, 2021Building a Bot on GCP Cloud in 10 minutes - A comprehensive step-by-step guide to build and deploy FAQ bot.
AI Dialogflow Official Blog April 12, 2021A recipe for building a conversational AI team - Learn how the right team and Google Contact Center AI can help you build better bots with a user-centered perspective.
AI GCP Certification Machine Learning Official Blog April 5, 2021Free AI and machine learning training for fraud detection, chatbots, and more - These no-cost training opportunities can help you gain the latest AI and machine learning skills from Google Cloud.
AI Machine Learning Official Blog April 5, 2021How sweet it is: Using Cloud AI to whip up new treats with Mars Maltesers - Mars uses Google Cloud AI to invent a tasty new cake that includes maltesers and marmite!
AI Official Blog March 8, 2021Gartner names Google a leader in 2021 Magic Quadrant for Cloud AI Developer Services report - Gartner has named Google a Leader in its 2021 Magic Quadrant for Cloud AI Developer Services.
AI AI Platform Machine Learning Python March 1, 2021Training PyTorch Transformers on GCP AI Platform - How to use highly popular ML framework PyTorch on AI Platform Training.
AI Machine Learning Official Blog Feb. 8, 2021Google Cloud AI leaders share tips for getting started with AI - Google Cloud AI leaders share their perspective on how businesses can get started in AI.
AI Machine Learning Jan. 18, 2021Demystifying Machine Learning by Building an ML Pipeline 1 & 2 - Intro to machine learning concepts with examples.
AI AI Platform Notebooks Cloud Source Repositories Jupyter Notebook Jan. 18, 2021Google Cloud AI Platform Notebooks and Cloud Source Repositories - Saving Jupyter Notebook to Cloud Repository.
AI Jupyter Notebook Windows Dec. 28, 2020Take Full Control of AI Notebook Instance on GCP via Putty - Access GCP VM instance via Putty for cloud computing.
AI AI Platform Prediction Machine Learning Official Blog Dec. 21, 2020How to automatically scale your machine learning predictions - How to automatically scale machine learning predictions with Google Cloud AI Platform Prediction Service.
AI Cloud AutoML Official Blog Dec. 21, 2020Baking recipes made by AI - In this post, we’ll show you how to build an explainable machine learning model that analyzes baking recipes, and we’ll even use it to come up with our own, new recipes—no data science expertise required.
AI BigQuery Dec. 7, 2020Helping AI understand team sports with BigQuery - A walk you through the SQL statements used to preprocess GPS sport data for machine learning.
AI Document AI Nov. 30, 2020Google Doc AI Case Study: Taking AI to Product - Sudheera Vanguri, Head of Product Management for Language & Document AI at Google Cloud! Sudheera shares her journey to become a PM at Google and her process for taking early stage AI and putting it into products at Google Cloud.
AI Nov. 30, 2020Productionizing ML with ML Ops and Cloud AI - Productionizing ML with ML Ops and Cloud AI - Kaz Sato, Google.
AI AI Platform Data Science Nov. 22, 2020Google Cloud AI Platform Unified - Launched on 16 Nov 2020, AI Platform Unified caught us by surprise. Learn exactly what’s been “unified”.
AI Official Blog Nov. 22, 2020Google Cloud AI digitizes StoryCorps archive: largest collection of human voices on planet - Google Cloud AI unlocks StoryCorps archive of 300,000+ interviews.
AI Official Blog Nov. 22, 2020How AI, and specifically BERT, helps the patent industry - How AI helps businesses do better patent analysis.
AI Healthcare Natural Language API Official Blog Nov. 16, 2020Healthcare gets more productive with new industry-specific AI tools - We’re launching in public preview a suite of fully-managed AI tools to help healthcare professionals with the review and analysis of medical documents in a repeatable, scalable way.
AI Dialogflow GCP Experience Nov. 9, 2020Big companies love Google Cloud for building the ultimate chat stack, and why we do, too. - How Botcopy is using Dialogflow.
AI Data Science Machine Learning Nov. 9, 2020Google Cloud AI Platform: Hyper-Accessible AI & Machine Learning - In this first article of the series, we present an over of Google AI Platform, exploring the services available to modern data science.
AI AI Platform GPU Machine Learning Nov. 2, 2020Serving Machine Learning models in Google Cloud - This multi-part blog discusses common options for high-performance ML model inference in Google Cloud, when to use which, and introduces the new member of the AI Platform family: Custom Container Prediction.
AI Document AI Official Blog Oct. 26, 2020Lending DocAI fast tracks the home loan process - Lending DocAI fast tracks the home loan process for borrowers and lenders.
AI Official Blog Oct. 26, 2020How AI uncovers important contract data - How AI uncovers important contract data.
AI Jupyter Notebook Oct. 12, 2020AI Platform Notebooks DELETED instances - How to delete AI Platform Notebooks instances that appear as DELETED.
AI Machine Learning Official Blog TPU Oct. 5, 2020PyTorch / XLA now generally available on Cloud TPUs - PyTorch is now GA on Google Cloud TPUs.
AI Machine Learning Sept. 7, 2020Convert PDFs to Audiobooks with Machine Learning - Use ML to convert PDFs and Images into audiobooks or podcasts.
AI Machine Learning Official Blog Sept. 7, 2020Taking care of business with Responsible AI - Responsible AI takes commitment, but your business will benefit from it.
AI Machine Learning Official Blog Sept. 7, 2020Beginners guide to painless machine learning - Get a deep dive on Google Cloud AI tools that make machine learning painless, and learn tips for building AI-powered apps fast.
AI AI Platform Machine Learning Official Blog Sept. 7, 2020TabNet on AI Platform: High-performance, Explainable Tabular Learning - TabNet combines the best of two worlds: it’s explainable (similar to simpler tree-based models) and high performance (similar to deep neural networks).
AI Official Blog Sept. 7, 2020Conversational AI drives better customer experiences - Conversational AI takes contact centers into a new era of customer service.
AI Cloud AutoML Serverless July 13, 2020AI in practice: Identify defective components with AutoML in GCP - Implementing an AI system using GCP products.
AI Cloud AutoML Official Blog July 13, 2020AutoML Tables: end-to-end workflows on AI Platform Pipelines - New AutoML Tables features: improved Python SDK, support for explanations of online predictions, export models and serve from a container anywhere, and track model search progress and final model hyperparameters in Cloud Logging.
AI Cloud Run Serverless Terraform July 6, 2020Document AI in Google Cloud Platform - Web system for text extraction from scanned documents based on Document AI.
AI Machine Learning Official Blog TPU July 6, 2020Google breaks AI performance records in MLPerf with world's fastest training supercomputer - Google set performance records in six out of the eight MLPerf benchmarks at the latest MLPerf benchmark contest.
AI Machine Learning Official Blog July 3, 2020Google Cloud’s AI Adoption Framework: Helping you build a transformative AI capability - The Google Cloud AI Adoption Framework whitepaper aims to provide a guiding framework for technology leaders who want to leverage the power of AI.
AI Kaggle TensorFlow June 15, 2020Predicting Forest Cover Type with Tensorflow and model deployment in GCP - Using a Kaggle competition to get started with Tensorflow and learn how to deploy the model in GCP.
AI Cloud Functions Cloud Pub/Sub Dialogflow June 15, 2020AI-Driven News ChatBot (TL;DR) On GCP - Creating a Telegram Chatbot on GCP that summarizes news articles.
AI Machine Learning May 25, 2020AI Workshop Experiments - AI Workshop offers customers, partners, researchers, and developers the opportunity to experiment with cutting-edge AI innovations.
AI GCP Experience Official Blog May 11, 2020How Google Cloud helped scaling-out one person's AI service—and his life - How one developer used Google Cloud AI solutions to inexpensively build AI-based photo apps.
AI Dialogflow April 20, 2020How can Chatbots help during global pandemic (COVID-19)? - A list of chatbot applications that can be used in COVID-19 time.
AI AI Platform April 13, 2020AI Platform Optimizer - AI Platform Optimizer is a black-box optimization service that helps you tune hyperparameters in complex machine learning models.
AI Beginner Cloud AutoML Machine Learning Tutorial April 13, 2020Creating, Hosting & Inferencing Machine Learning Model using Google Cloud Platform AutoML - End to end example of using Cloud AutoML.
AI Cloud AutoML Tutorial April 13, 2020Google Cloud Platform Custom Model Upload , REST API Inference and Model Version Monitoring - End to end example of using Cloud AutoML.
AI April 6, 2020Level Up - Automated Subtitles with AI
AI Cloud AutoML Cloud Run Serverless March 28, 2020How to Deploy your AutoML Model in a Cost-effective Way - Training Cloud AutoML Vision model and deploying it on Cloud Run.
AI Docker Google Kubernetes Engine Machine Learning March 28, 2020Building a scalable online product recommender with Keras, Docker, GCP, and GKE - Process description when creating and deploying an online recommendation system on Google Cloud.
AI Machine Learning March 16, 2020Introducing Cloud AI Platform Pipelines - AI Platform Pipelines provides enterprise-ready infrastructure for deploying and running structured ML workflows, and pipeline tools for building, debugging, and sharing pipelines and components.
AI Machine Learning Official Blog TPU March 9, 2020Better scalability with Cloud TPU pods and TensorFlow 2.1 - Cloud TPU Pods are now generally available, and include TensorFlow 2.1 support and other new features.
AI AI Platform Official Blog March 2, 2020Google named a Leader in the Gartner 2020 Magic Quadrant for Cloud AI Developer Services - Gartner recently named Google Cloud as a leader in its Gartner 2020 Magic Quadrant for Cloud AI Developer Services
AI Cloud AutoML Machine Learning Official Blog Dec. 16, 2019Discover insights from text with AutoML Natural Language, now generally available - AutoML Natural Language is generally available and has new features.
AI Machine Learning Dec. 2, 2019How to Use GCP with Weights & Biases - How to quickly spin up a Notebook instance via the GCP AI Platform and configure Weights and Biases for experiment tracking.
AI GCP Experience Official Blog Dec. 2, 2019How Cloud AI is shaping the future of retail—online and in-store - How Google Cloud AI can help transform retailers’ business.
AI GCP Experience Official Blog Dec. 2, 2019How AutoML Vision is helping companies create visual inspection solutions for manufacturing - How manufacturing customers are using AutoML Vision to create visual inspection solutions.
AI Machine Learning Official Blog Security Nov. 18, 2019Exploring the machine learning models behind Cloud IAM Recommender - Learn about the machine learning techniques that power Cloud IAM’s recommendations.
AI Cloud Vision API Dialogflow Machine Learning Tutorial Nov. 11, 2019Add Image Recognition to your Chatbot with Google Dialogflow and Vision API - The tutorial goes through integrating Dialogflow with Vision API to provide rich and dynamic ML-based responses to user-provided image inputs.
AI Official Blog TPU Nov. 11, 2019Cloud TPU breaks scalability records for AI Inference - Results from the MLPerf Inference benchmark demonstrate that Cloud TPU inference meets critical needs of ML customers: developer velocity, scalability, and elasticity.
AI Cloud AutoML Official Blog Nov. 11, 2019ShapeMask: High-performance, large-scale instance segmentation with Cloud TPUs - New ML model ShapeMask, run on Cloud TPUs can help you build highly-scalable cutting-edge instance segmentation applications.
AI GPU Machine Learning Official Blog Nov. 4, 2019Reduce the costs of ML workflows with preemptible VMs and GPUs - If you have some flexibility in your timing and availability, preemptible VMs with GPUs can be a useful tactic for significantly lowering those costs.
AI Data Analytics Machine Learning Official Blog Oct. 28, 2019Updates make Cloud AI platform faster and more flexible - Improvements in AI Platform provide more flexibility to ML teams looking to optimize their workloads for cost and performance.
AI Machine Learning Official Blog Oct. 6, 2019Announcing updates to AutoML Vision Edge, AutoML Video, and Video Intelligence API - Enhancements to AI vision and video intelligence portfolio to help even more customers take advantage of machine learning.
AI Official Blog Oct. 6, 2019Accelerating industry transformation with the power of AI - How enterprises across every industry are using the cloud to build highly customized solutions and apply AI to accelerate business transformation.
AI GCP Experience Machine Learning Official Blog Sept. 30, 2019Deployed AI: How Lumiata is using AI to make healthcare smarter - Lumiata, which uses Google Cloud AI to provide intelligent health analytics for improved risk awareness and cost management in healthcare, shares its learnings on deploying AI in an organization.
AI Cloud AutoML Machine Learning Official Blog Sept. 23, 2019Building a document understanding pipeline with Google Cloud - Create an end-to-end pipeline with Google’s Document AI Solution, including sample code and detailed instructions.
AI Machine Learning Official Blog TPU Sept. 16, 2019Train ML models on large images and 3D volumes with spatial partitioning on Cloud TPUs - Spatial partitioning is new Cloud TPU feature that allows you to seamlessly scale image models up to larger sizes (in 2D and 3D) without changing your code. Here’s how to get started.
AI BigQuery Cloud ML Official Blog Sept. 2, 2019How to quickly solve machine learning forecasting problems using Pandas and BigQuery - Learn how to quickly solve machine learning forecasting problems using Pandas, BigQuery, and Google Cloud AI Platform.
AI Data Science Machine Learning Aug. 19, 2019How to Upgrade Colab with More Compute - Learn how to use Google Cloud Platform’s Deep Learning VMs to power up your Colab environment, on this episode of AI Adventures
AI Cloud ML Aug. 19, 2019Custom model deployment on Google A.I. Platform Serving - End to end ML pipeline on AI Platform.
AI Official Blog Aug. 12, 2019The age of Deployed AI is here: See how Google Cloud customers transform their businesses with AI - The emergence of sophisticated tools, best practices, and a rapidly growing community of builders has ushered in the era of Deployed AI. Here’s how customers are putting it to work for them right now.
AI Cloud Composer Machine Learning Python Aug. 5, 2019Machine Learning Operations (MLOps) Pipeline using Google Cloud Composer - Example of setting a ML pipeline on GCP.
AI Cloud ML Aug. 5, 2019Using explainability frameworks to interpet financial models - Using What-if tool for analyzing ML model.
AI Machine Learning Official Blog July 22, 2019Introducing the What-If Tool for Cloud AI Platform models - With this integration, AI Platform users can develop a deeper understanding of how their models work under different scenarios, and build rich visualizations to explain model performance to others.
AI Cloud Functions Official Blog Serverless TensorFlow July 15, 2019How to serve deep learning models using TensorFlow 2.0 with Cloud Functions - Learn how to run inference on Cloud Functions using TensorFlow 2.0.
AI Kubernetes Machine Learning Official Blog July 1, 2019Introducing Deep Learning Containers: Consistent and portable environments - Deep Learning Containers help you manage the compatibility and complexities of your software stack, so you can focus on iterating and refining your machine learning model.
AI BigQuery Data Analytics Machine Learning Official Blog July 1, 2019Analyze BigQuery data with Kaggle Kernels notebooks - BigQuery users can now query and create BQML models within an integrated development environment using Kaggle Kernels.
AI Google Kubernetes Engine Official Blog June 24, 2019How to run evolution strategies on Google Kubernetes Engine - Running Evolution Strategies ML workloads on Kubernetes Engine.
AI Official Blog June 17, 20193 steps to gain business value from AI - Three steps based on best practices inside Google to help organizations to get the biggest return on their AI investments.
AI Machine Learning Official Blog June 17, 2019Jupyter Notebook Manifesto: Best practices that can improve the life of any developer using Jupyter notebooks - Best practices for Jupyter Notebooks based on Google experience.
AI TensorFlow Tutorial June 10, 2019Training a Deep machine learning model on Google Cloud Platform with GPU support. - The article goes through the process of creating a VM with GPU and setting necessary software.
AI Official Blog May 20, 2019Topping the tower: the Obstacle Tower Challenge AI Contest with Unity and Google Cloud - Learn how Unity is hosting an AI competition in a game engine environment on Google Cloud, enabling AI researchers to use Cloud TPUs and GPUs to train and serve ML models.
AI Cloud AutoML May 20, 2019An End-to-End AutoML Solution for Tabular Data at KaggleDays - using AutoML in Kaggle competition.
AI Machine Learning TensorFlow May 13, 2019Interpreting bag of words models with SHAP - Building a ML model to predict Stack Overflow question tags.
AI Machine Learning May 6, 2019AI Platform Notebooks/VMs Release M25 - Improvements and updates for AI Platform.
AI Official Blog TPU April 29, 2019Train and deploy state-of-the-art mobile image classification models via Cloud TPU - Learn how to train embedded Neural Architecture Search machine learning models on Cloud TPUs to output quantized TensorFlow Lite classifiers on embedded systems.
AI GCP Experience Official Blog April 29, 2019American Cancer Society uses Google Cloud machine learning to power cancer research - The American Cancer Society is using machine learning on Google Cloud to help identify lifestyle, medical, and genetic factors that contribute to breast cancer.
AI Official Blog April 29, 2019AI in Depth: Serving a PyTorch text classifier on AI Platform Serving using custom online prediction - Now, learn how to serve a custom PyTorch Model in Cloud AI Platform Serving, again using a text classification, natural language understanding example.
AI April 22, 2019AI novelties at Google Next 2019 - Short recap of AI related products introduced at Next '19.
AI April 15, 2019List Of Useful Links About AI Platform Notebooks And/Or Deep Learning VMs - This article includes a collection of useful articles about AI Platform Notebooks and AI Platform Deep Learning VMs.
AI AI Platform Notebooks April 15, 2019Using Google Cloud AI Platform Notebooks as a Web-Based Python IDE - instructions and advice on how to setup and use Google Cloud AI Platform Notebooks as a development environment.
AI Data Science Machine Learning April 8, 2019GCP Notebook Executor v0.1.2 - Executing long running Jupyter Notebook jobs on GCP.
AI Official Blog TensorFlow March 25, 2019TensorFlow 2.0 and Cloud AI make it easy to train, deploy, and maintain scalable machine learning models - Recent developments around TensorFlow: version 2.0 in alpha, new features, courses etc.
AI Compute Engine Machine Learning Official Blog Python March 25, 2019NVIDIA’s RAPIDS joins our set of Deep Learning VM images for faster data science - RAPIDS, NVIDIA’s open source and Python-based GPU-accelerated data processing and machine learning libraries are available on Deep Learning VM images
AI Compute Engine Machine Learning March 11, 2019DeepLearning Images Revision M21 - New release of Deep Learning Images brings new UI, Tensorflow 1.13, 2.0 (in Alpha), Git integration with Notebooks.
AI Machine Learning Official Blog Feb. 18, 2019AI in depth: monitoring home appliances from power readings with ML - How to accurately identify home appliances’ operating status using smart power readings, together with modern machine learning techniques such as long short-term memory (LSTM) models.
AI Official Blog Jan. 28, 2019Build an AI-powered, customer service virtual agent with Chatbase - Using Chatbase to build AI-powered customer service virtual agent.
AI Business Cloud Functions Cloud Natural Language API Data Loss Prevention API Dialogflow Google Kubernetes Engine Official Blog PubSub Jan. 21, 2019A simple blueprint for building AI-powered customer service on GCP - an overview of a simple solution blueprint that may inspire you to meet these objectives using GCP.
AI BigQuery Cloud AutoML Cloud ML TensorFlow Jan. 7, 2019Choosing between TensorFlow/Keras, BigQuery ML, and AutoML Natural Language for text classification - Comparing text classification done three ways on Google Cloud Platform.
AI Business Nov. 19, 2018Let’s talk AI: Customers meet in San Francisco to show how AI is helping their businesses
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