Cloud Natural Language | Google Cloud

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src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#anthos" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Anthos </div> <div class="devsite-nav-item-description"> Platform for modernizing existing apps and building new ones. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/looker" track-type="navMenu" track-name="Looker" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/looker" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/looker.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Looker </div> <div class="devsite-nav-item-description"> Platform for BI, data applications, and embedded analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/anthos/run" track-type="navMenu" track-name="Cloud Run for Anthos" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/anthos/run" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudrun" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Run for Anthos </div> <div class="devsite-nav-item-description"> Integration that provides a serverless development platform on GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/kubernetes-applications" track-type="navMenu" track-name="Google Cloud Marketplace for Anthos" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/kubernetes-applications" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#marketplace" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Google Cloud Marketplace for Anthos </div> <div class="devsite-nav-item-description"> Containerized apps with prebuilt deployment and unified billing. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/migrate/anthos" track-type="navMenu" track-name="Migrate for Anthos" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/migrate/anthos" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforanthos" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Anthos </div> <div class="devsite-nav-item-description"> Tool to move workloads and existing applications to GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/products/operations" track-type="navMenu" track-name="Operations" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/operations" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#stackdriver" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Operations </div> <div class="devsite-nav-item-description"> Monitoring, logging, and application performance suite. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/cloud-build" track-type="navMenu" track-name="Cloud Build" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/cloud-build" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudbuild" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Build </div> <div class="devsite-nav-item-description"> Service for executing builds on Google Cloud infrastructure. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/traffic-director" track-type="navMenu" track-name="Traffic Director" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/traffic-director" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#trafficdirector" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Traffic Director </div> <div class="devsite-nav-item-description"> Traffic control pane and management for open service mesh. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/apigee" track-type="navMenu" track-name="Apigee API Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/apigee" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#apigeeapiplatform" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Apigee API Management </div> <div class="devsite-nav-item-description"> API management, development, and security platform. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" tooltip tabindex="0" role="heading">Internet of Things</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/iot-core" track-type="navMenu" track-name="Cloud IoT Core" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/iot-core" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudiotcore" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud IoT Core </div> <div class="devsite-nav-item-description"> IoT device management, integration, and connection service. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/edge-tpu" track-type="navMenu" track-name="Edge TPU" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/edge-tpu" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudiotedge" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Edge TPU </div> <div class="devsite-nav-item-description"> ASIC designed to run ML inference and AI at the edge. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/products/management" track-type="navMenu" track-name="Management Tools" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/management" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Management Tools </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/shell" track-type="navMenu" track-name="Cloud Shell" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/shell" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudshell" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Shell </div> <div class="devsite-nav-item-description"> Interactive shell environment with a built-in command line. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/cloud-console" track-type="navMenu" track-name="Cloud Console" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/cloud-console" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Console </div> <div class="devsite-nav-item-description"> Web-based interface for managing and monitoring cloud apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/deployment-manager" track-type="navMenu" track-name="Cloud Deployment Manager" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/deployment-manager" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#clouddeploymentmanager" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Deployment Manager </div> <div class="devsite-nav-item-description"> Service for creating and managing Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/console-app" track-type="navMenu" track-name="Cloud Mobile App" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/console-app" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Mobile App </div> <div class="devsite-nav-item-description"> App to manage Google Cloud services from your mobile device. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/apis" track-type="navMenu" track-name="Cloud APIs" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/apis" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudapis" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud APIs </div> <div class="devsite-nav-item-description"> Programmatic interfaces for Google Cloud services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/private-catalog" track-type="navMenu" track-name="Private Catalog" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/private-catalog" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#marketplace" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Private Catalog </div> <div class="devsite-nav-item-description"> Service catalog for admins managing internal enterprise solutions. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/cost-management" track-type="navMenu" track-name="Cost Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/cost-management" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/navigation/products/billing.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/navigation/products/billing_36.png 36w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/billing_48.png 48w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/billing_72.png 72w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/billing_96.png 96w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/billing_480.png 480w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/billing_720.png 720w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/billing_856.png 856w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/billing_960.png 960w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/billing_1440.png 1440w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/billing_1920.png 1920w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/billing_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cost Management </div> <div class="devsite-nav-item-description"> Tools for monitoring, controlling, and optimizing your costs. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" tooltip tabindex="0" role="heading">Media and Gaming</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/game-servers" track-type="navMenu" track-name="Game Servers" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/game-servers" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudgameservers" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Game Servers </div> <div class="devsite-nav-item-description"> Game server management service running on Google Kubernetes Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/opencue" track-type="navMenu" track-name="OpenCue" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/opencue" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/navigation/products/opencue.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/navigation/products/opencue_36.png 36w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/opencue_48.png 48w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/opencue_72.png 72w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/opencue_96.png 96w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/opencue_480.png 480w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/opencue_720.png 720w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/opencue_856.png 856w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/opencue_960.png 960w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/opencue_1440.png 1440w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/opencue_1920.png 1920w, /web/20210119030434im_/https://cloud.google.com/images/navigation/products/opencue_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> OpenCue </div> <div class="devsite-nav-item-description"> Open source render manager for visual effects and animation. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/products/cloud-migration" track-type="navMenu" track-name="Migration" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/cloud-migration" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migration </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/solutions/application-migration" track-type="navMenu" track-name="Application Migration" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/application-migration" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/application-migration.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Application Migration </div> <div class="devsite-nav-item-description"> App migration to the cloud for low-cost refresh cycles. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/bigquery/transfer" track-type="navMenu" track-name="BigQuery Data Transfer Service" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/bigquery/transfer" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#bigquery" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> BigQuery Data Transfer Service </div> <div class="devsite-nav-item-description"> Data import service for scheduling and moving data into BigQuery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/products/data-transfer" track-type="navMenu" track-name="Cloud Data Transfer" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/data-transfer" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#transfer" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Data Transfer </div> <div class="devsite-nav-item-description"> Tools and services for transferring your data to Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/foundation-toolkit" track-type="navMenu" track-name="Cloud Foundation Toolkit" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/foundation-toolkit" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Foundation Toolkit </div> <div class="devsite-nav-item-description"> Reference templates for Deployment Manager and Terraform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://cloud.google.com/database-migration" track-type="navMenu" 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track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="aiAndMachineLearning"> <span class="devsite-nav-text" tooltip> AI and Machine Learning </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/speech-to-text" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Speech-to-Text" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="speechToText"> <span class="devsite-nav-text" tooltip> Speech-to-Text </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/vision" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vision AI" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="visionAi"> <span class="devsite-nav-text" tooltip> Vision AI </span> 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track-metadata-position="nav" track-name="aiPlatform"> <span class="devsite-nav-text" tooltip> AI Platform </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/video-intelligence" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Video AI" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="videoAi"> <span class="devsite-nav-text" tooltip> Video AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/ai-infrastructure" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AI Infrastructure" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="aiInfrastructure"> <span class="devsite-nav-text" tooltip> AI Infrastructure </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/dialogflow" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dialogflow" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dialogflow"> <span class="devsite-nav-text" tooltip> Dialogflow </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/automl-tables" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AutoML Tables" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="autoMLTables"> <span class="devsite-nav-text" tooltip> AutoML Tables </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/products#ai-and-machine-learning" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all AI and machine learning products" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllAiAndMachineLearningProducts"> <span class="devsite-nav-text" tooltip> See all AI and machine learning products </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> API Management </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/apigee/api-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Platform" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeApiPlatform"> <span class="devsite-nav-text" tooltip> Apigee API Platform </span> </a> </li> <li class="devsite-nav-item"> <a 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track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudEndpoints"> <span class="devsite-nav-text" tooltip> Cloud Endpoints </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/apigee/api-management/developer-portal" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Developer Portal" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="developerPortal"> <span class="devsite-nav-text" tooltip> Developer Portal </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/apigee/solutions/healthcare-apix" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee Healthcare APIx" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeHealthcareApix"> <span class="devsite-nav-text" tooltip> Apigee Healthcare APIx </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/apigee/solutions/open-banking-apix" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee Open Banking APIx" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeOpenBankingApix"> <span class="devsite-nav-text" tooltip> Apigee Open Banking APIx </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/healthcare" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Healthcare API" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudHealthcareApi"> <span class="devsite-nav-text" tooltip> Cloud Healthcare API </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/appsheet" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AppSheet" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="appSheet"> <span class="devsite-nav-text" tooltip> AppSheet </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/products/compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="compute"> <span class="devsite-nav-text" tooltip> Compute </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="computeEngine"> <span class="devsite-nav-text" tooltip> Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/appengine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: App Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="appEngine"> <span class="devsite-nav-text" tooltip> App Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/gpu" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud GPUs" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudGpus"> <span class="devsite-nav-text" tooltip> Cloud GPUs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/migrate/compute-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Compute Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForComputeEngine"> <span class="devsite-nav-text" tooltip> Migrate for Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/preemptible-vms" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Preemptible VMs" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="preemptibleVms"> <span class="devsite-nav-text" tooltip> Preemptible VMs </span> </a> </li> <li class="devsite-nav-item"> <a 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data-label="Responsive Tab: Bare Metal" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bareMetal"> <span class="devsite-nav-text" tooltip> Bare Metal </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/recommender" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Recommender" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="recommender"> <span class="devsite-nav-text" tooltip> Recommender </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/vmware-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: VMware Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="vMwareEngine"> <span class="devsite-nav-text" tooltip> VMware Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRun"> <span class="devsite-nav-text" tooltip> Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/products#compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all compute products" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllComputeProducts"> <span class="devsite-nav-text" tooltip> See all compute products </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Containers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containers"> <span class="devsite-nav-text" tooltip> Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/kubernetes-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Kubernetes Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleKubernetesEngine"> <span class="devsite-nav-text" tooltip> Google Kubernetes Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/container-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Container Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containerRegistry"> <span class="devsite-nav-text" tooltip> Container Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/containers/security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Container Security" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containerSecurity"> <span class="devsite-nav-text" tooltip> Container Security </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/cloud-build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBuild"> <span class="devsite-nav-text" tooltip> Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/ai-platform/deep-learning-containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Deep Learning Containers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="deepLearningContainers"> <span class="devsite-nav-text" tooltip> Deep Learning Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/kubernetes-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Kubernetes Applications" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="kubernetesApplications"> <span class="devsite-nav-text" tooltip> Kubernetes Applications </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/artifact-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Artifact Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="artifactRegistry"> <span class="devsite-nav-text" tooltip> Artifact Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/knative" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Knative" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="knative"> <span class="devsite-nav-text" tooltip> Knative </span> </a> </li> <li class="devsite-nav-item"> <a 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track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataAnalytics"> <span class="devsite-nav-text" tooltip> Data Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/bigquery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bigQuery"> <span class="devsite-nav-text" tooltip> BigQuery </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="looker"> <span class="devsite-nav-text" tooltip> Looker </span> </a> </li> <li 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Dataproc" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataproc"> <span class="devsite-nav-text" tooltip> Dataproc </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/data-fusion" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Data Fusion" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDataFusion"> <span class="devsite-nav-text" tooltip> Cloud Data Fusion </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/composer" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Composer" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudComposer"> <span class="devsite-nav-text" tooltip> Cloud Composer </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/data-catalog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Catalog" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataCatalog"> <span class="devsite-nav-text" tooltip> Data Catalog </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/dataprep" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataprep" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataprep"> <span class="devsite-nav-text" tooltip> Dataprep </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://marketingplatform.google.com/about/data-studio/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Data Studio" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleDataStudio"> <span class="devsite-nav-text" tooltip> Google Data Studio </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://marketingplatform.google.com/about/enterprise/#?modal_active=none" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Marketing Platform" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleMarketingPlatform"> <span class="devsite-nav-text" tooltip> Google Marketing Platform </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/life-sciences" class="devsite-nav-title gc-analytics-event " 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track-metadata-position="nav" track-name="cloudBigtable"> <span class="devsite-nav-text" tooltip> Cloud Bigtable </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/firestore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Firestore" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="firestore"> <span class="devsite-nav-text" tooltip> Firestore </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/memorystore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Memorystore" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="memorystore"> <span class="devsite-nav-text" tooltip> Memorystore </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/spanner" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Spanner" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSpanner"> <span class="devsite-nav-text" tooltip> Cloud Spanner </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/sql" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SQL" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSql"> <span class="devsite-nav-text" tooltip> Cloud SQL </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databaseMigrationService"> <span class="devsite-nav-text" tooltip> Database Migration Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/bare-metal" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Bare Metal" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bareMetal"> <span class="devsite-nav-text" tooltip> Bare Metal </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210119030434/https://firebase.google.com/products/realtime-database/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Firebase Realtime Database" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="firebaseRealtimeDatabase"> <span class="devsite-nav-text" tooltip> Firebase Realtime Database </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/products/tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Developer Tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="developerTools"> <span class="devsite-nav-text" tooltip> Developer Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/artifact-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Artifact Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="artifactRegistry"> <span class="devsite-nav-text" tooltip> Artifact Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/cloud-build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBuild"> <span class="devsite-nav-text" tooltip> Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/code" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Code" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudCode"> <span class="devsite-nav-text" tooltip> Cloud Code </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/deployment-manager" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Deployment Manager" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDeploymentManager"> <span class="devsite-nav-text" tooltip> Cloud Deployment Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/sdk" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SDK" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSdk"> <span class="devsite-nav-text" tooltip> Cloud SDK </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/scheduler" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Scheduler" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudScheduler"> <span class="devsite-nav-text" tooltip> Cloud Scheduler </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/source-repositories" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Source Repositories" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSourceRepositories"> <span class="devsite-nav-text" tooltip> Cloud Source Repositories </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/tasks" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Tasks" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudTasks"> <span class="devsite-nav-text" tooltip> Cloud Tasks </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/container-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Container Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containerRegistry"> <span class="devsite-nav-text" tooltip> Container Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/tekton" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Tekton" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="tekton"> <span class="devsite-nav-text" tooltip> Tekton </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/products/tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all developer tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllDeveloperTools"> <span class="devsite-nav-text" tooltip> See all developer tools </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Healthcare and Life Sciences </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/apigee/solutions/healthcare-apix" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee Healthcare APIx" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeHealthcareApix"> <span class="devsite-nav-text" tooltip> Apigee Healthcare APIx </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/healthcare" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Healthcare API" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudHealthcareApi"> <span class="devsite-nav-text" tooltip> Cloud Healthcare API </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/life-sciences" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Life Sciences" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudLifeSciences"> <span class="devsite-nav-text" tooltip> Cloud Life Sciences </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/natural-language" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Healthcare Natural Language AI" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="healthcareNaturalLanguageAi"> <span class="devsite-nav-text" tooltip> Healthcare Natural Language AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Hybrid and Multi-cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="hybridAndMultiCloud"> <span class="devsite-nav-text" tooltip> Hybrid and Multi-cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="anthos"> <span class="devsite-nav-text" tooltip> Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="looker"> <span class="devsite-nav-text" tooltip> Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/anthos/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRunForAnthos"> <span class="devsite-nav-text" tooltip> Cloud Run for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/kubernetes-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Marketplace for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleCloudMarketplaceForAnthos"> <span class="devsite-nav-text" tooltip> Google Cloud Marketplace for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/migrate/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForAnthos"> <span class="devsite-nav-text" tooltip> Migrate for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/products/operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="operations"> <span class="devsite-nav-text" tooltip> Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/cloud-build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBuild"> <span class="devsite-nav-text" tooltip> Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/traffic-director" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Traffic Director" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="trafficDirector"> <span class="devsite-nav-text" tooltip> Traffic Director </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/apigee" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeApiManagement"> <span class="devsite-nav-text" tooltip> Apigee API Management </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Internet of Things </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/iot-core" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud IoT Core" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudIotCore"> <span class="devsite-nav-text" tooltip> Cloud IoT Core </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/edge-tpu" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Edge TPU" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="edgeTpu"> <span class="devsite-nav-text" tooltip> Edge TPU </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/products/management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Management Tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="managementTools"> <span class="devsite-nav-text" tooltip> Management Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/shell" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Shell" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudShell"> <span class="devsite-nav-text" tooltip> Cloud Shell </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/cloud-console" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Console" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudConsole"> <span class="devsite-nav-text" tooltip> Cloud Console </span> </a> </li> <li class="devsite-nav-item"> <a 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class="devsite-nav-text" tooltip> Networking </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/armor" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Armor" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudArmor"> <span class="devsite-nav-text" tooltip> Cloud Armor </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/cdn" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud CDN" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudCdn"> <span class="devsite-nav-text" tooltip> Cloud CDN </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210119030434/https://cloud.google.com/dns" class="devsite-nav-title gc-analytics-event " 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class="content-set"> <h1 class="cloud-headline1" id="natural-language" data-text="Natural Language">Natural Language</h1> <p class="">Derive insights from unstructured text using Google machine learning.</p> <div class="cloud-button__set"> <a href="https://web.archive.org/web/20210119030434/https://console.cloud.google.com/freetrial?_ga=2.6580530.1222116090.1603158746-1451775451.1603158746" referrerpolicy="no-referrer-when-downgrade" class="cloud-button cloud-button--primary" track-type="button" track-name="Try it for free" track-metadata-eventdetail="https://console.cloud.google.com/freetrial?_ga=2.6580530.1222116090.1603158746-1451775451.1603158746" track-metadata-modifier="primary" track-metadata-anchor_text="Try it for free" track-metadata-href="https://console.cloud.google.com/freetrial?_ga=2.6580530.1222116090.1603158746-1451775451.1603158746"> Try it for free</a> </div> </div> </div> </div> </header> </div>  <section class="cloud-copy cloud-section__spacer"> <div class="cloud-grid--alternate cloud-copy__inner cloud-copy--60-40 cloud-grid--vertical-center"> <div class="cloud-grid__col cloud-copy--flipped cloud-copy__text is-4 is-8--offset" style="grid-row-start: 1;"> <img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/powerful-text-analysis.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/powerful-text-analysis_2x.png 2x" alt="Industry leading accuracy"/> </div> <div class="cloud-grid__col cloud-copy__text is-7" style="grid-row-start: 1;"> <h3 class="cloud-headline3" id="insightful-text-analysis" data-text=" Insightful text analysis "> Insightful text analysis </h3> <p> Natural Language uses machine learning to reveal the structure and meaning of text. You can extract information about people, places, and events, and better understand social media sentiment and customer conversations. Natural Language enables you to analyze text and also integrate it with your document storage on Cloud Storage. </p> </div> </div> </section> <section class="cloud-copy"> <div class="cloud-grid--alternate cloud-copy__inner cloud-copy--three-column"> <div class="cloud-grid--alternate cloud-grid__col is-12 "> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <h4 class="cloud-headline4" id="automl-natural-language" data-text="AutoML Natural Language">AutoML Natural Language</h4> <p> Train your own high-quality machine learning custom models to classify, extract, and detect sentiment with minimum effort and machine learning expertise using the <a href="/web/20210119030434/https://cloud.google.com/automl" class="cloud-link">AutoML</a> technology. You can use the <a href="/web/20210119030434/https://cloud.google.com/natural-language/automl/docs/quickstart" class="cloud-link">AutoML Natural Language</a> UI to upload your training data and test your custom model without a single line of code. </p> </div> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <h4 class="cloud-headline4" id="natural-language-api" data-text="Natural Language API">Natural Language API</h4> <p> The powerful pre-trained models of the <a href="/web/20210119030434/https://cloud.google.com/natural-language/docs/quickstarts" class="cloud-link">Natural Language API</a> empowers developers to easily apply natural language understanding (NLU) to their applications with features including sentiment analysis, entity analysis, entity sentiment analysis, content classification, and syntax analysis. </p> </div> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <h4 class="cloud-headline4" id="healthcare-natural-language-ai" data-text="Healthcare Natural Language AI">Healthcare Natural Language AI</h4> <p> Gain real-time analysis of insights stored in unstructured medical text. Healthcare Natural Language API allows you to distill machine-readable medical insights from medical documents, while AutoML Entity Extraction for Healthcare makes it simple to build custom knowledge extraction models for healthcare and life sciences apps—no coding skills required. <a href="/web/20210119030434/https://cloud.google.com/healthcare/docs/how-tos/nlp" class="cloud-link">Learn more</a>. </p> </div> </div> </div> </section> <section class="cloud-section"> <div class="cloud-section-header cloud-text-center"> <h2 class="cloud-jump-section cloud-headline2" id="natural-language-api-demo" data-text="Natural Language API demo">Natural Language API demo</h2> </div>  <devsite-iframe><iframe src="/web/20210119030434if_/https://cloud.google.com/natural-language/index_b3cda2d23ff5133234de2f4cf3946d0571470dbd516e44111905a5e7a08c0156.frame" class="framebox inherit-locale " allowfullscreen is-upgraded></iframe></devsite-iframe> </section>  <section class="cloud-section cloud-section--border"> <section class="cloud-copy cloud-text-center cloud-section__spacer"> <div class="cloud-grid--alternate cloud-copy__inner cloud-copy--one-column"> <div class="cloud-grid--alternate cloud-grid__col is-12 is-10__large is-1__large--offset"> <div class="cloud-grid__col cloud-copy__text is-12"> <h2 class="cloud-headline2 cloud-jump-section" data-cloud-main-text="AutoML Natural Language" id="how-automl-natural-language-works" data-text=" How AutoML Natural Language works "> How AutoML Natural Language works </h2> </div> </div> </div> </section> <svg height="256" width="917" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" arial-labeledby="svgTitle svgDesc"><title id="svgTitle">How AutoML Natural Language works</title><desc id="svgDesc">1. Upload your documents. Label text based on your domain- specific keywords and phrases. 2. Train your custom model. Classify, extract, and detect sentiment. 3. Evaluate. 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x="11.436" y="30">Orders</tspan> <tspan x=".936" y="56">Receipts</tspan> <tspan x="3.512" y="82">Invoices</tspan></text><circle cx="70" cy="56" fill="#ffce45" r="3"/><circle cx="70" cy="82" fill="#ffce45" r="3"/><circle cx="202" cy="30" fill="#ffce45" r="3"/><text fill="#5f6368" font-family="GoogleSans-Medium, Google Sans" font-size="14" font-weight="400"><tspan x="215" y="30">Notes</tspan> <tspan x="215" y="56">Info Requests</tspan> <tspan x="215" y="82">Complaints</tspan></text><circle cx="202" cy="56" fill="#ffce45" r="3"/><circle cx="202" cy="82" fill="#ffce45" r="3"/><path d="M20 0H3C1.35 0 0 1.35 0 3v38c0 1.65 1.35 3 3 3h26c1.65 0 3-1.35 3-3V12l-7-5z" fill="#0f9d58" fill-rule="nonzero" mask="url(#b)" transform="translate(93 58)"/><path d="M8 21.5V36h16V21.5zM15 34h-5v-2.5h5zm0-4h-5v-2.5h5zm0-4h-5v-2.5h5zm7 8h-5v-2.5h5zm0-4h-5v-2.5h5zm0-4h-5v-2.5h5z" fill="#f1f1f1" fill-rule="nonzero" mask="url(#c)" transform="translate(93 58)"/><path d="M20.878 11.123L32 22.242V12z" 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bxOGTGnTPeYw9/VUPgcARXfO4IxA0+/ggFpJ/kM+2pWGbeSIBkArmxHdkf9ZXqP4AMxGM+WI497++UwGBAC8+Jbse4BtSoXjuYSUI63jV1xIP6wbq4awmFIEiUASKQBEoAkWgCHwPCFztBY/idpvHK5EAoJCJlUhgh0zQ7KOv25to6rHh41zfk4A40JRjz8vWK2nI1ib5TSSQWZFAJ1fnzyuRwK7LmUAMP9f3HBgzl0j0/QiZGHKuRqzkgtUH/LJBGLIa4dUKfNnixPanjCX/zDsV+CEieZ9CZMLvV0AqIC15n4IxJ4TimS8+rQRj1XNrR7b4DmVXKA5hqbEIFIEiUASKQBEoAt89Am6WX7jLs5jd/tD2JjXxzg+RECk43d6UFQlyIA8hErLP1YcQiZALSAJEAinbJBGMIQexqflWn69O/2azT3hALoAlqxWnhIJUBw55RCKIkd2XUfPPqsMf3BPXhCRo/JPG/Cr2H9yHSAUlOf7gXvX1J1Yy+GG+n0WuIBVz1YIgCAVyPULeQipW3wWdZ/Ok5nN5+z+G52LrKwJFoAgUgSJQBIpAEfj2Ebja/x3F7bZTIgFMNLY00+iRgxhc2t5ELGca/vwgHcQBW4hE/BCGEAlsOr0agZ0Tm8iCJb4Rk+1NJiDMVYevif82nCRjDH0/6JNQQBwYIzl1v16VGOM/NOe71Ynh94rEIBleqUBfX9TWfNn+5Fro60oFumxXVylWknCm5/5Wf2ynsisUp9DUUQSKQBEoAkWgCBSB7wqBNMcv3dRR3G7z+Mr2pjMiAdlgpQDCwMmk/v7v/94rCvwffGw09Mh8uYn4lUzgy1jNtUkDMZCFEAddH+LAmFpzKxRj7LkGPk3hE6sIzEVEwNdH10HuTRt/1fi76SZsmP7Utf2uBDb5Of7Q9bGxMuHVCY0drutDslht8Fjz90oFA5GinyAVy9zm+xSK91xUj+t5rkerFNRhu9mySkFs5or7zY4SijeDsoWKQBEoAkWgCBSBIvBhEXDj+cLszmJWu/UQibwk/Mh7EtmOQzM8mmPLvHQ9CIBtZy9cK+/nxJ0RCdU3kVCzbdKQMURCOOzEgobdhII50ciD1Yg93PIUIqF5zFUJmny4g1Jp9mEK1IVcZKXGhIV75xqQF+mTVOjaXNYHRACsOCBUY5XCJExY/aSvPnmOkAnqUWcc3mKFnpez43gv6Ym8V/HWLQJFoAgUgSJQBIpAEfiqCFzt9Y7idtvp9qaQBDXXzomkOc97EqCAneYXe84QiYzln+9JoA+7v9wkfZIDiMT4P/gmDmr+78aDSNi26PuY+TIXr2BQb5CJSKa944CNY12hmKRCc85WJ9iBiYUIBTZve0JqrDDHecsTg2FnReOfNV/b15e0hbG3ROHTvfsFbd0zcbyE7Ze0L7ycnRWKyHkfKNuxxmyu+2FXKO7x6KgIFIEiUASKQBEoAt8DAmdN8H5vR3G7zeOsSqTA0arESiTokR/9DKxy+GSq/28+Os193pNgDLmASKj5piO3f1mhYPxzyAP+lWRAGvBp/pOksAKBXYeJjnxeNeC6HINc5JaDy0ok8EEaQiggDtSDGFjqmq6lGGqzleon6bxMbanrsxLCqgIrIX9yP7ykzeVFFD6JVHge4ALmHNT6h3/4B35F2ysgwZ25ZLKR5Bxse+JeErvqSXtIllA8BFeDi0ARKAJFoAgUgSLwoRFI0/vSJM/iVrv1EInXbm+i+WUykAFOViSQfLUISdOOXLc3KWeSCXyMJf3CdfQQCRp31XhCJHTJkA58ty5/kApq6XBdfOQrnnlOYsG8aPqHHbkekAg3/TL6h+WQ6vVZhVDqn15hGNcwCUDXdf1uRshEpOx87pUVHDf5IlH8dgXEiVrGhyJgBEFQvE+uia46zmM1aPwuhcesHH2JbU8lFOs/jepFoAgUgSJQBIpAEfh2EVjJwNldnMXs9oe2N9HUcsFsb6LZ5v+aS87mlxjIRF64ls+EgiYZXwiG9Lm9aZAFr0pgD3kQmZgkg1UIfJxqrGEAK5Ew2eBacnl1gjmpSc/YdZQD4eAeQizc+KvmjotCFHx76RrVKxNIxfIStcp4e9O8b+pyTcmfOBXmk6nKnpUKEwDdFysV1GLelhCCrFLI7rqQC2oyVk2/Q8EqBxPiAHvkamP8XschSO91sdYtAkWgCBSBIlAEikAReHMErvZzR3G77ZRIMGv+j3ea1UiaWprbK9ub0hCrV3Yjf/YZWMWZFLAKQSxjSW9hQucMkcAOWUDK/ss2nj7sHEhO3Y5XLaJLgkWIhVdOuGcdO0Zu3CEV8tH0W2rsdyeEhd+XGGO5//D7EUhdHt8/bzbsShPrkX9I68LY71OIbHms++STsnnHgu1Rf+jlbD4dO3/o7r/8l//i9yogE5wQkmx5EqH7829/+1uIRyT3uOqMOY5sN8/2tysUGyAdFoEiUASKQBEoAkXgG0Fgb3TPpn0Ut9s8zvamFHrpPQnisioB2VAz7P9rjl1Nc1YkeCfAdpp27Hy1CEk8fTR23pVAx66T34+YKw2QB2LUYP+CrvLTB5kgXqfUG7GgDjqHdNvJIY5DTb1XKcbYOjbFZP5eUWCs88mhPE1HE1IZTgV4u5PsXIBSd3Vkdj1Jr1IoJqsUfv+C/Bzcn+7TdbkE5/ouRbY9kcPEqM2pm/SY5/FP//RPd2Rge4+CtDc9SijeFM4WKwJFoAgUgSJQBIrAF0HgsNHdrnwWs9qth0i89j0JrqvG3Y1tGtyz7U1qlmnyE8t7ESELbvg1xmfCAKmIrsbaJIExJywB20Iefomufn7qEAjiOTTNO11xjLMq4XlABhRHI//kc7FyuVEfcpIJ1eCLTjAJr04w1uX4jqvrSOee5pYnjf1jdLJ5FUHz9hg5aptIcP+QC/IhFqo3CYTiTMhk8pyUyw/0WVddyBfhPrb3KKhDXOQt6DP+llB8BnhNLQJFoAgUgSJQBIrAF0bATeWFax7F7bbT7U2sNnANNaV3kkY1KxJqYE/fk6C5zaqEdDfqbG86ek+CmsSEPEA4dGn/ojV2+e/Iw7JC4ZUHNdtzFWLVB9lwjOrdEQlqcnAdfDTrxOuYjTs+HRJzlcLNusaW8vm9CaROb3dSXYgF25NMmGRnu5NJAJfDHUlhjamlS98OCIHu2SQDIkFtHZ4TqxRgypFVCuV7FYjfpFBd//4EPIvaDx7c6J53ZDssW0JxCEuNRaAIFIEiUASKQBH4UAi4s70wo6O43eZxViVS86XtTWp0L70nESJBI0zDm+1NkAlsWZGALHCyIqHDuvzz3QiIRciD6phUaK6OU/Ps/UzYo6vWIcFQjl/U5hojfl2pAAsTCyaBHzxUE/uOGy433YrTVHUzSsGG1BBS4UN+vyshGzk0+7w3QV2/c0HTTw1J5rSuTlAnpMYSfMA+diRF94NLUpdY+XZysIe/6djfwnrTii1WBIpAESgCRaAIFIEi8FYInDW2e/2zuLX5dAxE4t/+23/r3zegCESClYi8A4FOcxpJA8uqRFYYQgyI4WRrU5peSIBsPhXPFqBfGNPsqw7kIduU2JL0i1Yl7FeM9RFPDIThV+zoHNJ/RY4Y65r+r4mNnTzsGlvK/+tqix255irHtamDXScEKPocK477ykmjb0Iie4iACYnsLHGw/CCXSYp1zcVLEroVjyUV8idfe4q0n9UK3bNXKYQVkm1lLqYafFbW9bHrRW2TFWpQXysWrofOqVo++VrUv//3//6n//gf/6Pn9FZ/ukLxVki2ThEoAkWgCBSBIlAE3haBlQw8V/kobre92/amrEio2YVIeDsOEuKB1Hn6GVhy1EV7JQIygq6m2JI86W7kiUPHpoPG3ySFgYCZ9ozxK9arGIt/1iWOaykuqxJ5j8KkAPsJ4G7w5XOzL+mtTrcyutnbFidqsO3JW5wopbHLaU5ZpeB/6ocwMFfqRmr4B3NT2p9zxUK6X86GSMh/Nz/9yJ1JhHDyexR8cUu/R0HMF1mpKKHw4+2fIlAEikARKAJFoAh8GATumsVnZnUUt9tOiQR113clWJHARrNKY3rlM7AhEzS7NP2sYlAHHZtWJCwZc/KeRGIl5/YmfGxv0rX9MnW2OskOj6D/t32VmmpIg7c0aWxJDRIYS6cxNwFBH3byonPPXmGQzaRC8XOlQb55YGagOJr/SSRkghjckQn5jSPTkGuuVOheiIUcTTlwoATzgEBEMg/w+mOsAEFM5tzW9yiU69UiXe/uPQqeBSsdzPs9v/RUQgHCPYpAESgCRaAIFIEi8PUR2MnA2YyO4nabx//4j//4k77cNH1H70lwERpPmlL0vHSdLVCxI8eXm97kM7Cq5x+qW8iDVyc0hUke6PqJ05GtTtZjIxZdDTzykEioCTehUExq0bBH554Zy30jEjTtGnNEosvsLUxZoTCh0DWRTDD48RK2dQn/ZLZ8JhWS1PD8USBK5Otg/iYOsQkTkzoRMEuFhzBMUqG8dX7M8fAIUXzPLz2VUBxCX2MRKAJFoAgUgSJQBL4oAleaw7OY3X66KrGuSHB3Z0QCn1YH3MTSuHK+82dg1Uvf/56Erhnb3NKEjeZb07sjELKxOjHJBTHYaOCxM0ZHauxz2CRsy//5Z7zjqRQf/J9+EwrNA91kQuEamliYTOg6c7vTIBHe5iQ785Dw4flIY2WG9Iy9xWmM77Y7KTZz9OqHwLFkvuuzkv2Lv5hdQnH7B9K/RaAIFIEiUASKQBH4GgicNa/7XI7idttDRIIL0AezIoFOUwrBWJtT/BAJbNneJJ3md76kTQxjtjfRCDMmJp+BJXc0zt72RAxMARtxY4XCqxLY+V/4st9JTQ+/3crHZwIh+yQX6quzEuHaIy5+yqZpz4oAPs+N+csNDsaCsXQfkICh+p0H6d7yJEkdmn5vdxo5/kys9J1EMCfqeA7rXMBDLtiTcQQP2fh6lMeRivF4fD7Wz06+D3GUUHyIx9BJFIEiUASKQBEoAj8YArNhfeG+j+J2m8dXtjdl+4v6VZOER9+TIO89PwMb0jDIwfpOxNzOhE/zgDyYOCCFIboJBT417DNXfhMI2enj70iF8kwoFONVmPEsIBfzsSgP3SsTCssqhYkETX5yJdni5Dzp3iM1xhJiT+PakZjgT8wrEl25XplYtz3x3HiPgrkoL0TjJ96j0KqTr7m/mA1R3H8x24Hnf/h3FPJ0HnXgKaE4AKWmIlAEikARKAJFoAi8IwI7ITi61FnMarceIvFWv3LNioQaVxMONbI04B7TvDJW0+8VCOxjVcJjmmFWJfBHR2qc/yvvVYg00iEPiplbmmi2sUtMm8Dx6gQ+YvFhU+M9VyLQhy0rEnO1Qj5ff8TQsJtEMDcdDEMqeA5gyhjdB24pPtGVhw7L8JYnxWar03z5mngdzAHJdTIHy9WmWIJ8XUiE6nuMbT0V51UJlUI1sYgkJyeXcsDJH96p0b+ZP//2t7+dRDxuLqF4HLNmFIEiUASKQBEoAkXgNQisZOC5/KO43fbq7U00/DpPf+U6W5toUBX3M0QCXXZvZ5L+5p+BVc1JIGi+1YibIGBHP7LFJ/8e7zF2NeRZxbDO3Ckv8InB5qZ92NLY3z0bxZlMKDekAjJBLjJkYm51UrzZhGpCPpi7Qm+HfM6VLdutWA0hYM5FNZnfnIt8fvbI9VTMi9uedH1ynyUY1Pnco4TicxFsfhEoAkWgCBSBIlAEnkfADeHzIfYexe02j7MqQVa+3IS+vnT9udubIBMvfQZ2bMOZqxBj/7/Hi/4Luqbn1Qe29+jwasUq5Z+kYjTiWXU4WolYfc5Ts27yIUlzjs0Xku5tRcPvxn3EuKmXPht1MBwHOKcRD5GIzHsTpJJ7RybIk5k5szRhgSobA58jz7ric/1JMrJSEd8ipf70k56Ln7Ww9Hj/w7OXL/Pf3W8+LqF4c0hbsAgUgSJQBIpAESgCRmAnA2ewHMXtNo9DJF67vYnVCSbB/7nmzPamrD6o4bU970kQD7HAzvYm9JHr7U1jSxQ6eXwGdiUPd5+BhUjo0pM00HSTA6mQdPOPn3P4LEczPu2jxl0MzTo5ir2rRf3h4x64Bs27G3lJuW5feFJNfzcWgT6ONOQhEkrxD81xH5CKf5akBisSc7uTxsRRPNfhHo2hzNHtEyaeD3WGHnJhOYjF3fYmSuu+5jzRlTumfHu2GmfuXolSHY9f8VsUXGfWmhfZlBKKDZAOi0ARKAJFoAgUgSLwBgjMhu+ZWmcxu/2h7U1pNvN7EiIBL25vClFY35Ogjs5ntzflS04hFmpkvRqgPKn3uq4R2x2RUONNN0zeJAnquieBUAPteOKIWX3KM4nAR7M+as14jefKADr3g+R6kuDsxl01jTnNumw+5HYjrRzIgVx+sSLvTTidP5glQioIgywwf/LNmIYtZIIc9Hl9jT0PxfNDdCYMsSFF5vwM9YUnvsbl+fFHc/N8kbI7T3WfEABWLIjffosC05scJRRvAmOLFIEiUASKQBEoAkXACMyG9AU8juJ22ymRoDbbm9IoRqaxfPTrTRCKo+1NqseqhFcpQh4Y0xCr8c2KxXOfgaVxXrc3zZUI1TE54BrE6JZMKJCyTXKhZn31eZVjjcHPyZySp7HJBTZOxqvU9dLAm1jIp5J3qxN+D8LGG7GASCjsr8YfXf71y074mYcJiHyZA6sZ3CNzIId7QBpHpJiW54N/xMx/C4vNKxW6R3/idsQp/fjgOcnzhFwcR3+etYTi8/BrdhEoAkWgCBSBIlAEQGA2gC/AcRS32zzO9qbUy7sSV96TIIaGkuYz5/57EjSk+PbtTWxtwqd8GvRPEAkacsaym0jIfvcr14xZftBcHafe2cRBOV6VUH7Igpt+/MNmgqD8MwKRvCckgzlRQ3OavsUWcuHVCOaNb0g38tL3xnx/DiEGCjUx4YVqlTGzQGRVIuTDZGIQh1yPmphCHoxtxpkDddE50XVyZOzB8Flf/5zZ15j31kso3hvh1i8CRaAIFIEiUAS+dwTSAD53n2cxq916iMRr35NgEmdkYmxNMpFYtzcNsvDkM7C8dI0PwrCsULgxF1OAPHhlIDoSckC8jjtSgR2bpnf6GVh8atQdQzx6JHp8SDXSvk7swzaJhMbMk5yVVKSxl/lGDEZDvv/2RP7PPpKTFQrq+d2JkeutTvg1Zs5ehlCM8dF4vS66CQLAEMM4Z+awbneKnjxJr1Ag1+Pv//7vWa1aTVd1rp/7vJpzGFdCcQhLjUWgCBSBIlAEikAReBGBlQw8F3wUt9tOtzetKxJcZN3edOU9CchFPgULOXjuM7Bq3u+2Nw0C4lWJ6JAGGmJqSTehiK58+mU3+hABdAya9h05wDaacJMH/CEOyUtOpK55F0O+zn2VImOvEOBXvnXmPM51ZUIhfpdibdYhCEpzs+1VCuVBBmi+bw6NibmZCDWpSH1ub9VNYhQbOzVCLqxnrJhZn6LbMX3E5SQmefuP22357zYsoXg3aFu4CBSBIlAEikAR+E4RcGN34d6O4nabx1mVSM1HtjdBMCANasTnebS9iab/6D0JmlF8nKxI6LAu+9zehI93JnQNr0qga67WIRg61vckPJbfxALfRhJotu/IATHE69qTYIx824iPLzI25jlyXZf5E4MdXT7Pe+gSXpkg1tjr2vsz4WVn/597hbIiYSIhwSqFyt0O7By3cp6Dr8XNy4wOcZk646OTEpzCNC9Z+yKL3c/1dtXzvzz/c+/7ekoo3hffVi8CRaAIFIEiUAS+HwSuNmxncavdeojEa7c3qdF3HZpJzrPPwF7Z3sSWprEK4fcmVM/EglUIPcLobt4hGBAJ2SdpUGM9deXOlQlihi/kwA1/7KPGHnNHINRcT6JBbeqN0yQCv8aui9R4JRUyzW1P0ZHGjsZdc1iPuUJBjK7n5Qh0jjWeoRLxm0wguTbnIBPUnqsRI/fJODFMgphluxOmeYz8OT5SNF+IjAkRK1j/9E//ZP0odtiY40sxz6T/9FMJxbPw1FkEikARKAJFoAgUASOwN51HsJzF7PaHtjfRIHKxK9ub1q1N5D23vemIPOQ9iXV7k+r4vQQIxKqLVMA17MOuI6sOIRpu+uXz1ifdgsdqik081Hwnnn50rlBgJyY28kej7vy1juJ8rZHjFQlyR3zGzI0mnjFY0vDnnYn92cjtz7Fm5YEUEwpyOCkhGT/XYmgSQe1xUjfX4vrxTzIx/B5TLmPJuYUJ+3quPn7cTs87qxq4on8WOXChB/+UUDwIWMOLQBEoAkWgCBSBHwqBw4bzAIGjuN12SiSox7sSbF9Cj1Qz7e1Mb/UZWJpTVhc4IQ8ZS3pLE3bIwdje5G1MY3uTdQiEjnV701yJWAkGMbqNSQAGKQiBuPOpIfdYc3D8HoufkznGRyz1dXIP+L0igSQu57BnPN+dkN2NuvI51ufkZhy37CESKjeJhMkEBvxDztUJ2bgW5X1NaguLXAtJLNebNuk/CVeED/Kjr5LfohDGdzHC4+5H7db4L6mXUHxJtHutIlAEikARKAJF4FtB4LCpO5j8Udxu8zjbm1LjpfckiMuqxPoZWOw0kmxv4heusypBI4p9/wwsdj4FO8gCMSYTjGlwB3m4+wwsPpYfdCnnQRB0omN2885YtUwSpE5ioWZ6Egf8jFXniYwvkrg9VvOzbcSENGQFI6sT3Adxvh9qcF+MdV0J26fEJr9XKJAaz0NBf+paJEEYeH+CPCTswV91ksRoQgEEGvpaSOVQl3lQ19ehAPo4+YbsHZmIj5yRJ5OPu7lhWf2a5xP/Le3L/y2h+PKY94pFoAgUgSJQBIrAx0bgSqN2FrParYdIvPY9CaBSI2+yQBPJOciEdZp/bOt7EiOOl6zd3LKFSTa/dI0kJ9ub0NWo+p0I6W7GIQ3oSHzKsa6psDphHanm2GSBmuqbJ7kgjvEqqZEYZM7E6DpPiMhSg3k4Z0iPmduoY8k4p+xu8BnrGjyLSLm8bWl9VnLflhzkW1cnTCZGvJck8HMMSU0TD0kc8xqErOSBMTHLaYKw2OXykRgGT+a4/1r2LeXr/i2h+Lr49+pFoAgUgSJQBIrAx0HgSfN2MrWjuN12ur3prT8DS0PK15tYrVDT7hUINZ2WjNX4T/IAsdA98dKvSQVNfkgDcetWJxzyqyf2j9CZYKBjUI1JDtYxdmqq2b6T5CUnUvO+iyEn5xpDnOwhDndbn7DLf0cmRixzxH7X5MvGc8K8Py+Zb4QCMVT/kJ10aszVCenxI7mG50DcqOtr6J4tsefEpvRc23bBLLcPj/UMvBqSOGTOBO6S57zU2d3vPi6heHeIe4EiUASKQBEoAkXggyOQBu+laR7F7TaPsyqRgi9tb1Iz/+nR9yRoIrO9CTJB05kVCcgBp8b0uNblD2G4294EaYA8aK7YUeEIk0BQR4f9kAX0SHLQdY1JDmTzeJV7jObyJIYa2BOLPmqEMJhMpC73w72NvOgmEooxcSJGOs+EE51jbepvltvfrEwozaSBHEgFh026ln1DzpUJ+WW6ba1CVxDzyXUshRt1/O9jxBzpxHjlAgm5EB6o81Dt5E3b11ZKKL72E+j1i0ARKAJFoAgUga+FwNXG7CxutVsPkXjt9iaIBWCoiZxbm9Cxs7pAM8l43d5Ew48dMjFikXlPwisV6/YmViF0Cb9YTeMLgVANEwns5EIa+CM9BMI2/JzqlUMqXItx7KPGjMGXMzG6ruPX2NgSO8aujy4790lerukxds5hjwTHNPXYGOecDbtsPpQPmeDQJUwm+M2JoSpx6MOAoMtfrzvJg+x3W50Y6+SYMcq3TaDG5zlhj++WMnPH8HHBvwll5f4eL3Aho4TiAkgNKQJFoAgUgSJQBL47BGYj98KdHcXttnfb3pQXriENNIaPfgZWzalXJQYZCXkw4YBB4A+ZCJGARERXI+1GXhjNlQP8aoRnY3/iM4nARw1d51fy0CO5NuMlxisUI97XVUxskzxgU06a+cwjRCLkwZJrKNZNuury3Pzsbups1tNsK1wd/SAXQ6fRN8tQLnGUoR7zgXS4pgRj68ib2fV9bYjD8KvEvK7nstjxvdmhZ842qNzbm9U9KlRCcYRKbUWgCBSBIlAEisD3ioCbuAs3dxS3206JBPXXdyVo7rCpmf6in4HV9bzdaX03YqxQTCIBOYCwrFJTnS9fQwDwYVOjbBlSQP3NR2+5x8y81KCOGmkTl+ibz6sj+HSaeCh+JRXokIWVUIAxtpAI8rAhLKVz+Fnc1PmXxjtkIk24LmGVP9R0zDBy4yYJGqe2ZeyKPyUR+HSuxz72isUImL5xLf87ElmwW89g+teCX1IvofiSaPdaRaAIFIEiUASKwNdC4GrTdRS32zzO9qbc0NF7EvggE2n6vvJnYN2AhzzABLI6oX57bnGCLMjlsaZvMoCNmMjYkTnjiySec41VQ7zWMVEgBvvwmTSMnBAIfF6RGHHRQx7upGJU0iSE5zRP7LovmcQMbiTAW5nG2GQB1zgx56VskrDPWuijxt32ptiWWH8mVmMO/7vJtcdcbLu570jGandu8kbshxIlFB/qcXQyRaAIFIEiUASKwDsgsDdnR5c4i9ntp6sS64oEFzgjEvjUyJtkqPm2fK/PwKq+/0+//m+2tznR7A/dUlOZKxGQC4iEbHN1gPhhe0IO8EEGItE5qYlUAzx9a8ziN6EgbtjWMU08dUIqvCJB7LDdkQjFkkuTb8lYJ6bZ+EudREI+H4qHKHB4dWKMY7t5bj6uT4xfxF7rYh6Bd+QiNuQaM+yImRebHkrmG9NlKYxT73LOWwWWULwVkq1TBIpAESgCRaAIfDQErjZYR3G77SEiARA0eKxIoEMgIBhHRALb+q4Ezef6GVjG44VrGv27z8CSK7/fk5Bu0gBTwMZ4fQHbDELsQM2wm3L5vQoBYRi6tyDtBCJkYJV7DDV1zUMCgU8QTJJBnGyZh/OYb2rgI0Y5k1QM3THRh1S448kBaxOJyGHTcK4uoO+HVyUUaylnViaobXyHz/rqpz6HbCEC1rkAPuGE6n8Di1xt6K86qP+qxHdIKqF4B1BbsggUgSJQBIpAEfiqCFxttI7idpvHV7Y3fe57EpCFt/4MLKSC5p8/kAYdltj0hLwSga6e2E2+bE9IATb8q1zJBT41t09iYk8sMaPGJA/Dl/ETSbxOunKfqumVCsaqR/wkEmPM83pyypfmXu6/DtkhEcSvZMIsgKjFf1eTeuQJu0kkpBNPGgd+jl3aRizHqDOljcuf+BfTnfqS/y74HQclFO8IbksXgSJQBIpAESgCXxyBNHDPXfgsZrVbD5F47WdgmYQa+bm9ia1NEAdsIiBuhhl/zmdg1VSqP729WI0e0oCkYddpP38gFcTGpunNJp9YfNggA6vEhy0SfY3RdacvMdhSg9gxppMOAbnTR8xKKkIeuJZ17o+TsU6eUcYMPZYN6bFi/RwZSJf5yZGtTnEwJ3+9aeRS/7YMcaux1g2ZMCHAodyc892JUcf1z/Rc/FuVJRTf6pPrvItAESgCRaAIFIEVATeOq+FEP4rbba/e3gRR0On3J9DVXM9zfU8Cu/w/v8VnYNWkPtnqxFKErgGHcKMfXT2vm3Nhc0cACMSWU/GTQFADO7mRuuZd/qj7JIY4fMxxyEkmhi/XtVQMDTw5Jgq6HvY7Hd+w89wmsZDOWO7bexOq47FsHPszxubVCcV5deKW5t+XCFGY9cgf9bKa4LFyqPOkNrH4kkOQjidxN/Pt7xa7uj68XkLx4R9RJ1gEikARKAJFoAg8g8CzTdqSdxS32zzOqgS5+XIT+vrS9edub4JM8J7EeK+ChvnwV64hAsTKP3/lmvH4DKxXHK5+BjakArKwkQSvZKgBNknYfEck41diBUkIxiQLISKab3whB5OAKDfx3Nf0q56JAv5RO8RhlTyjjKPT3IdYpPHPs0VGl3p3mEjEohqoidc0/nqhe7WPeG+hUs6MX/XEDInY57COV31J+XbUEopv51l1pkWgCBSBIlAEisBfCFxtwo7idpvHIRKv3d6kRt911FR7VSLbm/TCNQ27G11k3pMgfpAFkwn0ketfuR5botCp97PGvyzkwVubBId/Q4LtTejEQQjUC09dNr9DgZ9z+O6kbG7yEzNqmTiQT07O1ECqibZd0tdPDPbhM2kYOSEQWbHwOLmKMVFgLsNmyXjxmTyM8SQSigH7o1NmH342Q78xh79WEBjzIraXN8a1JW7bpTCj3y4xr+FwfCjCnNUI1KNjvfbcCnUUKNsau+on4R/DXELxMZ5DZ1EEikARKAJFoAhcR+BKo3UWs9sf2t6k5tr5+T0JkYAXtzeFKKzvSVBH58+//fZbyALN8yeRB29fIid6iMV4J8KrCbuueJnu35kIERCszlFDfLgCoevekYvkEc+p/JCGucqwxYQYzLiRk5UIaoRwOFZ1V2nCMOaB3ScxnMqVuJEMMBq1LHHgz8l4xGDjiLyNbn+xKcy1wgK4Tj4JG1/qhjD4clt9V9xtIhi5buTtyk/ns/sT903JEopv6nF1skWgCBSBIlAEfmgErjZfR3G77ZRIgDDbm9iOhB6pJtovU//++++XPwNLowk5ONrepHpsWbI/5IGxcq5+BtarEdTXkU+/unGX7cnL1+qGTQ5CBiJ1i3fEIWPN44xA3JEM5pscrkEetqFHmlTI5ljFW45c9JCHO33UMSYjh2dCDDLnHCte5mmPjlwPgsgNmYgv9abUfE1QVHfaEjxsfk9CYTFPJYbIxGf8jAwpOgx5oM5h/nsYSyjeA9XWLAJFoAgUgSJQBN4SgdMmbbvIUdxu8zjbm5KfdyWuvCdBDI0/BCMn25uw5fckaPrw7dub+D0JfJAA/BAJmmzGss93I1iVyPYmxbG9yQ05cZAH/kj3qoTyQwi8EoF/2Gi0n5ACbPhXqWvYFqm5PIkhB/sWw7xtH35fM/ouidV1ifEpv/MzluT53PljU2yIBTGJix4pl32rRF8PYncygd81NMdZa9Gx5SVrN/yaTnKQ8yAH38iN3cEZPCK3Oo+kfrHYEoovBnUvVASKQBEoAkWgCLwCgSuN2FnMarceIvHa9ySYvxr5SSTUXH8KmRhbk+xbtzcNspAfpwuZ+FnkYurLCoWJBduXIAxqJl/8DCyxNPkQCU1vrlSsNjW4zxII/GuMrjuJw0ogqJ9Y5kbcYlvJRVYmTJiIU57vbcRbHzX21YkQB4iF0pwXG8+R076hx6bhjRQoB31v6immSx5xidsXn5Z8kwYX+evPrajGwnqvvc7hr4zntVlPYZ9unPGvBBFKrvGX4QNrJRQf+OF0akWgCBSBIlAEfmAE1mbrORiO4nbb6famdUWCi6zbm668JwG5yKoExOG5z8BCPogJeRgExCsR0SEHNNnESTehiK589bG335AIWcCgabvJT+OPTY2zG318nPElLzmRuuZdDPk51xjisDPHIbM6YTIhm+ejnMwLaZ2coYdYeDxybENXHM8v4zT2xMr9ZJWCWD/v4bM+ash1f8hug2L3Zn2k+9pJSu3I2O8kcKeuHEfXt+0u6cGB/s3wy+sPZn258BKKL4d1r1QEikARKAJFoAi8jMDV5usobrd5nFWJXPqR7U0QDDX0hysSIRI0rzT9R+9JxIefFQkdT7Y34WN7kxpGr0pkq5PscAr4gb/ktErdCwTAvo0k0IjfkQPyiNe1D0kG8fGtcq2Dnhrcw+IzsSBPNtuH3yRCOSER5EffJc9pXaXI2FI+pE+uET1S1/NqgXzEcETeRgd/FQs7CamAZYS4rPpB5pxHrhE5Y4V36k7b966UUHzvT7j3VwSKQBEoAkXg20DgSWN2Mu2zuNVuPUTitdub1NC7jhp2E4qzz8Be2d7EqsRYhbj7khOMQfeZFQma5c/6DCwNN809dSIhHOiRionPn4VlTDzzWGNSg1xiRp5Jw/CtBIKaHivO5GDUjW4SER/XWk5w9lg1aOzRY0OuZ3yErkSCGI7I2+j4b0gDXuuL3PO5jlcgNC/U44rn1rsEyAYHtc5Tvj1PCcW398w64yJQBIpAESgC3xsCV5qrs5jd/tD2JsgCYF7Z3pQVCVYUyHtue9MRedi3OrH6oDpu4nc9qxM0+MSwyoCuhpaONLolPmzyueknHn3E0+tNf2JiGzGJdf3EqOmdNWXzdeNTfsYrqbjTEwNB4KSGTvC+IxkaYyZmJROOw7efBI/Y+BQyiQS2KwdEwhdWLav6A2NIs7/Wth8yMGIZc5xd68x+y/oO/5ZQfIcPtbdUBIpAESgCReAbQeBq43UUt9tOiQRYfInPwNLkQjY4IQ8ZS3pL0yAi2d7klYixvWmuSkAOiBvS+500fWwsZph84MOm5tdyJwWrLzGag+P3WPxbjElBauBj/slDj23EmFhIR9oXfZXKsX/khzhg4zkaqxGv0LtVCvw+h91kYtgkbj4UHXf/JhS/E4CsRtyi9VfzQY89tae/yjUESiiu4dSoIlAEikARKAJF4O0QuGv8nil7FLfbPM72ptR66T0J4rIqsX4GFruaZ3+5SSsSP2dVQo2ntz3tn4HFzqdgB1kgxmSCMc1z3o1gxWJ5N+LFz8DCKGjiOSEQjDW1Q1IQ+yrJU0O9rjxM4oCdWM1vjwlZmD7uIXXRyV1l/IoxYZDf98141Ve/dJ4Z/hALj4d9tWEnzI2+ruWxbBx3ukJiszN/hp2h0p0f8mDbiCPZzGIZ5x0LFx52xHpdm7d5LaH3BGd1fG96CcX39kR7P0WgCBSBIlAEPjYCe4N2NNuzmNVuPUTite9JcHE1/09eug6RCFFY35NQs27ikN+UgCzI5peukeRke1OIBasL0t2MR0eqGTVxQNdU5koEsRAJbNRUYzzJBTbGq1TMTg7uYnSdSS4Su9aQzlxMJFI3No1DKhwT+5Crz/fDPS2+lTgQK9eT7U224xvn3Vj1Ypd7xvj5Uwwjx4i7Dba/hHEqxqHDnRoyr3xiJtufupFrLrZlCnMus8KxcjXuOPsDWksoPuBD6ZSKQBEoAkWgCHyHCFxtoo7idtvp9qa3/gwsDSNfb2K1Qo24icRvv/1myXglDxALPbdPrERgp3EPaWA8ViuyvclEAdKghtRkA10nNSY5WMfYQwZWSV5yIjXvJ7G6zhOSQRzXH9KEQroJzOpT3cwLaZ24oZtIRKce+qiD5Plhsxx56Ks9Y0vVyPajO/vIMSuRvpMIYo8OXdKN//qOBHEri1ivg++sFr4eGwIlFBsgHRaBIlAEikARKAJvisDVxuwobrd5nFWJzPKl7U1q5j/9/vvvXolQ03/pM7CQhWxvgkzQkGZFAnLAefYZ2HV7k+rM7U2ym2BAEpTvFQjqDEJgAoIOWVht6q0nOdA935ECxiu5IFZzfRITe2KJGbUmeRg+j0c89x3CYRKhnEkiyN/GkzRgV427sWw8P9vke7K1Cf+wH5EJuW9+FJ4HUkfkrjMOYSBGKXM14Yl9iSVvrcmY48h28/TvTyUU/UdQBIpAESgCRaAIvAcCVxuws7jVbj1E4rXbm9S8u44aZ29xymdgsUMCaDjxrdubaPixQybwMZbMexJeqVi3N433JLwKoby7X7kWyDT/JhD8kW7iEBt+TjXVIRU030/IAXmJQeZMrK7rOowTG1tix9j1F99KIKjrsfwmB8kZdnLxhzh4jE0nOHus2J042K+8xCAJM4kYdttk55h+BsMf+yrR94NcDggEuomELkUd7BzTfhv272sQKKF4DWrNKQJFoAgUgSJQBJ5DII3cczH4juJ227ttbzp6T0IN+OH2phCOlTyoKfU2puELeTDhYCkCvwiIVyVCGmjwo6uxddMuHGbjjz+rE9hPfCYR+Kih6/xKHnok12a8xMyVC/l83SE9z1xLOSupuNMVY5JA3qiv8Nv2ppE3ycQYH5IJ1eEZcyZ+XZGQefqp738Pul7+Xewy8cij445MUGeUJHayiqPEd7Jl/u9U/uuULaH4Orj3qkWgCBSBIlAEvkcErjZLR3G77ZRIANz6roQaeueqmfZ2pke3N7Hq8NKvXB99BlbX89an9d2IsUIxiQTkgPqr1PTny9cQgEEgJkkIKaD+5qNve0Iy1CDPFQl0Tpp+8qOTt/i8OjJ8iaG5N9EY1zB5IEZj66uU3bYQC+Tw8ywgIpbSFfpklQJf7NYZr6ecGs5fr7bOHx12LNLG8Se+lShgC6kg7MjnyYw5o3sFY4xTc1ziTjznuwv83gclFN/7E+79FYEiUASKQBF4fwSuNlZHcbvN42xvytSP3pPAB5lQ4+ycr/wZWBrqSR5gAlmdUIMKaXATD1mQ6jHx+LCtMnZkzj2GeM41Vg3wWsdEgRjs8Ul6nrJn9SGrDZbxq64Jwoh7oi9+sI9/XZHAhm+1eayaXpHQtTxOnCQH7qxYeGzrMZEg/+iIfSUPR3GxEZ/Y5EYm5pLknnRciv2egkoovqen2XspAkWgCBSBIvDlEbjSPZ3F7PbTVYl1RYJbPCMS+NTIm2RANDh5V+JoexNblZZYXrL2/1nHrrwXPwNLjM65pWnRbdNU5koE5AIiIdtcHSB+2J6QA3xqTCfZQOekJlKN6/QldvNn5SE565hmnzohFasMOZgEA5IxYk0SFn0dr8TBdl2D58t5N96IhNy3ONX1v4fFH98qd30fhxjEzpi6qx3fI4fnNRJW/ZEa33VsCcV3/Xh7c0WgCBSBIlAE3g2Bq43VUdxue4hIcEdqoj+xIoEOKYBgLORgEglsK5mgWV0/A8t4vHBNo++Xrpf3JNwks41JdUwyYArK8Xh9AdsMQuxAPbEbdcV7FQLCMHRvQdoJRMjAKvcYauqahwQCnyCYJIM42TIP5zHf1MBHjHJo8h0bnbihEzN1crCPOkhwx2a5j4cd3zxVI6sO0xa/XFKfbG+yccTg54jN+sizI3/GXBiGQJCz6t7OdJuOzas/ZSofRKCE4kHAGl4EikARKAJF4AdHYG3qnoPiKG63eXxlexOEgYuNpv9DfAYWkkHzzx9Igw5LbJqqVyLQ1bymcX9CChRn/ypXckGumuQnMbEnlphRY5KH4cv4iSRe5yQOB+NJGojTNe/GsvFMOPGFMCTGvthHo5/4yLt3F0YtiUkciOOItK6aNh79iW9cL0TCefrz3Pio3OfYzif5OVU/aG4JxQd9MJ1WESgCRaAIFIEPiMCVJuksZrVbD5F47WdgwUeN/Nze9B6fgVVjCl/wuxHoIQ1IGnad9vPnaCVCUzSZIJY6Y3wnR+M/yYaa4jsCoetOX2KxpRbxY0wzHwJyp4+aXp3gPjS2rvjoxM9VCPThy1amfcwz5MT+hEyovm26VuL8zEcObo8Xv1yTOKyx2DmS4sHIs77/UeD6A3aQCOqtZGJPuRs/U3vOeUz/Lu9HHpRQ/MhPv/deBIpAESgCReAaAmnwXoo+itttr97eBHnQ6fcnViKhJvvuPQnG8v/M70mg88N0SJ0/51eueU+CxnHZ3uRmmm1Mw2fyoJgnW51YiqAWBEFy6moyTR4E0h0BIBBbTnKIRVIDO+NIXfMuf9R9EkMcPuY45CQTw5frWhIXO7qu53PVVcc25Ijn+YV0hFxgs33IjKdNuegcq09lXwD8608AAEAASURBVE8klpq3yid/idNxmUCclKn5AQRKKB4Aq6FFoAgUgSJQBH4wBNIUvnTbR3G7zeOsSlAwX25CX1+6/tztTZCJlz4Dy69cQwqIpXGGSGS86L+M9yTmliYIADmr1PQnqTggCV7JUIN7SCDIHfkhGb8SG7v0SRaojU/zneQDP+P4lviVPBA/icKoPQlFfEPynIzJNrZdNl3Cqw/kY5vnsM/x5tNwrmRYH/7oSA7yOSxVc/0xu5vn4t+R+1w01yjxeA6hi74SiotANawIFIEiUASKwA+EQJq6l275KG63eRwi8drtTWriXUeNs1cdsr0pqw/8X2l8f/d3f+fVCOIHWfBL1+gj179ynVUIrVCYWGi8kgevTujmTR7Y3oSufBMJNapTl83vUODnHL47KZtJQWJGLRMH8snJmRpIiAJ2SV8/MdiHz6Rh5IRAOF6xHidXMSYQw/5Ej18SnONfVySw4bu6vcnPi3gOzWOOZeN4dqwUEwnl3aL/+pu8vyx/aTOY63FZuYif9r9Cq70lAiUUb4lmaxWBIlAEikAR+PYReK5hy92dxez2h7Y30fBzgfyehEjAi9ubQhTY3gRJ0NjEgub/ue1N2eoUYjHeifBqwq6rpkz370yECGi6z65AqLG9IxfJU7Nru/JDGuYqwxYTYjDjRs5cuWAOsY3rhVwgTQ4Wu226fnw03tFNGsb4kEzoOjyjSS4Yqza2nFJvOoUZLP74jqRtIyU52HK4VgYnkphXkYcxx5OyNb+EQAnFSwjVXwSKQBEoAkXgx0DgSsMGEkdxu+2USFCA7U1q5J0TqSaaFYWHv94EoTja3qR6Jhf4Qx6or8bR25uwEwNTwMZ4bG+aqxLrtib550rE0OcqhW5pkoOQgcjVp2Z5rmLommcE4i6GuaUG+eRhG3qktzTJ5ljFW45cdOIsV33UCXHAzzOBXFhmPCS2eareTiRWn0In0bA+cqOv0rrKIV9LJJw7/lDojFTcLnLuX+tUfwCBEooHwGpoESgCRaAIFIHvEIE0WS/d2lHcbvM425tSMO9KXHlPghg17FllsGR7E7b8ngQNrxr2J9ub8sN0ivX2JogEjTRjmue8G8GqRN6NCKnQXB0HiWBfk3K8KqH8kAWvROAfNjftIQ6RqpP4KeOL1Fymj1rJwb7FMG+TCOK4hyU2ZGJKYrmPnMpxfsaSPJ87f2yKDbFIDHLXCTOR0LXij1T4521vosByUPezD00XkvLZdVrgeQRKKJ7Hp94iUASKQBEoAt8zAleatrOY1W49ROK170kANMRBTfU8QybG1iTb1+1Ngyzkx+n83oTy/SvX+NCXFQoTC7YvQRho0KMjaeaJhzTwh5jYsWl6rF7YR2xsalonKSAGH7ZI9DWGxj++SGzkJpa5bbaVXEwSoXjbhwzh8H2OGiZVqm0iobgQB8YME8sz5LR910feviqhsNuqBX4GumbqxHckbRspycHG4To39e7vmZ2gQ8bAXHTER370u8IaPOfbYzs+QKCE4gCUmopAESgCRaAIfOcIPNecrbd+FLfbTrc3rSsSFF23N115T0LN+1yVkP7sZ2DVmJtMhDwMAuKViOiQA5psasEUVl35cAgTCpp8dAya9h05wKYm1c0/Ps6QguQlJ1LXuYshP+caQxx25jUkOrZJGojXmXkhrZMzdN9jdHLRR00kz88kA33kYbN9yIynbeTJfSMQkapPzEoKkovZvkXaNlLWHOwcib+Nbn+PbKsfnZiVLOzjl+Ljv3KtxFYuCJRQLGBULQJFoAgUgSLwnSNwtWE6itttHmdVIrg9sr0JggFpUCM+z6xIrNubIABH70nQ5OLj5DOwOqzTJGd7E75FX7/kBKeAHzzyGVg39s8RCOFwRzI0F5ME7JqffUjsqYMeP/ew+EwsRrztw28SoZyQiJCMjFfJczKBGPEe6xqWsqnkXLXANs9hn+PVJ92Jo46H/NGR+NvoNo6dnLckErlG5VdGoITiKz+AXr4IFIEiUASKwBdAgCbvynEWt9qth0i8dnuTGn3XCZk4+wzsle1NrEqMVYi7H6qDMeimsyLhJhyCAZGQ3asREAo1uVOnyYdl4OccPks1z27wYx819hiP5fNnYSEHxOn0lirqxYaeMTbpJg3ER9/lmEPistJgAhEf11pOcPZYtdYVCWz4so1pjkdc7I4ZsRI3AoKi68VnO390YOO4k6rpeOXcvLe/iVlt6Gf2PW4dk3NXfHVWf18ESijeF99WLwJFoAgUgSLwtRG40pydxez2h7Y3QRa4+Svbm7IiQcNP3qO/cr1vdYI0qI6b+F3XNWS6f2cCIqGml6Z6rhxgg3Bgky+rCiYVI54+avoTE9uImfWonxg11rMm9vUa0jO+W5UYOdjwOwadc9QG7zuSobFcJiqHZAL/OKlnXfVik2n6qYP9KpFw7khJDjYO17mpd3/P7HdBHXw8BEooPt4z6YyKQBEoAkWgCLwFAlebs6O43XZKJJjol/gMLE0uZIMT8pAxzTRbmgYRyfYmb2MaX3K69BnYEIyVQOjWJhkIOcCmJnmSCMaag22JiSQusSPGBCE18DH/xKPHNmJMGqSbQIxa1mNDym7byA9xwMZzNFYjXqF3qxT4fQ77HMeO1CExVzKsM0bRsctpI09zit/BS3zGM341VP+2ECih+LaeV2dbBIpAESgCReAlBPYG7iz+KG63eZztTSn00nsSxGVVYv0MLHY1z5/Y3sQvXGdVgqYT+9VfuYY80Dzn3Qi2Ow3ykO1N3mJEHASBP9K9KqEm12OaeM74NbVDUhD7KsmjTiQ65xqj+e0xIQuTgHAPyUGnxirjV4wJg/y+b8arvvql88zwh1h4POyrDTth2HwmZkiJv/wMdPjfw0tSJa9ub0o9F3/HP1yn26HeEeASincEt6WLQBEoAkWgCHxhBK40aGcxq916iMRr35Pg3tXIzxeu1YCHTNhGw49tfU+CsU5esvb/WYcsjLHt5GR7EzpNN6sL0t2MR0fiU66JhKbiT77GD5HARm01wJNcYGO8SmokBpkzMbrOJBeJXWtIZy4mEsmJTeOQCsfEPuTq8/1wT4tvJQ7EyvXi9qbEHREJlTBpoI7/Deh6yPzbOJPOGyn7qkRyiFmPM/sag77HlRjsCH2AcQnFB3gInUIRKAJFoAgUgc9EYG+6zsodxe220+1Nb/0ZWJpVvt7EaoUacROG3377zZLxSh4gFrqpT8v2JhMFGmzixmpFtjeZKEAa1OSabBytRMiWhj3k4o44QA7I03Vtj9Q1DwmErjVjieHk+kN6LN0EZvWpbuaBtE7c0E0kolMPfdRB8vywWY489NWecSR5CnFMbJaqb/uou8ZEX6X1kbMTiT2OMYcvcFOf/XsWF3uJxbPwfVlnCcWXxbtXKwJFoAgUgSLwlgikuXqp5lHcbvM4qxIp+NL2JjXzn37//XevRKjpv/QZWMhCtjdBJmhesyIBOeA8+wzsur1Jdfx7EporX3kywYAkKN9EgDqDEHilAn0hCbapGZ7kQHXuiANj4tcYzfVJDH7siUUftSZ5GD6PRzz3HcJhEsF9LCc11vEkDdhV424sG8/PNvmebG3CP+zEHZ0O0Jz872DESMxYdI47v2p+KSJxu/rzf5lbicbzGL2Lt4TiXWBt0SJQBIpAESgC74pAmrqXLnIWt9qth0i8dnuTmnfXUePMCoO3NiGxQwJoVBmv25to+LFDJkYs0luayIuOJHa8J+FVCOXNrU5sYxIQNPQmEPyRblIRG35ONcBu/InJeJXkJQaZMzG6ruswTmxsiR1j1198K4EIkYCImBwkRzWII9eSMfpygrPH8u3EAXveh7DOeMTFTn5OqTc/iq57Z8emAxvHnVRNxyvn5r39TcxqQz+zr3FXYtb46h8IgRKKD/QwOpUiUASKQBEoAhcQuNp4HcXttnfb3pQXriECarwf/gwsTTUEYpCRkAcTDpYi8Ku2VyVCGmjwo6vhddMuPGfjj188Iv/n38QAG7GLz2PysOs6v64xw+aVhiXGKxTD5+sqL/k09iEzK6m40xVjkkAe96ZaHLYhsSmG5xcCckgmRozjoiuXcZ59dF9A9qtEglBykMmxrj+pnXHkmT3+yKtxiUeSc8dmVmf1L4tACcWXxbtXKwJFoAgUgSLwWgSuNl1HcbvtlEgwufVdCTX0zlVT7dWGR7c3QShe+pXro8/A6npzVYKGflmhmEQCcoB9lZo+thCNEIhJEhZy4Dzi1STT8NMTPSEZwxdCEJJg4oIPApAaY+zVkeiRIybkIkSBXOurVI5tIRaDTGDjWUAuLBlzDD+2eQ77HG8+DedKhvXhj77KqavmTiSmD2U5uO6V42rclVqN+YoIlFB8RfB76SJQBIpAESgCFxC42nQdxe02j7O9Kdc+ek8CH2QCIoH+lT8DSzM9yQNMIKRBTS6kwU08ZEGqx8TjWwhEiMOUxHDuMeRxpgZSTftazysUxGCPbzT2xGX1AZ9jkfGrngnDiHuiL36wj38lDtjwrTaPVRObz8QMKTEJiJ/pasep49Cukle3NyX/Vu3879W48wr1fCgESig+1OPoZIpAESgCRaAI3CFwpfE6i9ntp6sS64oEVz8jEvjUyJtkQDQ4x29KWGe1ANv6nsSIe/gzsMozSdBSA3LVvfqgqcyVCMgFREI2x6kBPt3CRJ7qreTAOjn4kGrID2MWf0hCctYxzf5KKkIuQigS6zEkQ9eMT+rUTRrGeCUOk0zoOjzjuzFkYtjz/D2msOxZYVh9mPexbSMlOdg4Ensb/fX3zP5XxHnuGlP9G0SghOIbfGidchEoAkWgCHz3CFxpzgDhKG63PUQkKAoJYEUCHQIBwTgiEtjWdyVoZtfPwDIeL1zT6FNj/Q0JN8nLZ2D9xSYabOLWF7DNIMQY1OC6UZffqxCQiKFDADS8/8TrThwY7zHU1DUPCQQ+QTBJBnGyZR7OY76pgY8Y5UxSEZ24oYc8eEwO9lEHCe7YLPfxsOObp2ocrUjYL5dCH9veNHJ2IuE6/NkOX2CzHQ2vxh3l1vbBESih+OAPqNMrAkWgCBSBHwqBq03XUdxu8/jK9qbPfU8CsvDWn4GFVND88wfSwEpFyIP+RXglAr+aXzf5sj0hBdjwr3InGWrYn8SQgz2x6KPGJA/Dl/ETSbzOSSIOxpM0EKdr3o1l4/lx4gthSIx9sQ/SkfhI728aPpVxrRelapZIgFKPhxAooXgIrgYXgSJQBIpAEXg3BGgEXzrOYla79RCJ134GlomogZ/bm9jaBHHAJgLi/5POeN3eJJ/tVz8Dq2YXvuB3I9BDGpA07Drt50/IRGya3mzyiaUONjXEdxIftkj0NUbXnb7EYEstYseYZt66bHf6qMm94zc5SA6x2JRrOXI9lp6tTPuYZ8iJ/QmZGHmxJ1ahNxKCn4Guu/sS80SSQrxOfDlcJ4NFntmXkElgVlv17xSBEorv9MH2topAESgCReCbQeBKc8bNHMXttldvb4Io6PT7E+hqrue5vieBXf6fIRLoR79yHcLB15sU4y1MNNX7Z2Cx4Wf5AZ266NggCJJTV8MLEaDBviMABGLLSQ6xSGpgZxyp69zlj7pPYojDx7yGnGRi+HJdS+JiR9f1fK666tiGHPE8vxCQkAtstg+Z8bQpF51j9ansQ0TC+SMl5MNFx59c4yXb6o9+lBtf5XeIQAnFd/hQe0tFoAgUgSLwTSBwtek6itttHmdVgrvPl5vQ15euP3d7E03/S5+B5VeuIQXE0jhDJDJe9F/GexJefRCPgBvMLzmRG0JALvoBSfBKhpriI98RyfiVWEESgjHJArXxab7xMTZJiI/xiFnJA/GTKIzak1DENyTPyZhsY9tlU/m5aoFtnsM+x5tPw7mSYX34oyM5yOewVM0SiRse/fuZCJRQfCaATS8CRaAIFIEi8CACaepeSjuK220eh0i8dnuTmnfXUePsVYdsb8rqA/9HHF/ekyB+kAW/dI0+cv3S9VihQDex0HglD97apJs3eYBIoCvfpEFN7tRlM8vAzzl8d1I2N/mJGbVMHMgnJ2dqICEO2CE8sY9xfCYNwxcC4XjFeZxcxUxCMWxZddiJBTgndl2RwIYv25jmWNeyTXXtT5wkB+7keGzrIAz4j8ZKubq9KfmjzKm4GndaoI5vG4ESim/7+XX2RaAIFIEi8G0hcKXxOovZ7Q9tb6LhB6r8noRIwIvbm0IU1vckqKPz599++y1kgeb607q9KXqIBaSBHJ1S73VdI7Y7IqGm1//nnxx0ZFYshi+Nv32JQebU7YY0nMWEGMy4kZOViKw+4A+pWKXJge4/fnwrmVDabXuT6pokjPEhmVAMz2iSCcYbkZDpRjwozGDxx3ckbRspycHGsf+7ulnP7fE/l7vGVP8BECih+AEecm+xCBSBIlAEvjoCZ03bPrGjuN12SiQoxvambGuKVDPul6nf6leuVY9tSl6lCHlgTDPNNqZBRO7ejRjbm+aqBOSAuCHnSoRsJg5cA59uyc0+ElKhpnjK1Yc9Y81jxiQH/x7DfJODjzxsQ480qZDNsYq3HLnoJhDDPvVRJ8SBOJ4jhMMy4yGxzVPX2onE6lPoJBrWR270VVpXOeROJOyz4/7PLfjedjS6GneUW9t3hkAJxXf2QHs7RaAIFIEi8KEQuNp0HcXtNo+zvSl3mXclrrwnQQyNv5rsebK9CVt+T4KGF/++vYkvN+GDBOCHSNBkM6Z5zrsRrErk3QjFmVRoro6DIMASlONVCeWnyffqBf5hc9Ou/BcJxB6juaTmncSe2BHDvOcqh3Rfk+uj75JY7iOn/M7PWJLnc+ePTbEhFolB7jphJhK6VvyRCv+87U0UWA7q7seRbY9hfDXuKLe27xSBEorv9MH2topAESgCReCrI3Cl8TqLWe3WQyRe+54EaEAc1FTPM2RibE2yfd3eNMhCfpwuZIJfvZ76skJhYsGWJggDTXl0JM28TvjEHanAjk3TY8XCvtWmHnuuPBCDD1sk+hpD4x9f5CADjiOWuW22lVysZMJ25fjeuH70UWOuSMiHHuIAsWDoPMXyDDlt3/WRt69KKMw5uP1vYKkT35G0baTsqxKuQ8B2nNnXsCsxa3z1HwiBEoof6GH3VotAESgCReCLIHC18TqK222n25vWFQnuat3edOU9CchFViUgDs99BlaNuQlEyMMgIF6JiA5poMmmlnQ37dGVbyKBpMkPqdC078gBQWqETSDwcRKPLXnJidQ172KIzbnGEIedOQ6Jjm2SBuJ10vTbHp2coYdYeEwu9lETyfMzyUAfedhsHzLjaRt5ct8IRKTqE7OSguRitm+Rto2UNQc7R+Jvo9vfI9vqj341LvGVPxgCJRQ/2APv7RaBIlAEisC7IXC16TqK220eZ1UiM35kexMEA9KgRnyeWZEIkaCRpem/8hlYmmdiaZKzvYnxoq9fcoJTmEQQo2O+L6F7gQDYtpEEat+RA/KI17UPSQbx8a1yrYOeGtzD4jOxIE8224ffhEI5IREhGRmvkudkAjHiPVY9S9lUcq5aYJvnsM/x6pPuxFHHQ/7oSPxtdBvHTk6JRJCp/KIIlFB8Ubh7sSJQBIpAEfgOEaDJu3Kcxa126yESr93epCbedUImzj4De2V7E6sSYxXi7ktOMAbddFYk3IRDHiASsk/SoCZ36oNA2E/M8FnS1DOOfdTYY0Ig/FlY5ThesV75ID829IyxSTdpGPVXAjF9Yw6Jy0qDCUR8XGs5wdlj1V9XJLDhyzamOR5xsTtmxErcCAiKrhef7fzRgY3jTqqm45Vz897+JuYl2+qPfpQbX2UReIJACcUTSGooAkWgCBSBInAZgSuN11nMbn9oexNkgVle2d6UFQkafvKe2950RB72rU6QBtVxE7/ruoZM9+9MQCTU9NJUn65AqBk28VBcYuhRJsHATkxso2ZiXT8xxEWX9HUzVn7GK6m40xOjOthNLJQP3nckQ2PMxBySCfzjnISC2GGTmH7q+Hke+BO3SusjJeQDG4fr3NS7v2f2NehKzBpfvQgYgRKK/kMoAkWgCBSBIvA4Alcbr6O43XZKJJjWl/gMLE0sZIMT8pCxpLc0DSKS7U3evjS+5GQdArFua4JUYND0/aJ1CAYx2NQIW+6kYPUlRnNw/B6Lf4sxKUgNfMw/eeixjRjPTzrSvuirVI79Iz/EARvP0ViNeIXerVLg9znscxw7UofEXMmwzhhFxy6njTzNKX4HL/EZz/jVcKLvtU7Cai4CTxEooXiKSS1FoAgUgSJQBM4QuNp0HcXtNo+zvSkXfOk9CeKyKrF+Bha7mudPbG/SisTPWZWg6cS+fwYWO5+CHWSBGJMJxjTPeTeCFYtBHrK9CTJgHYIAcYBAQBrU5HpME88Zv+IPSUHsqySPOpHonGuM5rfHhCx4FYN47iE56LFFxq+YEArfN2PFTH31S+eZ4Q+x8HjYVxt2wrD5TMyQEn/5Gejwv4eXpEp2e5Ph6p+PhEAJxUd6Gp1LESgCRaAIfGQE0vA9N8ezmNVuPUTite9JMAk18vOFazXgIRO2hSis70kQo5PPvvr/rEMWxth2crK9CZ2mG6Ig3Q16dCQ+5Uq9vTNBDDoSIqHpQQrcyBMXmxriO3KAD1sk+hqj60zfGkP9EctcTCR2m8YhFY5R/CpXn++HexoxIRkhCYzlenF7U+KOiIRKmDRQx/8GdD1k/m2cSeeNlH1VIjnErMeZ/dGYNb56EThFoITiFJo6ikARKAJFoAgYgSvNGYFHcbvtdHvTW38GlmaVrzexWqFG3ITht99+s2QMYQh5gFgwf1YisNO4Qw5osBmP1YpsbzJRgCCoyZ0EQmNqTHKwjrGHDKySGsmJ1DWfxOo6T0gGcVx/SBMK5kvs6lPdzAtpnbih+x6jUw991EHy/LBZjjz01Z5xJHkKcUxslqpv+6i7xkRfpfWRsxOJPY4xhy9wU5/9ezXu2SJ1FoEgUEIRJCqLQBEoAkWgCNwjcLXpOorbbR5nVSKXeWl7k5r5T7///rtXItT0X/oMLGQh25sgEzSvWZGAHHDyw3Q0z+g0yUfbm1THvyehufKVJxMMSIJyvNpA7iAEJiDokIXVpmtMcqA6d6SA8UouiNVcnsTEnlhiRq1JHobP4xHPfYVwmERwH8tJjXU8SQN21bgby8bzs02+rFpgm+ewz/Hqk+7lDc0JP8cqo+92ckokDFf/fHQESig++hPq/IpAESgCReBLI7A2eM9d+yxutVsPkXjt9iY1766jxpkVBm9tQmJndYFGlfG6vYmGHztkYsQi856EVyqyQkHseE/CqxDKm1udWKkQCDT/JhD8kW7iEBt+TjXAIRXOYRz7qDFj8OVMjK7r+DU2tsSOsesvvpVAhEhAUEwOkqMaxJFryRh9OcHZY/l24oDdW5lGDLGEHW1v8vOKXzLEYNqx6Tgcq6TjNddb1O1vYlcb+pl9jbsSs8ZXLwIPIVBC8RBcDS4CRaAIFIHvHIGrjddR3G57t+1NeeEaIqCm/uHPwNJUQyAGGQl5MOFgKQK/antVIqQBEhFdDa+bdv1buFtlyOoE9hOfSQQ+aug6v1IXPZJrM15i5sqFfL7ukJ5nrqWclVTc6YoxSSBv1Ff4jUyMPJMF4sb4kEzIzzPmTHwIRp59/NS3TdeLTWmz+V/jsXMkJeTjZv0rJ+PI1Mj4TF6NO8uvvQi8iEAJxYsQNaAIFIEiUAR+AASuNl1HcbvtlEiA4/quBNuYsKmZ9mrDo9ubIBQv/cr10WdgIQZZlaCRj66pTCIBOcC+SvmxhWhke9MkCSEF1CePeHXJSPqNJyRj+GYcY5p+8qOnxhh7dSR65IihyaeWyQO+6KuU3f4QC+Tw8ywgIpbSFfpklQJf7NYZr6ecGs6VDOvDH32VUydvXBtbDhfLYMgj2xbi4dW4o9zaisBDCJRQPARXg4tAESgCReA7Q+Bq03UUt9s8zvam4HT0ngQ+yIQaZ+d85c/AuhEPeYAJhDSoyYU0uImHLEj1WNO/W1XAR2zsyJzxRRK3x6qRXuuZTBCDPT5Jz1P2rD5ktcEyfl3XBGHEPdEXP9jHv65IYMO32jxWTa9I6FoeJ06SA3dWLDy29VbrdKyUq9ubuOaV42rclVqNKQKXECihuARTg4pAESgCReA7ROBK43UWs9tPVyXWFQkwPCMS+NTIm2So+bYcvylhnYYf+/qexIh7+DOwyjNJ0FIDctW9+qCpzJUIyAVEQjbHqQH29qRhe0IOVG8lB9bJoSYSgnAUs/j31Yl1TLNPnZCKVYYcTIIByRixJgmLvo5X4mC7rsHz5bwbb0RC7luc6vrfw+KP70jaNlL2VYn93xWxHGf2m/f290rMGl+9CLwZAiUUbwZlCxWBIlAEisA3gsDVxusobrc9RCTAR830J1Yk0CEQEIwjIoFtfVeCZnX9DCzj8cI1jT415mdgyZXf70lgl99fbMLGeH0B2wxC7EANrht1+b0KAWEYurcg7QRiJwWM9xhq6pqHBAKfIJgkgzjZMg/nMd/UwEeMcmjyHRuduKETM3VysI86SHDHZrmPhx3fPFUjqw7TFr9cUh/b3jRydiLhOvzZDl9gsx0Nr8Yd5dZWBD4bgRKKz4awBYpAESgCReAbQeBq03UUt9s8vrK96XPfk4AsvPVnYCEVNP/8gTSwUhHyoGfplQj8an7TuD8hBYqzf5U7yVDD/iSGmtgTiz5qTPIwfBk/kcTrnMThYDxJA3G65t1YNp4fJ74QhsTYF/sgHYmP9P6m4VMZ13pRqmaJBCj1+O4QKKH47h5pb6gIFIEiUAQOEKARfOk4i1nt1kMkXvsZWCaiBn5ub2JrE8QBmwiI/08643V7k3y2X/0MrJpd+IJfrEYPaUDSsOu0nz8hE7FperPJJ5Y62NQQ30l82CLR1xhdd/oSgy21iB1jmnnrst3poyb3jt/kIDnEYlOu5cj1WHq2Mu1jniEn9idkYuTFnliF3kgIfga67u5LzBNJCvE68eVwnQwWeWZfQiaBWW3Vi8BXQ6CE4qtB3wsXgSJQBIrAF0DgSnPGNI7idturtzdBFHT6/Ql0NdfzXN+TwC7/zxAJ9KNfuQ7hWH9DgqZ6/wwsNtW42+rEUgQ2CILk1NXwQgRosO8IAIHYcpJDLJIa2BlH6pp3+aPukxji8DHHISeZGL5c15K42NF1PZ+rrjq2IUc8zy8EJOQCm+1DZjxtykXnWH0q+xCRcP5ICflw0fEn13jJtvqjH+XGV1kEvgoCJRRfBfZetAgUgSJQBN4ZgatN11HcbvM4qxLMO19uQl9fuv7c7U2QiZc+A8uvXEMKiKVxhkhkvOi/jPck5pYmCAA5q9T0J6k4IAleyVBTfEggyB35IRm/Ehu79EkWqI1P853kAz/j+Jb4lTwQP4nCqD0JRXxD8pyMyTa2XTZdYq5aYJvnsM/x5tNwrmRYH/7oSA7yOSxVs0Tihkf//gAIlFD8AA+5t1gEikAR+IEQSFP30i0fxe02j0MkXru9SU2866hx9qpDtjdl9YH/I44v70kQP8iCX7pGH7l+6XqsUKCbWGi8kgdvbdLNmzywvQld+SYSanKnLpvfocDPOXx3UjaTgsSMWiYO5JOTMzWQEAXskr5+YrAPn0nDyAmBcLxiPU6uYiahGLasOuzEApwTu65IYMOXbUxzrGvZprr2J06SA3dyPLZ1EAb8R2OlXN3elPxR5lRcjTstUEcReG8ESijeG+HWLwJFoAgUgS+FwJXG6yxmtz+0vYmGn5vM70mIBLy4vSlEYX1Pgjo6f/7tt99CFmiuP63bm6KHWIx3IryasOu6hkz370yECGi6z65A6Lp35CJ5aphtV35Iw1xl2GJCDGbcyJkrF8whtnG9kAukycFit03Xj0/q1E0SxviQTOg6PKNJJhirNracUm86hRks/viOpG0jJTnYOFznpt79PbOvQVdi1vjqReCrIVBC8dWg74WLQBEoAkXgjRC42ngdxe22UyLBXNnelG1NkWqi/TL1W/3KteqxTcmrFCEPjGmw2cY0iMjduxFje9NclVi3NUEqWJ7Q9PH73QeuQQw2NcKWIQORqy8xSBr8xERi32OYb2okD9vQI72lSTbHKt5y5KJ7NWLYpz7qhDgQx3OEaFhmPCS2eepaO5FYfQqdRMP6yI2+Susqh9yJhH123P+5Bd/bjkZX445yaysCXxyBEoovDnkvWASKQBEoAm+EwNWm6yhut3mc7U2ZX96VuPKeBDE0/mqy58n2Jmz5PQkaXvz79ia+3IRPsd7eBJGgyWZM85x3I1iVyLsRqmNSobk6DoIAS1COVyWUnybfKxH4h81Ne8hApOokfsr4IjWX6aNWcrBvMcw725u8lWmJDZmYkljuIyf3vtl4Pnd+jW1TbIhFYpC7TpiJhOrGH6nwz9veRIHloO5+HNn2GMZX445yaysCXw2BEoqvBn0vXASKQBEoAp+BwJXG6yxmtVsPkXjtexLcB8RBTfU8QybG1iTb1+1Ngyzkx+lCJvjV66kvKxQmFmxfgjCoKfa7EiEPNPM64RN3pAI7Nk0vqxOTXGBTjz1JAWPisUWirzE0+fFFjsbfccQyt822kotJIhRr+5AmOdFHDZMqzctEQr4QB8YMjYlieYactu/6yNtXJRTmHNz+N7DUie9I2jZS9lUJ1yFgO87sa9iVmDW+ehH4UAiUUHyox9HJFIEiUASKwAsIXG28juJ22+n2pnVFgvms25uuvCcBuciqBMThuc/AqjE3gQh5GATEKxHRIRI02dRi+WHVlW8igaTJD6nQtO/IAUFqhE0g8HESjy15yYnUde5iiM25xhCHnXkNiY5tkgbidU7iEJ2cofseo5OLPmoieX4mGegjD5vtQ2Y8bSNP7huBiFR9YlZSkFzM9i3StpGy5mDnSPxtdPt7ZFv90a/GJb6yCHw4BEooPtwj6YSKQBEoAkXgAIGrTddR3G7zOKsSudYj25sgGJAGNeLzzIpEiASNLATgymdgaZ6JpUnO9ibGi75+yQlOYRJBjA6/O4HUvUAAbNtIArXvyEHide1DkkF8fKtc66BzTfw612uYWGBXjO3Db0KhnJCIkIyMV8lzMoEY8R6rnqVsKjlXLbDNc9jnePVJd+Ko4yF/dCT+NrqNYyenRCLIVBaBDYESig2QDotAESgCReBDIUCTd+U4i1vt1kMkXru9SU2864RMnH0G9sr2JlYlxirE3ZecYAy66axIuAmHPEAkZJ+kQU3u1AeBsJ+Y4bOkqWcc+6ixx3gsnz8LqxzHa+yVD/JjQ88Ym3SThlF/JRDTN+aQuKw0mEDEx7WWE5w9Vv11RQIbvmxjmuMRF7tjRqzEjYCg6Hrx2c4fHdg47qRqOl45N+/tb2Jesq3+6Ee58VUWgW8SgRKKb/KxddJFoAgUgR8CgSuN11nMbn9oexNkAYSvbG/KigQNP3nPbW86Ig/7VidIg+q4id91XUOmw8/A0lSfrkCoGTbxUHOcGP77PwkGdmJig5wssSYFiSEuuqSvm7HyM15JxZ2eGNXBbmKhfPC+IxkaYybmkEzgH+ckFMQOm8T0U8fP88CfuFVaHykhH9g4XOem3v09s69BV2LW+OpF4JtBoITim3lUnWgRKAJF4IdB4GrjdRS3206JBGh+ic/A0sRCNjghDxlLekvTICLZ3uTtS+NLTtYhEGxPIm5IGzR9bJNg4MOmRthyJwWrLzGawx1xSA7+LcakIDXwMf/Eo8c2YkwspCPti75K5dg/8kMcQhCM1YhX6N0qBc/Z57DPcexIHRJzJcM6YxQdu5w28jSn+B28xGc841fDib7XOgmruQh8mwiUUHybz62zLgJFoAh8jwhcbbqO4nabx9neFLBeek+CuKxKrJ+Bxa7m+RPbm7Qi8XNWJWg6se+fgcXOp2AHWSDGZIIxzXPejWDFYpCHbG+CDFiHIMAgQhrU5HpME88Zv+IPSUHsqySPOpHonGuM5rfHhCx4FYN47iE56LFFxq+YEArfN2PFTH31S+eZ4Q+x8HjYVxt2wrD5TMyQEn/5Gejwv4eXpEp2e5Ph6p8i8BgCJRSP4dXoIlAEikAReB8E0vA9V/0sZrVbD5F47XsSTEKN/HzhWg14yIRtIQrrexLE6OSzr/4/65CFMbadnGxvQqfpZvVBuhv06Eh8yvXqg6YyVyKIhUhgo7Ya4EkusDFeJTUSg8yZGF1nkovErjWkMxcTieTEpnFIhWNiH3L1+X64p8W3Egdi5Xpxe1PijoiESpg0UMf/BnQ9ZP5tnEnnjZR9VSI5xKzHmf3RmDW+ehH4phEoofimH18nXwSKQBH45hG40pxxk0dxu+10e9NbfwaWZpWvN7FaoUbchOG3336zZLySB4gF82clAjuNe0gD47Fake1NJgqQBjW5JhtHKxGypWEPubgjDlyDPF3X9kjIAT7VnhKdc40hjusPaUIh3QRm9Skn80BaJ27oJhLRqYc+6iB5ftgsRx76as84kjyFOCY2S9W3fdRdY6Kv0vrI2YnEHseYwxe4qc/+vRr3bJE6i8C3hEAJxbf0tDrXIlAEisD3g8DVpusobrd5nFWJQPTS9iY1859+//13r0So6b/0GVjIQrY3QSZoXrMiATng5IfpaJ7RaZKPtjepjn9PQnPlK08mGJAE5ZgIkDsIgQkI+kISbNM1JilQnTtSwHgnDprLkxhqYE8s+qg1ycPweTziua8QDpMI7mM5qbGOJ2nADjaSPLPERJfrbrsTdp/DPsexD+nlDc0JP8cqo+92ckokDFf/FIHPR6CE4vMxbIUiUASKQBG4jsDa4D2XdRa32q2HSLx2e5Oad9dR48wKg7c2IbGzukCjynjd3kTDjx0yMWKReU/CKxXr9qbxnoRXIZQ3tzqxUiEQaOhNIPgj3aQiNvycaoDd+BOT8SrJSwwyZ2J0XddhnNjYEjvGrr/4VgIRIuFtWsqzTzVNFJRjkoDEh305wdlj+fZ3IrDnfQjrjEdc7OTnlHrzo+h6d3ZsOrBx3EnVdLxybt7b38SsNvQz+xp3JWaNr14EvjsESii+u0faGyoCRaAIfFgErjZeR3G77d22N+WFa0iDGu+HPwNLMw2BGGQk5MGEg6UI/KrtVYmQBhr86Gp43bTrKc7GH794RP7Pv4kBNmIXn8fkYdd1fl1jhs0rDUuMVyiGz9dVXvJp7ENmVlJxpyvGJIE87k21OGxDYlMMzy+k45BMjBjHRVcu4zz76L6A7FeJBKHkIJNjXX9SO+PIM3v8kVfjEl9ZBL5LBEoovsvH2psqAkWgCHwoBK42XUdxu+2USHDH67sSbGPCpqbaqw2Pbm+CULz0K9dHn4HV9bzdaX03YqxQTCIBOaD+KjXV+fL1EUlYyIHziFeTTMPPf8ufkIzhCyEISTBxwQcBSI0x9upI9MgRE3IRokCu9VUqx7YQi0EmsPEsIBeWjDmGH9s8h32ON5+GcyXD+vBHX+XUVXMnEtOHshxc98pxNe5KrcYUgW8egRKKb/4R9gaKQBEoAh8WgatN11HcbvM425tyx0fvSeCDTEAk0L/yZ2Bppid5gAlkdUJNLqsObuJDIBgTj28hECEOUxLDuceQx5kaSDXtaz2vUBCDPb7R2BOX1Qd8jkXGr3omDCPuib74wT7+lThgw7faPFZNbD4TM6TEJCB+pqsdp45Du0pe3d6U/Fu1879X484r1FMEvkMESii+w4faWyoCRaAIfAAErjReZzG7/XRVYl2R4J7PiAQ+NfImGRANzvGbEtZZLcC2vicx4h7+DKzyTBJ4P2LTvc1JU5krEZALcQj/337FzsZ/2J6QgzVGzbL9SGoi1ZAfkozFH5KQnHVMs0+dkIpVhhyYaIRkjFiThEVfxytxsF3X4Ply3o0hE4tP6i1Odf3vYfHHdyRtGyn7qoTrELAdZ/Y17ErMGl+9CPxQCJRQ/FCPuzdbBIpAEXh3BK42Xkdxu+0hIsGdqeH+xIoEOgQCgnFEJLCt70rQrK6fgWU8Xrg20VD8+hsSbpLZxoQd0gBTUM7c6qTLe1XCDELsQA2uG3XFe1UCwjB0b0HaCcROHBjvMdTUNQ8JBD7mkBjipGcezmO+8eMjRjk0+Y6NTtzQs1LhMTnYRx0kuGOz3MfDjm+eqnG0ImG/XAp9bHvTyNmJhOvwZzt8gc12NLwad5RbWxH4IRAoofghHnNvsggUgSLw7ghcbbqO4nabx1e2N33uexIQkLf+DCwkg+afP5AGHZbY9BS8eoGu5jeN+xNSoDj7V7mTDDXsT2KoiT2x6KPGJA/Dl/ETSbzOSSIOxpM0EKdr3o1l4/lx4gthSIx9sQ/SkfhI728aPpVxrRelapZIgFKPIvAVECih+Aqg95JFoAgUge8MARrBl46zmNVuPUTitZ+BZSJq5Of2JrY2QRywiYD4/6QzXrc3QQJoYK9+Blax8AWvQqCHNCBp2HXazx9IBbGxaXqzyScWHzY1xHcSH7ZI9DVG152+xGBLLWLHmGbeumx3+qjJveM3OUgOsdiUazlyPZaerUz7mGfIif0JmRh5sSdWoTcSgp+Brrv7EvNEkkK8Tnw5XCeDRZ7Zl5BJYFZb9SJQBJ5BoITiGXDqKgJFoAgUgWcRuNKcUeAobre9ensTREGn359AV3M9z/U9Cezy/wyRQD/6lesQjvU3JGiq98/AYlONu61OLEVgG+Rh6mp4IQI02HcEgEBsOZU7CQQ1sJMbqWve5Y+6T2KIw8cch5xkYvhyXUviYkfX9XyuuurYhhzxPL8QkJALbLYPmfG0KRedY/Wp7ENEwvkjJeTDRcefXOMl2+qPfpQbX2URKAInCJRQnABTcxEoAkWgCJwicLXpOorbbR5nVYIr5stN6OtL15+7vQky8dJnYPmVa0gBsTTO49OvHi/6L+ianlcfWJWAAJCzSvknqYAs4MOmRhjplQz0A5/jRr7jFfPryEuNSRbIx6f5/n/2zkC5biRHts89HeGZ2A/o///TlycvshoskRIlW7YkgxG8QAEJsAh6Z5FdRSo+xiYJ8TEuTCcPngdzwc/10C9OnpNrUv6MLWVTirVqgW2dZV/jzafhWsmwXv7oSA7iOSyVc4jEox7zOxX4EBUYQvEhHsNMYiowFZgKfIoKpKl7abJnuN3mcYjEW7c3qYl3HjXOXnXI9qasPvBfxPHlPQnwRRa8vQm9Yv3Sda1QoJtYaNzJg7c26ebzwrWbcMWbSKjJ3QlEmvSQgoMU3k0++XIql4mDpLHk5MQfCXFAh/DEXuPDSkT5QiCMF87jxApjAlH2J3r8ktQ5/r4igQ1ftjGtsXLaxjMIpqTEIiB+ft2OU8epXSnvbm9K/CPb9e9d3HWG8UwFpgL+YzhThqnAVGAqMBWYCrxUgTuN1xVmt79qexMNP5PL35MQCXhxe1OIQn9Pgjw6//r+/XvIAs31t769KXqIRb0T4dWEXdc1ZDq+MxEioOk+uwKh65oUBB+phnkRB3Rw8UUWJsQg5CKkIysRWW3AH1LRpclBzQO7z8KaFDS9j0/JhO6XZ7TIBGPlxJZT6kNXXj/P5o/vTNpWIfuqhPMA2I4re4fdwXT86FOBqcAzFZgVimeKM66pwFRgKjAVWP+l+KVSnDVou+2SSJCc7U3Z1hSpJtovU/+sv3KtfGxT8ipFyANjGmq2MRURObwbUdub1qpE39YEqWB5QtPH721NXAMMNjXCliEDkd0XDFLzuCIQKx8Y5pscicNWeqRJhWzGCm9ZsejgLLteeUIc8PMcIRyWGZfEtk7l24lE9wm6iIb1io3epXWlQ+5Ewj47jj8P8NF2NrqLO4sd21RgKnBSgSEUJ0UZ01RgKjAVmAr8XCJBPbO9KbXNuxJ33pMAQ+OvhnydbG/Clr8nQcOLf9/exJeb8Anr7U0QCRppxjTPeTeCVYm8G6E8JhWaq3EQBFiCYrwqofiQBa9E4C+bm/YQh0jlCX7J+CI1l+UjV2KwbxjmbfIBjnto2JCJJcFyHzkV4/iMJWmwD/7YhA2xCAa568BMJHSt+CMF/7HtTSRoB3n348y2YxjfxZ3Fjm0qMBV4pgJDKJ4pzrimAlOBqcAfWoE7jdcVptuth0i89T0JngHEQU31OkMmamuS7X17U5GFJ5+B5aVrfMrV/1CdiQXblyAMNOjR9y1NnVTQ5EMkNL2sTixygU099iIFjEMKIvF3DI1/fJFFBowDy9w2WycXi0QIa3vJEA7fZ+UwqdK8TCSEC3FgzDBYniGn7btecfuqhGCOwe1/A7pm8sR3Jm2rkH1VwnkAbMeVvcPuYDp+9KnAVOCVFRhC8cqCDXwqMBWYCnzhCtxtvM5wu+1ye1NfkaCWfXvTnfckIBdZlYAcPPcZWDXmJhDZ3lQExCsR0SENNNnkku6mPbri4RA0+ossYNC03eSn8cemRtgEAh9nfEi5D+QCLMSgY7DlTH4wnIUPYYhtkYa6ZuaFtM59le57jK58tuNHl+T5Lb3isNleMuNlqzi5HwQiUjnBdFKQWMz2NWlbhfQY7BzBP0aP3zNb90e/iwt+5FRgKvCGCgyheEPRJmQqMBWYCnyxCtxtus5wu83jrEqkTq/Z3gTBgDSo2V5nViRCJGhkafrvfAaWhhksTXK2NzFuev+SE5wCfuB3JrrUvZhYYNtIghv7Tg7AgNe1T0mG5rJ8wSCxJw96cnAPzWdiUXjby28SoZiQCOKj75LnZAJRGI91DUvZlHKtWmBbZ9nXuPukO7DyeMiPjuAfo8c4dmKGSKQyI6cCn7ACQyg+4UObKU8FpgJTgZ9UAZq8O8cVrtuth0i8dXsTRIIJhUxcfQb2zvYmViVqFeLwJScYgy6RFQk34RAMiITsizSoyV16EQj7wZTvsHIQe+XYMSEQ/ixsyIKwXvkgX2zoGWOTbtJQ+TuBWD7hsrrge6sYk4j4uFY7qbPHwma7U2zIbGMC43HhYretfBIPAoKi68VnOz86sHEcpHIar5iH9/EbzEu27o9+FhvfyKnAVOCdKjCE4p0KO2mnAlOBqcAHr8CdxusKs9tftb0JskBt7mxvyooEDT9xz21vOiMP+1YnSIPyuInfdV1DptPPwNJUr5WDIhdr9UDNsImHmuNg+P+ty48dTGzEN6xJQTDgokv6uhkrPuNOKg56MMqD3SRD8dQ7hIMcnJjBnJIJ/HUaiw62bBLLTx4/zxN/cF1ar5CQD2wczvNQD79X9g66g+n40acCU4GfWIEhFD+xmJNqKjAVmAp8ggrcbbzOcLvtkkhQh1/xGViaWMgGJ+QhY0lvaSoiku1N3sZUX3KyDoHo25ogFRg0fb9oHYIBBpsaYcudFHRfMJrDgTgkBv+GMSlIDnzMP3j02Arj+UlH2he9S8XYX/EhDth4jq5V4QU9rFLg91n2NY4dqUNiEQ3rjFF07HLZiNOc4je44TNe+G640PdcF7AxTwWmAu9VgSEU71XZyTsVmApMBT5WBe42XWe43eZxtjflNl96TwJcViX6Z2Cxq3n+xvYmrUj8lVUJmk7s+2dgsfMp2CILYEwmGNM8590IViyKPGR7E2TAOgQB4gCBgDSoyfWYJp4zfuFPSUHsXRJHnkh0zo7R/HZMyIJXMcBzD4lBjy0yfmFCKHzfjIVZevdL55nhD7HwuOzdhh2YVyR0LY+Dk+RY/sfwCXkghuMgFTTbmx51md+pwJerwBCKL/dI54amAlOBqcCTCqSxe+JohitMt1sPkXjrexJcU438euFaDXjIhG0hCv09CTA6/8rflIAs1Nh2YrK9CZ2mG6Ig3Q16dCQ+xUp9vDMBBh0JkdD0DluYYlNDfCAH5MAWid4xus7ydQz5C8tcTCR2m8YhFcYI32X3+X64p8KEZIQkMJbrxe1NwZ0RCaUwOSCP/w3oesj827iSjquQfVUiMWD6cWV/LabjR58KTAXeuQJDKN65wJN+KjAVmAr8xgrcac6Y3hlut11ub/rZn4GlWeXrTaxWqBE3Yfj+/bslYwhDyAPEgvmzEoGdxh1yQIPNuFYrsr3JRAGCoCZ3EQiNybHIQR9jDxnokhyJidQ1n2B1nSckAxzXL2lCwXzBdp/yZl5I6+BK9z1GJx965UHy/LBZVhx6t2ccSZwgxsRmqfy2V96Oid6l9YrZicSOY8zhCzzUZ3/v4p5NMs6pwFTg51ZgCMXPredkmwpMBaYCH6ECd5uuM9xu8zirErm5l7Y3qZn/9s8//3glQk3/rc/AQhayvQkyQfOaFQnIASd/mI7mGZ0m+Wx7k/L470lornzlyQQDkqAYr0AQW4TABAQdstBtusYiB8pzIAWMO7kAq7k8wcQeLJjKtchD+TwuPPcVwmESwX20kxx9vEgDduU4jGXj+dkmX1YtsK2z7GvcfdK9vKE54efoMvpuJ2aIhMs1P1OBP6MCQyj+jOc8dzkVmAr8GRXoDd5zd3yF63brIRJv3d6k5t151DizwuCtTUjsrC7QqDLu25to+LFDJgqLzHsSXqnICgXYek/CqxCKW1udWKlQEWj+TSD4kW7iEBt+TjXAIRWOYRx75VgYfDmD0XWN79jYgq2x8zdfJxAhEhAUk4PEKAc4Yi0Zo7eTOnss304csHsrU2HAAjvb3uTnFb9kiMGyY9NxOlZK4zXXB+rxG2y3oV/ZO+4OpuNHnwpMBX5DBYZQ/IaizyWnAlOBqcA7VOBu43WG223vtr0pL1xDBNTUv/ozsDTVEIgiIyEPJhwsReBXbq9KhDRAIqKr4XXTrvofVhmyOoH9wmcSgY8cus7f5EWP5NqMG2atXMjn65b0PHMtxXRScdCFMUkgrvIL/iATFWeyAK7Gp2RCfp4xZ/AhGHn28ZPfNl0vNoWt5r/jsXMkJOTjYf03JuPI5Mj4St7FXcWPfSowFfhFFRhC8YsKPZeZCkwFpgLvVIG7TdcZbrddEgnm3t+VYBsTNjXTXm147fYmCMVLf+X67DOwEIOsStDIR9dUFpGAHGDvUn5sIRrZ3rRIQkgB+YkDry4Zyf+ffEIyyrdwjGn6iY+eHDX26kj0yMLQ5JPL5AFf9C5ltz/EAll+ngVExFK6oE9WKfDFbp1xP+XUcK1kWC9/9C6XTlxdG1sOJ8ug5Jltg3h4F3cWO7apwFTgN1RgCMVvKPpcciowFZgK/IQK3G26znC7zeNsb8rczt6TwAeZUOPsmN/8GVg34iEPMIGQBjW5kAY38ZAFqR5r+odVBXxgY0fmjC8S3I5VI93zmUyAwR6fpOcpe1YfstpgGb+ua4JQuCd681P7+PuKBDZ83eaxcnpFQtfyODhJDtxZsfDY1keuy7FC7m5v4pp3jru4O7kGMxWYCvzCCgyh+IXFnktNBaYCU4GfVIE7jdcVZrdfrkr0FQnmfUUk8KmRN8lQ821Zf1PCOg0/9v6eROFe/RlYxZkkaKkB2XWvPmgqayUCcgGRkM04NcDenlS2J+RA+To5sE4MOZEQhDNM8++rE31Ms0+ekIouQw4WwYBkFNYkoel93ImD7boGz5fzMN6IhNwPnPL630Pzx3cmbauQfVVi/3cFluPK/vA+fu9gOn70qcBU4INVYAjFB3sgM52pwFRgKvBMBe42Xme43fYqIsGc1Ex/Y0UCHQIBwTgjEtj6uxI0q/0zsIzrhWsafXKsz8ASK7/fk8Auv7/YhI1xfwHbDELsQA2uG3X5vQoBYSjdW5B2ArGTAsY7hpy65imBwKcSLJIBTrbMw3HMNznwgVEMTb6x0cGVDmbpxGCvPEjqjs1yH5cd3zqVI6sOyxa/XFJft72pYnYi4Tz8bIcvsNnOhndxZ7FjmwpMBT5IBYZQfJAHMdOYCkwFpgLPVOBu03WG220e39ne9KPvSUAWfvZnYCEVNP/8QBpYqQh5UP28EoFfzW8a9yekQDj7u9xJhhr2JxhyYg+5435EAABAAElEQVQWvXIs8lC+jJ9I8DoXcTgZL9IATtc8jGXj+XHiC2EIxr7Yi3QEH+n9TeVTGud6USrnEAmqNMdUYCpwWoEhFKdlGeNUYCowFfgwFaARfOm4wnS79RCJt34GlomogX+yvQmbCIj/SzpEom9vks/2u5+BVbMLX/CL1eghDUgadp328xMyEZumt5p8sOTBpob4IPFhi0TvGF13+YLBllxga0wzb122g145uXf8JgeJAYtNsZYV67H0bGXaxzxDTuxPyETFxR6soA8Sgp+Brrv7gnkiCQGvE18O58mgySt7gywC022jTwWmAp+8AkMoPvkDnOlPBaYCX7YCd5ozbv4Mt9vevL0JoqDT70+gq7leJ+9JYOvbmyASYPjDdIX9K3/lOoSj/w0Jmur9M7DYFHvY6sRSBDYIguTS1fBCBGiwDwQAILacxIBFkgM740hd8xBfeZ9gwOFjjiUXmShfrmsJLnZ0Xc9n15XHNmTheX4hICEX2GwvmfGyKRado/uU9lVEwvEVEvLhpPWTa7xk6/7oZ7HxjZwKTAU+cQWGUHzihzdTnwpMBb5kBe42XWe43eZxViVSrbOvN/3o9iYRixc/A8tfuYYUgKVxhkhk3PT/1HsSa0sTBICYLnUvi1SckASvZKgpPiUQxFZ8SMbfYGOXvsgCufFpvot84GccX8N38gB+EYXKvQhFfCV5Tq7JNrZdNl1irVpgW2fZ13jzabhWMqyXPzqSg3gOS+UcIvGox/xOBaYCNyswhOJmoQY2FZgKTAXeuQJp6l66zBWu262HSLx1exOrD0xGjbNXHViRQM/qA/9FnHHekwBfZMEvXaNXrF+6rhUKdBMLjTt58NYmXc7kge1N6Io3kVCTu3TZ/A4Ffs7yHaRsJgXBVC4TB+KJyZkcSIgCdklfPxjs5TNpqJgQCOOF9TixwixCUbasOuzEgjoH21cksOHLNqY11rVsU177g5PkwJ0Yj20twoD/bKyQu9ubEl9pLsVd3GWCcUwFpgKfowJDKD7Hc5pZTgWmAl+7AncaryvMbn/V9iYafkqbvychEnC5valvbSKuvyfBWOez25uy1SnEot6J8GrCrmseMh3fmVB+N/ua7rMrENX4rxWExKlhTnxIwxUmxGDhdE30tXLBHGKr64VcIE0Omt024ssndekmCTU+JRO6Ds9okQnGyoMtp9SHTmIGzR/fmbStQhKDjcN5Hurh98reQXcwHT/6VGAq8MkrMITikz/Amf5UYCrwqStwt/E6w+22SyJBhfibEtnWFAkJUOP+7Wf9lWsIBfl0vvUzsIdtTZAKDJr+qz4DC15N8lq9yJgGP+QiElzHgtHpa8YXG2N8Jb2lSbqxuoZlxaJ7NaLsS6/4EAdwPEeIhmXGJbGtU9faiUT3CbqIhvWKjd6ldaVD7kTCPjuOPw/w0XY2uos7ix3bVGAq8EkrMITikz64mfZUYCrwqStwt+k6w+02j7O9KVV5zXsSkA2IAASDkxz/93//Z3KQVQkaXnz79ibZvCoBicDPKgRNNmOa57wbwapE3o0ghuUHXcY4cQYTBwgEqxKKT5PvlQj8ZXPTrniPI5Un+CXji9Rclo9cicG+YZh3tjcdyAX3Q2yXYLmPnPI7PmNJ6nnwxyZsiEUwyF0HZiKha8UfKfiPbW8iQTvIux9nth3D+C7uLHZsU4GpwCevwBCKT/4AZ/pTganAp6vAncbrCtPt1kMk3vqeBNXrZELN9bd8vam2JplI9O1NRRb8ngRNLjjF8VevvTqBnu1NIRYQBQgDzXh0JM08+J1UYMem6WV1YpELbOqxFylgDB5bJHrH0PjHF4ktucAyt83WyUUnE7YrBmmSE71ymFQpt4mEfCEOjBk6TlieIaftu15x+6qEYI7B7X8DLU98Z9K2CtlXJZwHwHZc2TvsDqbjR58KTAW+YAWGUHzBhzq3NBWYCnzICtxtvM5wu+1yexOrDdx9tjVFqon2X7mGPOi8fE8Cf1YlpP/13GdgyQkm5KEIyOlnYMGJQLhpj654EwmkThMIDJr+gRxgUyPs5h8fJ3hsiUtMpJrsAwZszo4Bh10yhAEd2yIN4HVmXkjrxJQeYuExsdgrJ5JnYpKBXnHYbC+Z8bJVnNwPAhGp/GA6KUgsZvuatK1Cegx2juAfo8fvma37o9/FBT9yKjAV+KIVGELxRR/s3NZUYCrwYSpwt+k6w+02j7MqkTt8zfYmCIYa+rW9SQ35WpEIkaCRpen/3//+5/cu0LHxh+niw8aKhI4n25vwZauT9P4lJzgF/OA1n4HlmgdyQLzu3UQAmTMkA7zmdcAw7nnQk4N7aD4Ti8LbXn6TCMWERBAffZc8JxOIwnisa1jKppRr1QLbOsu+xt0n3YGVx0N+dAT/GD3GsRMzRCKVGTkVmAq8SwWGULxLWSfpVGAqMBU4/S+/Z2WhGTw7ut16iMRbtzepuXceSESIBFJEghUCb61BXm1vwgdZkPSqRK1I+L0JbPhgDLqZ6G7Cy24dHISAH+lelShpv2JNBrCpEV4rB7Ej44uEDICVz5+FZQxOp69ReWxDz7jiTBrAy94JxBoLl9UF5yycSUR8XKud1NljYfuKBDZ82ca0xoWL3ZjCSjwICIquF5/t/OjAxnGQymm8Yh7ex28wL9m6P/pZbHwjpwJTgT+4AkMo/uCHP7c+FZgKvFsF7jZeZ7jd9m7bm7IiUSTBREJN+iIY0p/9DCzNNCsR2erE6gMxNPq7rmvEBiEwqVDD66ZdT+FAEiAc2PDrGsajk1eS/7+1/MHEVphgnT8YckWXpJlfY+kZd1Jx0IPhvjnJoZPnFcJBDpMEfMKckglhiHFcdLClSyw/6bHfJRKOrZDEYONwnod6+L2yd9AdTMePPhWYCvxhFRhC8Yc98LndqcBU4F0rcLfxOsPttksiwR30dyXYxoRNzbS3M/2sz8DS5EI2OHlPImPJvqUpurcx1ZecrEMqIAfEl7RBU8W2CAY+bGqELXdS0H3BaA7G71j8G8akIDnwMf/EocdWGBML6SYHlStEYUnZrVd8iAM2noVrVTkEPaxS4PdZ9jWOHalDYq1kWGeMomOXy0ac5hS/wQ2f8cJ3w4W+57qAjXkqMBX4kyswhOJPfvpz71OBqcDPqsDdpusMt9s8zvamTPDsPQl8kAmIBHr+OF3/DCx2/Hy5ia1NWZWg6cS+fwYWO+9KQALw6zSZYEzznHcjWJUo8pDtTZAB6xAEGERIg5pcj5XLKwfxC39KCmLvkljyRKJzdozmt2NCFrzSAZ57SAx6bJHxC2PCILvvm3HXu1869ccfYuFx2bsNOzBsPoMpKfGvn4EOP9uXpFLO9iaXa36mAlOB31GBIRS/o+pzzanAVOArVSAN33P3dIXZ7ZerEn1FggtdEQl8auRNFtR8WxaZsB6i0N+TKBwvWfu/rEMWZPNL10hi8iUndJpuVh+ku0GPjsSnGK8+aCprJQIsRAIbOdUAL3KBjXGX5AgGmTMYXWeRi2B7DunMxUQiMbFpHFJhTOwlu8/3wz01XycOYOV6cXtTcGdEQilMGsjjfw+6HjL/Nq6k4ypkX5VIDJh+XNlfi+n40acCU4GpwP8bQjH/CKYCU4GpwNsqcKc5I/MZbre9ikiQVE20PwOLrmY9X2N6QiTwZVVCOg3yN77exGoFOXSu9yQYgwl5gFgo/TdWIrDLb6JAg824ViuyvclEAdKgJtdk42wlQrY07CEXB+LANYjTdW2P1DVPCYSutbBgOLl+SY+lm8B0n/JmHkjr4Eo3kYhOPvTK4xqWj+cYLLrHJTOOBCfXgzx0qfy2y2+l+WznR0d81itmJxI7jjFHj31Yzn/v4s6jxzoVmAr8sRUYQvHHPvq58anAVOCNFbjbdJ3hdpvHd7Y3sSLBfKvp//ba9ySIy/YmyATNa1YkIAecV5+BhVhke5PyHL7kFNKgeBMB8hQhMAFBbyTBNjXDixzolg7EgTH4jtFcn2DwYw8WvXIt8lA+jwvPfYdwmEQoZpEI4rcxPupujHIcxs0n12G7EzE+y77GsZf08obmhJ+jy+i7nZghEi7X/EwFpgIfpQJDKD7Kk5h5TAWmAp+hAr3Ju5rvFabbrYdIvPUzsExADfxalWBrk5pov5gNCaBRZdy3N9HwY4dMFBaZ9yS8YpEVisKaIETv25sUR0NvPz+MJZZN00uT78YfDDY1xMvOmDhskegdAwlIrmBiC7bGzt98nUCESEBEIBn2KW90k4b4sLeT5+Wx4vZ3IrDnfQjrjAsXO/E5pT78KLrewY5NBzaOg1RO4xXz8D5+g+k29Ct7x93BdPzoU4GpwFTgtAJDKE7LMsapwFRgKnCowN3G6wy32968vQnyoPPyr1xna5Oabm9deu6vXIdw7OSBlYjy+T0JGmzl86oEOsSCfU/YijwsXQ2vm3ZVbpEDCAA42Wi2TQywgW2+nUD83TFguTaSHDX2CkV0yZAHY3OtZscfjPWak22VX/DH9qaKC0EI6TglE8rDM+YMvhMJmZef/P73oOslJv4zaVuFhHxg43Ceh3r4vbIfQM/E77gZTwWmAlOBFyswhOLFEg1gKjAV+IMr8CPN2R7rcVYlqGm+3ITeX7pWQ2+smmqvNrx2exNN/52/cq38Jgg00/U+hMf93YhsdVJOvz8BOSB/l5r+evn6jCQ0cuA48GqSIQf8/6AnJKN8izww1hxNXKInR429OhI9sjAhMsiQEuuMcyrGeogFsnw8C0iHpXRBn6xS4IvdOuN+yqnhWsmwXv7oXS6duLo2thxOlkHJM9sG8fAu7ix2bFOBqcBU4LQCQyhOyzLGqcBU4A+vwN2m6wy32zwOkXjr9iY18c4DyeDM9qa8XE3TiT3vSYCn8cfO9ib0ivX2pqxCaIUC3H8YN/Lg1Qn9G1jkASageBMCNbmsOriJl826hosAYAMTSR7GyJzxReIPJlJz73lMBvBhj0+Sxh+cVxrKbyy++IUxQSjcE735qXP8fUUCG75u81g5vSKha3kcnCQH7qxYeGzrI9flWCF3tzdxzTvHXdydXIOZCkwFpgKHCgyhOJRjBlOBqcBU4HIrSS/NVXO221+1vUnNtePz9yTU6L+4vSlEob8nQR6d6+tNRR6+9e1N0UMseDeCGJ1eidj02NZKBCSkSIRj1ACfbmFSk91JwSIZ4DlVVEtwXDt5TvwhCYnpY5p9YkMqugw58FYoCAZnYU0Smt7HnTjYrmvwfDgPY+WL3c8vOOX1uPnlWv++OhY7R0L2VYlgH6h/f6/s/yL+vV63jT4VmApMBX5qBYZQ/NRyTrKpwFTgE1fgTnPG7Z3hdtslkSAB25vUyDsmUs30T93eBCFQ0+9VipAHxjTTrEQUETm8G1ErFF6VyP6mIg7g10pE6RAAFirS4FvupEC3eyAOGWsepwRCHfXKB4ZTNpMHfGVbZAIfNuWlyTc2uuzYfHadGOzYKp5ngc1S9sO47NjWqbisOixb/HJJfd32porZiYTz8LMdvsBmOxvexZ3Fjm0qMBWYCtyuwBCK26Ua4FRgKvBFK3C36TrD7TaPs70p9cq7EnfekwCjht3blyAZnGxvwpaXrml4se/bm/pnYPFDJNSomjzQPEMYZPdL19nexBjyoLkaB0GAJUAadKxGHr+wXpVQzjTuT0iBcE8IBHHERGouTzD4sXdM5VrkoXwZP5HgmWc79/EiDWCojSTPLDHoHssXwhCMfbHzDArbpZcYyie3c70olXOIBFWaYyowFfi0FRhC8Wkf3Ux8KjAV+AkVoBl86bjCdLv1EIm3vifBRK7IRLYtqam+9RlY/qaEcplAtBUK/1d5iAKEQY2v35UIeaBh1wmfWKQCPTZNz1ueAIDFh00N8UHiwxaJ3jGdOASDLbnA1phm3rpsB71yenWC+8CfmNJNEuJTHo/ly1amfcwz5MT+hExUXOzBCuoY3P43oOvtvmCeSELA68SXw3kyaPLK3iCLwHTb6FOBqcBU4N0rMITi3Us8F5gKTAU+YAXuNGdM+wy32y63N/UVCZL17U133pOAXGRVAnLw3Gdg1ZgftjcVAfGqRHSIBA02uVh+6Lri4QkmDzT56BjU9LrRT+Pfbbqlgy9x2BOH1HUWuUge7DsGXOGz+rDIRPlo9rmmJfOPHb3svsfoymc7svA8vxCQkAtstpfMeNkUi87RfUr7KiLh+AqZVQmXc36mAlOBr1CBIRRf4SnOPUwFpgJ3K5Cm8CX8GW63eZxViSR8zfYmCAakQU32Os+2N0EA7nwGVo2qyQKNc7Y3Edv0/2Srk+xwCvjB+pITWMa6l7UqsZMEcocU7D7icjbM35rXsjNHxsqzSAY6cdjxd1/Dd/IAfhGFuuYiFPGV5Dl1kpGxpXy6xFq1wLbOsq/x5tNwrWRYL390JAfxHJbKOUTiUY/5nQpMBb5QBYZQfKGHObcyFZgKXFYgTd0loBxXuG63HiLx1u1Nat6dR433ek8Cff8MbP96Ew2/mu3Tv3JdqxCHLznBGHRfWZGg4c4L19Z1PRMINbk7gbAffPmWJCB2ZCMOYNYfpCOOs2MhCtgkV44aH1YiKiYEwnjhPE6sMOTISsMTPX5J6hx/X5HAhi/bmNZY17KNWgdTUmIRED+/bsep49SulHe3NyX+ke369y7uOsN4pgJTganAT6rAEIqfVMhJMxWYCnzYCtxpvK4wu/1V25sgCFTlzvamvrWJuOe2N52Rh7wn0bc3QRho+FmJ6HpWJ/Bh17GIgab77AoEMWqOO36RBuyKD2lYmMTg1xlisHAVs1YumENsRUJCLpAmB81uW+U1KWh6H5+SCV2HZ2Rc6SEY2PP8rSuvx41oCHLA9LH1CtlXJZIXTD+u7K/FdPzoU4GpwFTg3SswhOLdSzwXmApMBX5TBe40Z0ztDLfbLokECX7FZ2BpYlmh4IQ8ZCzpLU3YIQe1vckrEbW9aa1KQBzAlfR+J00fW0iH353ApkbY5CBkILL7gtEcjA8mEv+OYb7JgY9YbKVHcm2vPoBFR1YsenwHvfKEOODjObpWyIxL4lunrr8Tie4TdK1kWK/Y6F1aVzrkTiTss+P48wAfbWeju7iz2LFNBaYCU4F3q8AQincr7SSeCkwFflMF7jZdZ7jd5nG2N+V+XnpPAlxWJfpnYLGr2fZnYNnalFUJNcKnn4HFfvZXriEFNM95N4JVifZuxIufgYVR0PRzQi4Ya2qnpCD2LkMYIiEDnB2j+R3yFYZ5m0Qw5h4Sgx5bJFj5wfiU3fEZS/J8Dv7YhA2xCAa568BMJHSt+CMF/7HtTSRoB3n348y2YxjfxZ3Fjm0qMBWYCrx7BYZQvHuJ5wJTganAL6zAncbrCtPt1kMk3vqeBPet5n+9cK0GPGTCNogBtv6eBGOdf+VvSkAWamw7MdneFGLBlibpbtCjI2nSFevVB01lrUSAhUhgI7d66kUusDHukhzBIHMGQ+N/hokfPHMB12ydXHQyYbtiPP/CW68c++pEiAPEQmGPOGF5hpy27zpAMA2X5+84/IrJCkP3Yd7HtlVIYrBxBPsY/ft7Zf8XcR3bMaNPBaYCU4HfXoEhFL/9EcwEpgJTgZ9QgTvNGZc5w+22y+1NP/szsDSzfL0pL2LT3H///t3EQfqTz8Ayf1YiIBI08CENjGu1ItubTBQgDWpyTTbQddJcL3LQx9h3UsCYuMREat5PsLqO83YMOOySIQzonlMkeJ2ZF9I6MaWHWHjM/WCvnEien0kGesVhs71kxstWcXIbt/zKj95JQXzBdmm9QnoMdg7neqjr98y2nE25i2sho04FpgJTgd9TgSEUv6fuc9WpwFTg51TgbtN1htttHmdVItN7aXuTmvlv//zzj1citJpw6zOwkIX8lWvIBM1tViQgB5z8YTod1mmSz7Y3Kc/a3qRrm2BAEhRvIkCeIgQmIOiNJNimayxyoHs+kALGOYkDq7k8wcTeMcnFPRBTPhOLwttefpMIxYREhGRk3CXPqa9SeEwNK14pD9udsPss+xrHXtLLG5VHpkUGgsfGwZjDUjmHSDzqMb9TganAH1yBIRR/8MOfW58KfOIKpKl76RaucN1uPUTirdub1Lw7jxpnb2fi70mgY2fbEo0q4769iYYfO2SisEhvaSIuOhJsvSfhVQjFHf7KtQpB024CwY90k4rY8HOqAQ6pcBPPOPbKsTD4dJ0DgWCcXFwjmORoY+cPXvZOIIjzmPuIrhzRTSDiw95O6uyx4vqKBDZ82ca0xoWL3ZjCSjzek0DR9eKznR8d2DgOUjmNV8zD+/gN5iVb90c/i41v5FRgKjAV+NAVGELxoR/PTG4qMBU4qcDdxusMt9vebXtTXriGCKjxfvVnYGmmIRBFRkIeTDhYisCv3F6VCGmgwY+uhtdNu+qX1YEQiRACGu5TH7H4JP/WdQ4YfFwH0lIYkw5w+EqGPHie4AobO/Kgy+98ZTexUD6e14FkaIyZ2FMygb/ORSjAlk1i+cnjfw8n/uC6tF4hIR/YOJznoR5+r+wddAfT8aNPBaYCU4EPV4EhFB/ukcyEpgJTgYsK3G28znC77ZJIcO3+rgTbmLCpifZqw2u3N0EoXvor12efgYUYZFWCBj66prKIhHp627uUH1uIxpN3IMilpngnBfz/ghCNJwQiPuI4GTM/dDXjIQshFF4dKV8wIR+WikfaF71Lxdqv3GBCHLDxLEwmCo87fnzrLPsabz4N10qG9fJH73LpyrkTieVDaQfXvXPcxd3JNZipwFRgKvDbKjCE4reVfi48FZgK3KzA3abrDLfbPM72plz/7D0JfJAJNc6O+c2fgXUjDqmAPPAT0qAm12OIAmf8mv4iDmDwIWNH5owvEtyOhTj0PNJDFrIqsVYjwBUZOEhsdU0TBnKUjVxLF2b5pVP/Tiw8LvsTMqE82HwGU1Lisb0JPwMdt6RSzvamR73mdyowFZgKnFZgCMVpWcY4FZgKfJAKpOF7bjpXmN1+uSrRVyS40BWRwKdG3iRDzbcl70qcbW9iq1LDvvozsMrv/9KvpQZvc6LZL91SU1krEZALiIRsa3UAfNmekAN8apIXyUDnJCdSDffyBdv90mn+jauYRS6YQ2xggi3ZfSYQwhzIhHAhCWAZgouNZ2o7vjqDOyMSgjxwJGJArrIxtO1E2lchicHGkZjH6N/fK/u/iOvYjhl9KjAVmAp8ugoMofh0j2wmPBX4IypwpzmjEGe43fYqIkFSNdHfWJFAhxRAMBo5WEQCWycTNKv9M7CM64VrGn1y9L8h4SaZ9ySwy+8vNinG4/4CthmE2IEaXDfowntVAsJQOgRAw+MnXmUzQehyx5BT1zwlEPhUgkUywMlmMpE45hs9PsUs4hAdXOkmEtGJQa88Jg/lo/7BontcMuNIcHIZE5ul8tsuv5WGCb5L6xWzE4kdx5gjeR+j69+7uOsM45kKTAWmAh+0AkMoPuiDmWlNBf7QCtxtus5wu83jO9ubIAzUW433m96TIO5nfwYWkkHzzw+kgdWJkAdN1SsR+NX8usmX7QkpwIa/y04u8KnRfoKJPVgwlWORh/Jl/ESC17lIxMkYH3U3Rtc8jJtPrrVqAX6dZV/j7pPu5Y2NSNhcOHQO4jkslXOIxKMe8zsVmApMBW5XYAjF7VINcCowFXjnCqSxe+4yV5hutx4i8dbPwDIJNfBre9N7fAZWzS58wS9Wo4c0IGnYddrPT8hEbJreavLBkgebGuKDxIctEr1jIAvxRWJLLrA1puEPATnolZNVAvyQC+vCRzdpiA97O3leHiuub22K3VuZCoMN2Nn2Jj/3+CVDDJYdm47TsVIarzk+UI/fYLsN/crecXcwHT/6VGAqMBX4tBUYQvFpH91MfCrwZSpwt/E6w+22N29vgjzo9PsTnUioyf7W35NgLP9f/D0JdP4wHVLn+ivXvD+hxvQbX2/CDp5mev8MLDb8LD+gg0PHBkGQXLoaXoiAG3nsjJEA9S/BBAC5+RYxwEeMrnPAVN4nJANc8JIhC9hCFqwrr6/P/CvG91r2xEEsOEIcguH5hXSckgn5wRgXXdeJTabl9wUwnPiD69K6gpCJsa6fhzGjf+WV/V/EQ7uL2+NmPBWYCkwFPmUFhlB8ysc2k54KfIkK3G26znC7zeOsSlCdfLkJvb90/aPbm2j6X/oMLH/lWo39gUhkDKko/T/1noRXH8QjTCLIr8OrFkhNf5EKyEJsaoTxkcuN/4lvJxl/B0tOThp88kAE4kMv3yIP8TW8SQTjwi+iULk9lt7tJhGKCXHAx3PDbsm4+bGts+xrvPk0nM/AUoQ5pgJTganA76jAEIrfUfW55lTgz64ATeGd4wy32zwOkXjr9iY18c6jxtmrDtnelNUHGl58eU8CPI0/dl66Rq9Yv3RdKxToJhYad/LgrU0qgEkDRAJd8SYSapyXLtthBaJ8i0Aw1mlSQI6civu7Ywu3iAI4iAB2SV8/GOzlC1lYxCL4yMQq3yIOZcuqg+3NT52DDbGIDdltHuta2Hzib6fURUCwc9ySSnl3e1PyPbJf/97FXWcYz1RgKjAV+MQVGELxiR/eTH0q8AkrcKfxusLs9ldtb6Lhp175exIiAS9ubwpRYHsTJEFjEwua/+/fv4csmFj07U3RQywgDcTolHrUlTO2A5Ggadd0n12BqMZ/rS6Qn7icig9pOMXg5xrJg6yYtXKBP7bCBY80OWh223T9+KQuHWzGnTjYjq/Ow1i5Y8/z95hEwmerUvdh3se2VUhisHEE+xj9+3tl/xdxHdsxo08FpgJTgS9fgSEUX/4Rzw1OBT5EBe40Z0z0DLfbLokECdjepEbeMZFqtN/09SYIxdn2JsgB5AJ/yANjGmy2MWEHA1PAxri2N61Vib6tSf61ElH6Ihe6JZMCZAhDZPepWQ4Z8ApDMJH4d4ziad4XAYEYMF9wTZp0FA68Y/CX7tWIXa/4EAewPBOIhmXGJbGtU9c/W5GwXy5BX7e9qWJ2IuE8/GyHL7DZzoZ3cWexY5sKTAWmAl+qAkMovtTjnJuZCny4Ctxtus5wu83jbG/KneZdiTvvSYBRw55VBku2N2HL35Og4VUT/mR7E1ub8AkLWfAL12pUTRZonvNuBKsSeTdCOJMKzdU4SAT7miANOty4K4cbdhp//IzJq5hbBII4YiI1F4+Jr9yW2DcM92PyAY57SAx6bJH4dB5IBPHdJp1nZIzikB5LD7Ho42CRPgt3RSa8vKFrguW4JZVziMSjXvM7FZgKTAXerQJDKN6ttJN4KvDHVyAN33OFuMJ0u/UQibe+J8EkrshEbU0ykejbmyAPNLD1x+lCJvir10tvKxRg/X4EhKHrkAeaeZ3wiQOpwI5N02P1wr5uU0NsXyQ+9Ej0+JC67vIFg438wTK3zdbJRScTtivO91Y5rFeOfXUixMFkInHC8gw5ba9xCIdgp+9JCP4v0WDQ8sR3KZXSeMWAydH/XcWGvLK/FtPxo08FpgJTgT+mAkMo/phHPTc6FfhlFbjTnDGZM9xuu9ze1FckSNa3N915TwJykVUJiMNzn4FVY24CEfJQBMQrEdEhDWpevRLB8kPXFW8igaTJD6nQtA/kAJAaYTf/+DjBY0tcYiJ1nQMGbM6OAYedeZU0+ZC+SAN4nTT6YJHWiSk9xMLjYConPp6fSQZ6xWGzvWTGy1Zxcj8IRKTyg7lLJIAmJDHYcjhXBiXPbBvEw7u4s9ixTQWmAlOBL1+BIRRf/hHPDU4FflkF7jZdZ7jd5nFWJXIHr9neBMGANKgRX+fZ9ibIxNl7EjS5+DhZkdBhnSY525vwNb1/yQlOYRIBRsedz8C6sX+OQKgOB5KhuZgkYNf87ENiTx70+LmH5jOxKLzt5TeJUExIREhGxl3ynEwgCu+xrmEpm1Ietjth91n2NY69YiRefE/CGH50kIeLDZGgEHNMBaYCU4FfXIEhFL+44HO5qcAXrICbuRv3dYXrdushEm/d3qQm3nlCJq4+A3tnexOrErUKcfhDdTAG3XNWJNyEQx4gErLT0JtIqMldOk0+Rvyc5bNUE+4GP/bKsWNCHPxZ2JAFYb3yQb7Y0DPGJt2kofJ3ArF8NYfgstJgAhEf12ondfZY+fuKBDZ8eR9ijQsXuzGFlVgExM+v23HqOLUr593tTYl/ZLv+vYu7zjCeqcBUYCrwB1VgCMUf9LDnVqcC71CBO43XFWa3v2p7E2SB+7mzvalvbSLuue1NZ+Rh3+oEaYAwQBB2XaQitgORUNNLU71WDohl5QKbfFlVMKnAJxv/+7z8wcRWmJWP/MEUgVhbmvo1pHse4BvROOjBQCJCJISn3geSoTFmMKdkAn+di1CALZvE8pPHz/PEH1yX1itkX5VwHgDbcWXvsDuYjh99KjAVmApMBVSBIRTzz2AqMBV4SwXuNl5nuN12SSSY2K/4DCxNLKsLnJCHjCW9pQm7Gvhsb/L2pfqS063PwBbpOBAI3doiAyEH2NQkLxLBWHOwLZhIcMEWxqQgOfAx/+DRYyuMiYV0pH3Ru1SM/RUf4hCC4FoVXtDDKgXP2WfZ1zh2pA6JtZJhnTGKjl3aVjE7keh49BzJkfGVvIu7ih/7VGAqMBX4YyswhOKPffRz41OBN1XgbtN1htttHmd7U2bz0nsS4LIq0T8Di13N8ze2N/EXrrMqoUb49DOw2Pl6U5EFMCYTjGme824EKxZFHrK9iYbfOisMbGFSjFcl1Oh6TBPPGb/wp6Qg9i6JI08kOmfHaH47JmRhERDuITHo5OgyfmFCKHzfjIVdevdL55nhD7HwuOzdhh0YNp/BlJT4189Ah/89vCSVcoiEyzU/U4GpwFTg41RgCMXHeRYzk6nAR69AGr7n5nmF6XbrIRJvfU+CSaiRXy9cqwEPmbAtRKG/JwFGJy9Z+7+sQxZqbDsx2d6ETtPN6oJ0N+PRkfgUayKhqfiTr/FDJLCRWw3wIhfYGHdJjmCQOYPRdRa5CLbnkM5cTCQSE5vGIRXGxF6y+3w/3FPzdeIAVq4XtzcFd0YklMKkgTz+N6DrIfNv40o6rkJ2MpEYMP24sr8W0/GjTwWmAlOBqcBFBYZQXBRmzFOBqcCqwJ3mDPAZbrddbm/62Z+BpVnl602sVqgRN2H4/v27JeNOHiAWzJ+VCOw07iENjGu1ItubTBQgDWpyTTbOViJkS8MecnEgDlyDOF3X9kjIAT7lXhKds2PAcf2SJhTSTWC6TzGZB9I6uNJNJKKTD73yIHl+2CwrDr3bM44kThBjYrNUfmQnBfEH36X1Cukx2Dmc66Gu3zPbcjblLq6FjDoVmApMBaYCVxUYQnFVmbFPBaYCd5uuM9xu8zirEintS9ub1Mx/++eff7wSoab/1mdgIQv//e9/TSIgEzTFWZGAHHBefQa2b29SnvVXrmU3wYAkKN5EgDxFCExA0BtJsE3N8CIFuucDKWC8EwfN9QmGHNiDRa9cizyUz+PCc98hHCYRilkkgvhtvEgDduU4jGXj+dkm35OtTfjLDu7sNEBz8r+DwkgsLDrHwa+cQyQedZnfqcBUYCrwoSswhOJDP56Z3FTgt1QgTd1LF7/Cdbv1EIm3bm9S8+48apxZYfDWJiR2SACNKuO+vYmGHztkorDIvCfhlYq+vanek/AqhOLWVidWKlQIGnoTCH6km1TEhp9TDbAbfzAZd0lcMMicwei6zsM42NiCrbHzN18nECES3qalOPuU00RBMcRiC3HwGJtO6uyx4jpxiC/vQ6xx4WInPqfUB9FA0fUOdmw6sHEcpHIar5iH9/EbzEu27o9+FhvfyKnAVGAqMBX4wQoMofjBAk74VOCLVeBu43WG223vtr0pL1xDGtR4v/ozsDTTEIgiIyEPJhwsReBXbq9KhDTQ4EdXw+umXc9+Nf74xSPyX/5NDLCBbT6PicOu6/zdMWXzSkPDeIWifL6u4hJPYx8y00nFQRfGJIE47k25OGxDYhOG5xfS0cmE7eVHP4wVG5tc9nnMBTCc+IPr0nqFJAYbh/M81MPvlb2D7mA6fvSpwFRgKjAVeEMFhlC8oWgTMhX4ghW423id4XbbJZGgbv1dCTX0jlVT7dWG125vglC89Feuzz4Dq+t561N/N6JWKBaRgByQv0tNf718fUYSGjlwHHg1yTT8/G/tE5JRvhCCkAQTF3xqxnefV0fKZ+JRZMBEo64RokCs9S4Vaxtx0kMcFqEoAuBx8/Oc1ln2Nd58Gr7uM7AOmO1NlGGOqcBUYCrwKSswhOJTPraZ9FTgp1XADf2NbGe43eZxtjcl59l7EvggExAJ9N/8GVia50UeYAJZnVDjzKqDm/gQCMbg8TUCEeKwJBjOHUMcZ3IgIQ4tn4kCY+zxSea6WX3At0hF/MoHDntWHg5681P7YEMsYkN2m8fKic0n/nZKPbxH4TE/OsBxnEqlnO1Nj/rM71RgKjAV+LQVGELxaR/dTHwq8MMVSIP3XKIrzG6/XJXoKxJc6IpI4FMjb5IB0eCsvylhndUCbP09icK9+jOwijNJ4P2ITfc2J01lrURALsQh/F/7hV2Nf9mekIOOUbNsP5KcSDXkpySj+UMSEtPHO6kIuejkwUQDgsGpa8YndenkybgTB9vx1XkYQyaaT+oDRyIGzR/fmbStQhKDjWP/d/WwXtvjfy62Y0afCkwFpgJTgXeowBCKdyjqpJwKfPAKXDVt+7TPcLvtVUSCC6jh/saKBDoEAoJxRiSw9XclaFb7Z2AZ1wvXJhrC978h4SaZbUzYIQ0wBcWsrU66vFclzCDEDtTg0vB7dUJDDpMKJPFIYsAhd+LAeMeA1TWfYOtaKx8YTq4fX9kWmcCHTddepCK67Nh8dp0Y7Ngqnrpjs5T9MC47tnUq7mxFwn65BH3d9qaK2YmE8/CzHb7AZjsb3sWdxY5tKjAVmApMBX6wAkMofrCAEz4V+EQVuNt0neF2m8d3tjf96HsSatR/+mdgIRk0//xIN6dAYtPz9OoFuppfN/myPSEF2PB3uZMMNexPMMRgDxa9cizyUL6Mn0jwOheJOBkv0gBO1zyMZeP5ceILYQjGvtiLdAQf+dxnYJXWuZ9I5RwiQVXmmApMBaYCX6wCQyi+2AOd25kKXFSARvCl4wrT7dZDJN76GVgmogZ+bW9iaxPEAZsICP9F3eO+vUk+2+9+BlY54AtehUAXa1jkgYZdp/38hEzEpumtJh8sebCpIT5IfNgi0TtG112+YLAlF9ga08yvVYquV06vTnAfGlsXJjqx2EIcPBYuW5n2Mc+QE/sTMlFxsQcr6IOE4Geg6+2+YJ5IQsDrxJfDeTJo8sreIIuwdNvoU4GpwFRgKvCbKjCE4jcVfi47FfhFFbjTnDGVM9xue/P2JoiCTr8/ga7mep39PQns8v8FkUA/+yvXIRz9b0jQTO+fgcWmHIetTixFYIMgSC5dDS9EgAb7QAAAYstJDFgkObAzjtQ1D/GV9wkGHD7mWHKRifLlupbgYkfX9Xx2XXlsQxae5xfSEXKBzfaSGS+bYtE5uk9pX0UkHF8hIR9OWj+5xku27o9+FhvfyKnAVGAqMBX4DRUYQvEbij6XnAr8ggrcbbrOcLvN46xKMPd8uQm9v3T9o9ubIBMvfQaWv3INKQBL41yffvW46f9B1/TWqgQEgJgu5V+k4oQkeOuTmuJTAkFsxYdk/A02dumLLISIaL6LfOBnHF/Dd/IAfhGFyu1x7E3ynFyTsmVsKZsusVYtsK2z7Gu8+TRcKxnWyx8dyUE8h6VyDpF41GN+pwJTganAl6/AEIov/4jnBv+wCqSpe+m2z3C7zeMQibdub1IT7zxqnL3qkO1NWX3gv4jj++9//0sD721PRRb80jV6xfql61qhQDex0LiTB29t0s3nhWua70Ua1OQuXTn9DgV+zvIdpGwmBcFULhMH4onJmRxIiAJ2SV8/GOzlM2momBAI44X1OLHCLEJRtqw67MSCOgfbVySw4cs2pjXWtWxTXvuDk+TAnRiPbS3CgP9srJC725sSX2kuxV3cZYJxTAWmAlOBqcD7VmAIxfvWd7JPBX5lBe40XleY3f6q7U00/Nxo/p6ESMCL25tCFPp7EiEO379/D1mguf7WtzdFD7Hg3QjFeTVh13UNdjnZB4bVCUk3+5qu7WqAbcMnW3xp/Bc+ceA5g9X8rjAhBiEXiVkrF8yh8oRUdGlyQH5dD7vP6IqT+rBXnoxPyQT44EoPWcCe52+dRLJlhaH7MO9j2yokMdg4gn2M/v29sv+LuI7tmNGnAlOBqcBU4ANUYAjFB3gIM4WpwA9W4E5zxiXOcLvtkkiQgO1N2dYUqUbbqwo/669c0/iLCPhdipAHxjTUbGMqInJ4N6K2N61Vib6tCVIBk9D08fvdB64BBpsaYcsQhsjuCwb5DIFY+cAw3+RIHLbSI4nxigNYdGTFmlAIb9lwIRYhDvh5jtgtMy6JbZ3KtxOJ7hN0rWRYr9joXVpXOuROJOyz4/jzAB9tZ6O7uLPYsU0FpgJTganAL67AEIpfXPC53FTgJ1bgbtN1htttHmd7U+aYdyXuvCcBhsZfDfk62d6ELX9PgoYX/769iS834ROWVQOvSNBIM6a5zrsRrErk3QjhTCo0V+MgCLAExXhVQvEhC16JwF82N+2K9zhSeYJfMr5IzWX5yJUY7BuGea9VDu6hYUMmlgTLfeTk3jcbz+fg19g2YUMsgkHuOjATCeWNP1LwH9veRIJ2kHc/zmw7hvFd3Fns2KYCU4GpwFTgN1VgCMVvKvxcdirwgxW403hdYbrdeojEW9+T4F4gDmqq1xkyUVuTbO/bm4os5I/ThUzwV6+X3lYoTCzYvgRhoEGPvm9p6qSCJh8ioelldWKRC2zqsRcpYBxSEIm/Y2jy44usxt84sMxts3VysUiEsLaXDOHwfVaOrFyYSAgX4sCYYbA8Q07bd73i9lUJwRyD2/8GdM3kie9M2lYh+6qE8wDYjit7h93BdPzoU4GpwFRgKvCBKjCE4gM9jJnKVOBGBe42Xme43Xa5vamvSDCnvr3pznsSkIusSkAcnvsMrBpzE4iQhyIgXomIDmmgySaXdDft0RUPh6DRX2QBg6btJj+NPzY1wiYQ+DjjQ8p9IBdgIQYdgy1n8oPhLHwIQ2yLNNQ1My+kde6rdN9jdOWzHT+6JM9v6RWHzfaSGS9bxcn9IBCRygmmk4LEYravSdsqpMdg5wj+MXr8ntm6P/pdXPAjpwJTganAVOCDVWAIxQd7IDOdqcBFBe42XWe43eZxViVyvddsb4JgQBrUbK8zKxIhEjSyNP13PgNLwwyWJjnbmxg3vX/JCU4BP/A7E13qXkwssG0kwY19JwdgwOvapyRDc1m+YJDYkwc9ObiH5jOxKLzt5TeJUExIBPHRd8lzMoEojMe6hqVsSrlWLbCts+xr3H3SHVh5PORHR/CP0WMcOzFDJFKZkVOBqcBUYCpwqMAQikM5ZjAV+HAVoMm7c1zhut16iMRbtzdBJJhQyMTVZ2DvbG9iVaJWIQ5fcoIx6BJZkXATDsGASMi+SIOa3KUXgbAfTPkOKwexV44dEwLhz8KGLAjrlQ/yxYaeMTbpJg2VvxOI5RMuqwu+t4oxiYiPa7WTOnssbLY7xYbMNiYwHhcudtvKJ/EgICi6Xny286MDG8dBKqfxinl4H7/BvGTr/uhnsfGNnApMBaYCU4FPWIEhFJ/woc2U/5gK3Gm8rjC7/VXbmyALVPnO9qasSNDwE/fc9qYz8rBvdYI0KI+b+F3XNWQ6/QwsTfVaOShysVYP1AybeKg5Dob/7Vt+7GBiI75hTQqCARdd0tfNWPEZd1Jx0INRHuwmGYqn3iEc5ODEDOaUTOCv01h0sGWTWH7y+Hme+IPr0nqFhHxg43Ceh3r4vbJ30B1Mx48+FZgKTAWmAp+kAkMoPsmDmmn+URW423id4XbbJZGgor/iM7A0sZANTshDxpLe0lREJNubvI2pvuRkHQLRtzVBKjBo+n7ROgQDDDY1wpY7Kei+YDSHA3FIDP4NY1KQHPiYf/DosRXG85OOtC96l4qxv+JDHLDxHF2rwgt6WKXA77Psaxw7UofEIhrWGaPo2OWyEac5xW9ww2e88N1woe+5LmBjngpMBaYCU4HPWIEhFJ/xqc2cv2oF7jZdZ7jd5nG2N6VgL70nAS6rEv0zsNjVPH9je5NWJP7KqgRNJ/b9M7DY+RRskQUwJhOMaZ7zbgQrFkUesr0JMmAdggBxgEBAGtTkekwTzxm/8KekIPYuiSNPJDpnx2h+OyZkwasY4LmHxKDHFhm/MCEUvm/Gwiy9+6XzzPCHWHhc9m7DDswrErqWx8FJciz/Y/iEPBDDcZAKmu1Nj7rM71RgKjAVmAq8ogJDKF5RrIFOBd6xAmnsnrvEFabbrYdIvPU9CSahRn69cK0GPGTCthCF/p4EGJ189tX/ZR2yUGPbicn2JnSaboiCdDfo0ZH4FCv18c4EGHQkRELTO2xhik0N8YEckANbJHrH6DrL1zHkLyxzMZHYbRqHVBgjfJfd5/vhngoTkhGSwFiuF7c3BXdGJJTC5IA8/jeg6yHzb+NKOq5C9lWJxIDpx5X9tZiOH30qMBWYCkwFPnEFhlB84oc3U/8SFbjTnHGjZ7jddrm96Wd/BpZmla83sVqhRtyE4fv375aMIQwhDxAL5s9KBHYad8gBDTbjWq3I9iYTBQiCmtxFIDQmxyIHfYw9ZKBLciQmUtd8gtV1npAMcFy/pAkF8wXbfcqbeSGtgyvd9xidfOiVB8nzw2ZZcejdnnEkcYIYE5ul8tteeTsmepfWK2YnEjuOMYcv8FCf/b2LezbJOKcCU4GpwFTg81RgCMXneVYz069VgbtN1xlut3mcVYmU6aXtTWrmv/3zzz9eiVDTf+szsJCFbG+CTNC8ZkUCcsDJH6ajeUanST7b3qQ8/nsSmitfeTLBgCQoxisQxBYhMAFBhyx0m66xyIHyHEgB404uwGouTzCxBwumci3yUD6PC899hXCYRHAf7SRHHy/SgF05DmPZeH62yZdVC2zrLPsad590L29oTvg5uoy+24kZIuFyzc9UYCowFZgK/GgFhlD8aAUnfirwugr0Bu+5yCtct1sPkXjr9iY1786jxpkVBm9tQmJndYFGlXHf3kTDjx0yUVhk3pPwSkVWKMDWexJehVDc2urESoWKQPNvAsGPdBOH2PBzqgEOqXAM49grx8LgyxmMrmt8x8YWbI2dv/k6gQiRgKCYHCRGOcARa8kYvZ3U2WP5duKA3VuZCgMW2Nn2Jj+v+CVDDJYdm47TsVIar7k+UI/fYLsN/crecXcwHT/6VGAqMBWYCnyxCgyh+GIPdG7nQ1fgbuN1httt77a9KS9cQwTU1L/6M7A01RCIIiMhDyYcLEXgV26vSoQ0QCKiq+F1064neVhlyOoE9gufSQQ+cug6f5MXPZJrM26YtXIhn69b0vPMtRTTScVBF8YkgbjKL/iDTFScyQK4Gp+SCfl5xpzBh2Dk2cdPftt0vdgUtpr/jsfOkZCQj4f135iMI5Mj4yt5F3cVP/apwFRgKjAV+AIVGELxBR7i3MKHr8DdpusMt9suiQRV6O9KsI0Jm5pprza8dnsThOKlv3J99hlYiEFWJWjko2sqi0hADrB3KT+2EI1sb1okIaSA/MSBV5eM5H/HnpCM8i0cY5p+4qMnR429OhI9sjA0+eQyecAXvUvZ7Q+xQJafZwERsZQu6JNVCnyxW2fcTzk1XCsZ1ssfvculE1fXxpbDyTIoeWbbIB7exZ3Fjm0qMBWYCkwFvlgFhlB8sQc6t/OhKnC36TrD7TaPs70pd3n2ngQ+yIQaZ8f85s/AuhEPeYAJhDSoyYU0uImHLEj1WNM/rCrgAxs7Mmd8keB2rBrpns9kAgz2+CQ9T9mz+pDVBsv4dV0ThMI90Zuf2sffVySw4es2j5XTKxK6lsfBSXLgzoqFx7Y+cl2OFXJ3exPXvHPcxd3JNZipwFRgKjAV+CIVGELxRR7k3MaHq8CdxusKs9svVyX6igQVuCIS+NTIm2So+basvylhnYYfe39PonCv/gys4kwStNSA7LpXHzSVtRIBuYBIyGacGmBvTyrbE3KgfJ0cWCeGnEgIwhmm+ffViT6m2SdPSEWXIQeLYEAyCmuS0PQ+7sTBdl2D58t5GG9EQu4HTnn976H54zuTtlXIviqx/7sCy3Flf3gfv3cwHT/6VGAqMBWYCvxBFRhC8Qc97LnVX1KBu43XGW63vYpIcHdqpr+xIoEOgYBgnBEJbP1dCZrV/hlYxvXCNY0+OdZnYImV3+9JYJffX2zCxri/gG0GIXagBteNuvxehYAwlO4tSDuB2EkB4x1DTl3zlEDgUwkWyQAnW+bhOOabHPjAKIYm39jo4EoHs3RisFceJHXHZrmPy45vncqRVYdli18uqa/b3lQxO5FwHn62wxfYbGfDu7iz2LFNBaYCU4GpwB9QgSEUf8BDnlv8JRW423Sd4Xabx3e2N/3oexKQhZ/9GVhIBc0/P5AGVipCHvQkvBKBX81vGvcnpEA4+7vcSYYa9icYcmIPFr1yLPJQvoyfSPA6F3E4GS/SAE7XPIxl4/lx4gthCMa+2It0BB/p/U3lUxrnelEq5xAJqjTHVGAqMBWYCvzyCgyh+OUlnwt+wQrQCL50XGG63XqIxFs/A8tE1MCv7U1sbYI4YBMB8X9JZ9y3N8ln+93PwKrZhS/4xWr0kAYkDbtO+/kJmYhN01tNPljyYFNDfJD4sEWid4yuu3zBYEsusDWmmbcu20GvnNw7fpODxIDFpljLivVYerYy7WOeISf2J2Si4mIPVtAHCcHPQNfdfcE8kYSA14kvh/Nk0OSVvUEWgem20acCU4GpwFRgKnBZgSEUl6UZx1TgxQrcac5IcobbbW/e3gRR0On3J9DVXK+zvyeBXf6/IBLoZ3/lOoSj/w0Jmur9M7DYlOOw1YmlCGwQBMmlq+GFCNBgHwgAQGw5iQGLJAd2xpG65iG+8j7BgMPHHEsuMlG+XNcSXOzoup7PriuPbcjC8/xCQEIusNleMuNlUyw6R/cp7auIhOMrJOTDSesn13jJ1v3Rz2LjGzkVmApMBaYCU4HTCgyhOC3LGKcCz1bgbtN1htttHmdVgqvmy03o/aXrH93eBJl46TOw/JVrSAFYGmeIRMZN/0+9J7G2NEEAiOlS01+k4oQkeCVDTfEpgSC24kMy/gYbu/RFFsiNT/Nd5AM/4/gavpMH8IsoVO5FKOIryXNyTbax7bLpEmvVAts6y77Gm0/DtZJhvfzRkRzEc1gq5xCJRz3mdyowFZgKTAU+QAWGUHyAhzBT+DQVSFP30oTPcLvN4xCJt25vUhPvPGqcveqQ7U1ZfeC/iOPLexLgiyz4pWv0ivVL17VCgW5ioXEnD97apJs3eWB7E7riTSTU5C5dNr9DgZ+zfAcpm0lBMJXLxIF4YnImBxKigF3S1w8Ge/lMGiomBMJ4YT1OrDCLUJQtqw47saDOwfYVCWz4so1pjXUt25TX/uAkOXAnxmNbizDgPxsr5O72psRXmktxF3eZYBxTganAVGAqMBUYQjH/BqYC9ypwp/G6wuz2V21vouFnivl7EiIBL25vClHo70mQR+df379/D1mguf7WtzdFD7GodyK8mrDruoZMx3cmQgQ03WdXIHTdA7lInBpm2xUf0rBWGTZMiMHCVcxauWAOsdX1Qi6QJgfNbpuuH5/UpZsk1PiUTOg6PKNFJhgrN7acUh86iRk0f3xn0rYKSQw2Dud5qIffK3sH3cF0/OhTganAVGAqMBW4rMAQisvSjGMq4ArcbbzOcLvtkkhwJbY3ZVtTpJpov0z9s/7KtfKxTcmrFCEPjGmw2cZUROTwbkRtb1qrEn1bhwnj/AAAQABJREFUE6SC5QlNH7/ffeAaYLCpEbYMGYjsvmCQNPjBRGLfMcw3ORKHrfRIb2mSzVjhLSsW3asRZV965QlxAMdzhGhYZlwS2zp1rZ1IdJ+gi2hYr9joXVpXOuROJOyz4/jzAB9tZ6O7uLPYsU0FpgJTganAVOBJBYZQPCnJGKYCrsDdpusMt9s8zvam1DfvStx5TwIMjb+a7HWyvQlb/p4EDS/+fXsTX27CJ6y3N0EkaLIZ0zzn3QhWJfJuhPKYVGiuxkEQYAmK8aqE4tPkeyUCf9nctIcMRCpP8EvGF6m5LB+5EoN9wzDvbG/yVqaGDZlYEiz3kZN732w8n4NfY9uEDbEIBrnrwEwklDf+SMF/bHsTCdpB3v04s+0YxndxZ7FjmwpMBaYCU4GpwGUFhlBclmYcf3AF7jReV5hutx4i8db3JHgOEAc11esMmaitSbb37U1FFvLH6UIm+KvXS28rFCYWbF+CMKgp9rsSIQ808zrhEwdSgR2bppfViUUusKnHXqSAMXhskegdQ5MfX2Q1/saBZW6brZOLRSKEtb2kSU70ymFSpXmZSMgX4sCYoWsiLM+Q0/Zdr7h9VUIwx+D2v4GWJ74zaVuF7KsSzgNgO67sHXYH0/GjTwWmAlOBqcBU4FUVGELxqnIN+ItX4G7jdYbbbZfbm/qKBPXs25vuvCcBuciqBMThuc/AqjE3gQh5KALilYjoEAmabHKx/NB1xZtIIGnyQyo07QM5AKRG2AQCHyd4bIlLTKSuc8CAzdkx4LAzr5Lo2BZpAK9zEYfoxJTue4xOLHrlRPL8TDLQKw6b7SUzXraKk/tBICKVH0wnBYnFbF+TtlVIj8HOEfxj9Pg9s3V/9Lu44EdOBaYCU4GpwFTg1RUYQvHqkk3AF6zA3abrDLfbPM6qRGr1mu1NEAxIgxrxdWZFIkSCRhYCcOczsDTPYGmSs72JcdP7l5zgFCYRYHT43Qmk7gUCYNtGEsh9IAfB69qnJAN8fF32POhcE7/Ofg0TC+zC2F5+EwrFhESEZGTcJc/JBKLwHiufpWxKuVYtsK2z7GvcfdIdWHk85EdH8I/RYxw7MUMkUpmRU4GpwFRgKvDpKjCE4tM9spnwT6wATd6d4wrX7dZDJN66vUlNvPOETFx9BvbO9iZWJWoV4vAlJxiDbjorEm7CIQ8QCdkXaVCTu/QiEPaDKZ8lTT3j2CvHjvFYPn8WVjHGa+yVD+JjQ88Ym3SThsrfCcTy1RyCy0qDCUR8XKud1Nlj5e8rEtjwZRvTGhcudmMKK/EgICi6Xny286MDG8dBKqfxinl4H7/BvGTr/uhnsfGNnApMBaYCU4GpwLtUYAjFu5R1kn6CCtxpvK4wu/1V25sgC9TnzvamrEjQ8BP33PamM/Kwb3WCNCiPm/hd1zVkOv0MLE315QqEmmETDzXHwfC/K4tgYAcTG+SkYU0KggEXXdLXzVjxGXdScdCDUR7sJhaKp94HkqExZjCnZAJ/nYtQgC2bxPKTx8/zxB9cl9YrJOQDG4fzPNTD75W9g+5gOn70qcBUYCowFZgK/LQKDKH4aaWcRJ+kAncbrzPcbrskEtTiV3wGliYWssEJechY0luaiohke5O3L9WXnKxDINieBK6kDZo+tkUw8GFTI2y5k4LuC0ZzOBCHxODfMCYFyYGP+QePHlthTCykI+2L3qVi7K/4EIcQBNeq8IIeVil4zj7LvsaxI3VIrJUM64xRdOxy2YjTnOI3uOEzXvhuuND3XBewMU8FpgJTganAVOB9KjCE4n3qOlk/XgXuNl1nuN3mcbY35VZfek8CXFYl+mdgsat5/sb2Jq1I/JVVCZpO7PtnYLHzKdgiC2BMJhjTPOfdCFYsijxkexNkwDoEAQYR0qAm12OaeM74hT8lBbF3SRx5ItE5O0bz2zEhC17FAM89JAY9tsj4hQmh8H0zFmbp3S+dZ4Y/xMLjsncbdmDYfAZTUuJfPwMd/vfwklTK2d7kcs3PVGAqMBWYCny1Cgyh+GpPdO7nrAJp+M58sV1hut16iMRb35Pggmrk1wvXasBDJmwLUejvSYDRyWdf/V/WIQs1tp2YbG9Cp+lm9UG6G/ToSHyK9eqDprJWIsBCJLCRWw3wIhfYGHdJjmCQOYPRdRa5CLbnkM5cTCQSE5vGIRXGxF6y+3w/3FPzdeIAVq4XtzcFd0YklMKkgTz+N6DrIfNv40o6rkL2VYnEgOnHlf21mI4ffSowFZgKTAWmAu9agSEU71reSf6bK3CnOWOKZ7jddrm96Wd/BpZmla83sVqhRtyE4fv375aMO3mAWDB/ViKw07iHNDCu1YpsbzJRgDSoyTXZOFuJkC0Ne8jFgThwDeJ0XdsjIQf4lHtJdM6OAcf1S5pQSDeB6T7FZB5I6+BKN5GITj70yoPk+WGzrDj0bs84kjhBjInNUvltr7wdE71L6xWzE4kdx5jDF3ioz/7exT2bZJxTganAVGAqMBX4mRUYQvEzqzm5PkoF7jZdZ7jd5nFWJXKDL21vUjP/7Z9//vFKhJr+W5+BhSxkexNkguY1KxKQA07+MB3NMzpN8tn2JuXx35PQXPnKkwkGJEExJgLEFiEwAUFvJME2XWORAuU5kALGO3HQXJ5gyIE9WPTKtchD+TwuPPcVwmESwX20kxx9vEgDdmojyTMLJrpch+1O2H2WfY1jL+nlDc0JP0eX0Xc7MUMkXK75mQpMBaYCU4E/oQJDKP6Ep/zn3GNv8J676ytct1sPkXjr9iY1786jxpkVBm9tQmJndYFGlXHf3kTDjx0yUVhk3pPwSkXf3lTvSXgVQnFrqxMrFSoCDb0JBD/STSpiw8+pBtiNP5iMuyQuGGTOYHRd52EcbGzB1tj5m68TiBAJb9NSnH3KaaKgGJMEJD7s7aTOHsu3vxOBPe9DWGdcuNiJzyn14UfR9Q52bDqwcRykchqvmIf38RtMt6Ff2TvuDqbjR58KTAWmAlOBqcAvr8AQil9e8rngO1XgbuN1httt77a9KS9cQxrUeL/6M7A00xCIIiMhDyYcLEXgV26vSoQ00OBHV8Prpl3PYDX++MUj8l/+TQywgW0+j4nDruv83TFl80pDw3iFony+ruIST2MfMtNJxUEXxiSBOO5NuThsQ2IThucX0nFKJgpjXHTFMs6zj+4LyH6XSAAlBpkY6/pJ7owjr+zxR97FBT9yKjAVmApMBaYCv6UCQyh+S9nnoj+xAnebrjPcbrskEsy3vyvBNiZsaqq92vDa7U0Qipf+yvXZZ2B1PW936u9G1ArFIhKQA/J3qamul6/PSEIjB44DryaZhp//jXhCMsoXQhCSYOKCDwKQHDX26kj0yMKEXIQoEGu9S8XYFmJRZAIbzwJyYcmYo/zY1ln2Nd58Gq6VDOvlj97l0pVzJxLLh9IOrnvnuIu7k2swU4GpwFRgKjAVePcKDKF49xLPBd6pAnebrjPcbvM425sy37P3JPBBJiAS6L/5M7A004s8wASyOqEml1UHN/EhEIzB42sEIsRhSTCcO4Y4zuRAqmnv+bxCAQZ7fNXYg8vqAz5jkfErnwlD4Z7ozU/t4+/EARu+bvNYObH5DKakxCIgfqbdjlPHqV0p725vSvwj2/XvXdx1hvFMBaYCU4GpwFTgN1RgCMVvKPpc8ocrcKfxusLs9stVib4iwYyviAQ+NfImGRANzvqbEtZZLcDW35Mo3Ks/A6s4kwTej9h0b3PSVNZKBORCHML/tV/Y1fiX7Qk56Bg1y/YjyYlUQ35KMpo/JCExfUyzT56Qii5DDkw0QjIKa5LQ9D7uxMF2XYPny3kYQyaaT+oDp7z+99D88Z1J2ypkX5VwHgDbcWXvsDuYjh99KjAVmApMBaYCH6oCQyg+1OOYybxQgbuN1xlut72KSDAvNdzfWJFAh0BAMM6IBLb+rgTNav8MLON64dpEQ/j+NyTcJLONCTukAaagmLXVSZf3qoQZhNiBGlw36sJ7VQLCULq3IO0EYicOjHcMOXXNUwKBjzkEA0565uE45hs/PjCKock3Njq40rNS4TEx2CsPkrpjs9zHZce3TuU4W5GwXy5BX7e9qWJ2IuE8/GyHL7DZzoZ3cWexY5sKTAWmAlOBqcCHqMAQig/xGGYSL1TgbtN1htttHt/Z3vSj70lAQH72Z2AhGTT//EAadFhiUw29eoGu5jeN+xNSIJz9Xe4kQw37Eww5sQeLXjkWeShfxk8keJ2LRJyMF2kAp2sexr 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class="cloud-copy"> <div class="cloud-grid--alternate cloud-copy__inner cloud-copy--three-column"> <div class="cloud-grid--alternate cloud-grid__col is-12 "> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <div class="cloud-copy__icon-row"> <div class="cloud-copy__icon-content--large"> <img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/insights-from-customers.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/insights-from-customers_2x.png 2x" alt="Insights From Customers"/> </div> </div> <h4 class="cloud-headline4" id="insights-from-customers" data-text="Insights from customers">Insights from customers</h4> <p> Use entity analysis to find and label fields within a document — including emails, chat, and social media — and then sentiment analysis to understand customer opinions to find actionable product and UX insights. </p> </div> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <div class="cloud-copy__icon-row"> <div class="cloud-copy__icon-content--large"> <img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/multimedia-multilingual-support.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/multimedia-multilingual-support_2x.png 2x" alt="Multimedia Multilingual Support"/> </div> </div> <h4 class="cloud-headline4" id="multimedia-and-multilingual-support" data-text="Multimedia and multilingual support">Multimedia and multilingual support</h4> <p> Combine Natural Language with our <a href="/web/20210119030434/https://cloud.google.com/speech" class="cloud-link">Speech-to-Text API</a> to extract insights from audio conversations. Use it with optical character recognition (OCR) in our <a href="/web/20210119030434/https://cloud.google.com/vision" class="cloud-link">Vision API</a> to understand scanned documents. Extract entities and understand sentiments in multiple languages with our <a href="/web/20210119030434/https://cloud.google.com/translate" class="cloud-link">Translation API</a>. </p> </div> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <div class="cloud-copy__icon-row"> <div class="cloud-copy__icon-content--large"> <img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/extract-key-document.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/extract-key-document_2x.png 2x" alt="Extract Key Document"/> </div> </div> <h4 class="cloud-headline4" id="extract-key-document-entities-that-matter" data-text="Extract key document entities that matter">Extract key document entities that matter</h4> <p> Use custom entity extraction to identify domain-specific entities within documents — many of which don’t appear in standard language models — without having to spend time or money on manual analysis. </p> </div> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <div class="cloud-copy__icon-row"> <div class="cloud-copy__icon-content--large"> <img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/receipt-and-invoice.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/receipt-and-invoice.png 2x" alt="Receipt and Invoice"/> </div> </div> <h4 class="cloud-headline4" id="receipt-and-invoice-understanding" data-text="Receipt and invoice understanding">Receipt and invoice understanding</h4> <p> Entity extraction can identify common entries in receipts and invoices — dates, phone numbers, companies, prices, and so on — to help you understand the relationships between a request and proof of payment. It even validates addresses with Google Maps. </p> </div> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <div class="cloud-copy__icon-row"> <div class="cloud-copy__icon-content--large"> <img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/content-classification.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/content-classification_2x.png 2x" alt="Content Classification"/> </div> </div> <h4 class="cloud-headline4" id="content-classification-relationship-graphs" data-text="Content classification relationship graphs">Content classification relationship graphs</h4> <p> Classify documents by common entities, domain-specific customized entities, or 700+ general categories, like sports and entertainment. Syntax analysis can help you build relationship graphs of the entities extracted from news or Wikipedia articles. </p> </div> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <div class="cloud-copy__icon-row"> <div class="cloud-copy__icon-content--large"> <img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/google-deep-learning.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/google-deep-learning_2x.png 2x" alt="Google Deep Learning"/> </div> </div> <h4 class="cloud-headline4" id="best-of-google-deep-learning-models" data-text="Best of Google deep-learning models">Best of Google deep-learning models</h4> <p> The Natural Language API offers you the same deep machine learning technology that powers both Google Search’s ability to answer specific user questions and the language-understanding system behind Google Assistant. </p> </div> </div> </div> </section> </section>  <section class="cloud-section cloud-section--border"> <section class="cloud-copy cloud-text-center cloud-section__spacer"> <div class="cloud-grid--alternate cloud-copy__inner cloud-copy--one-column"> <div class="cloud-grid--alternate cloud-grid__col is-12 is-10__large is-1__large--offset"> <div class="cloud-grid__col cloud-copy__text is-12"> <h2 class="cloud-headline2 cloud-jump-section" data-cloud-main-text="Features" id="which-natural-language-product-is-right-for-you" data-text=" Which Natural Language product is right for you? "> Which Natural Language product is right for you? </h2> <p> You can work with either one or reap the benefits of both products by using Natural Language API to quickly reveal the structure and meaning of text — using thousands of pretrained classifications — and using AutoML Natural Language to classify content into custom categories to suit your specific needs. </p> </div> </div> </div> </section> <div class="cloud-table-wrapper devsite-table-wrapper cloud-table-wrapper--alternate"> <table class="cloud-table cloud-body-text"> <thead> <tr> <th></th> <th class="cloud-text-center">AutoML Natural Language</th> <th class="cloud-text-center">Natural Language API</th> </tr> </thead> <tbody class="feature_comparison_table"> <tr> <td> <p><strong>Integrated REST API</strong></p> <p> Natural Language is accessible via our REST API. Text can be uploaded in the request or integrated with <a href="/web/20210119030434/https://cloud.google.com/storage" class="cloud-link">Cloud Storage</a>. </p> </td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"></td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"></td> </tr> <tr> <td> <p><strong>Syntax analysis</strong></p> <p> Extract tokens and sentences, identify parts of speech and create dependency parse trees for each sentence. </p> </td> <td></td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"></td> </tr> <tr> <td> <p><strong>Entity analysis</strong></p> <p> Identify entities within documents — including receipts, invoices, and contracts — and label them by types such as date, person, contact information, organization, location, events, products, and media. </p> </td> <td></td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"></td> </tr> <tr> <td> <p><strong>Custom entity extraction</strong></p> <p> Identify entities within documents and label them based on your own domain-specific keywords or phrases. </p> </td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"><br></td> <td></td> </tr> <tr> <td> <p><strong>Sentiment analysis</strong></p> <p> Understand the overall opinion, feeling, or attitude sentiment expressed in a block of text. </p> </td> <td></td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"></td> </tr> <tr> <td> <p><strong>Custom sentiment analysis</strong></p> <p> Understand the overall opinion, feeling, or attitude expressed in a block of text tuned to your own domain-specific sentiment scores. </p> </td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"><br></td> <td></td> </tr> <tr> <td> <p><strong>Content classification</strong></p> <p> Classify documents in 700+ predefined categories. </p> </td> <td></td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"></td> </tr> <tr> <td> <p><strong>Custom content classification</strong></p> <p> Create labels to customize models for unique use cases, using your own training data. </p> </td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"><br></td> <td></td> </tr> <tr> <td> <p><strong>Multi-language</strong></p> <p> Enables you to easily analyze text in multiple languages including English, Spanish, Japanese, Chinese (simplified and traditional), French, German, Italian, Korean, Portuguese, and Russian. </p> </td> <td></td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"></td> </tr> <tr> <td> <p><strong>Custom models</strong></p> <p> Train custom machine learning models with minimum effort and machine learning expertise. </p> </td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"></td> <td></td> </tr> <tr> <td> <p><strong>Powered by Google’s AutoML models</strong></p> <p> Leverages Google state-of-the-art AutoML technology to produce high-quality models. </p> </td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"></td> <td></td> </tr> <tr> <td> <p><strong>Spatial structure understanding</strong></p> <p> Use the structure and layout information in PDFs to improve custom entity extraction performance. </p> </td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"></td> <td></td> </tr> <tr> <td> <p><strong>Large dataset support</strong></p> <p> Unlock complex use cases with support for 5,000 classification labels, 1 million documents, and 10 MB document size. </p> </td> <td class="cloud-text-center"><img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/checkmark.svg" alt="Checkmark"></td> <td></td> </tr> </tbody> </table> </div> </section>  <section class="cloud-section cloud-section--border"> <div class="cloud-section__spacer"> <section class="cloud-copy cloud-text-center cloud-section__header"> <div class="cloud-grid--alternate cloud-copy__inner cloud-copy--one-column"> <div class="cloud-grid--alternate cloud-grid__col is-12 is-10__large is-1__large--offset"> <div class="cloud-grid__col cloud-copy__text is-12"> <h2 class="cloud-headline2 cloud-jump-section" data-cloud-main-text="Customers" id="our-customers" data-text="Our Customers">Our Customers</h2> </div> </div> </div> </section> <div class="cloud-carousel " aria-label=""> <div class="cloud-carousel__slide-deck-container"> <div class="cloud-carousel__slide-deck"> <div class="cloud-carousel__slide"> <section class="cloud-quote cloud-quote--blue"> <div class="cloud-quote__tile cloud-grid cloud-grid__no-gap"> <blockquote class="cloud-quote__tile-body is-12 is-9__large"> <p class="cloud-quote__quote cloud-quote-text">As part of our goal to accelerate the process of doing business, we help our customers add new documents to DocuSign to get signatures and collect information. Traditionally, they would manually ‘tag’ those documents to show people where to input and where to sign... By using custom entity extraction within AutoML Natural Language, we can use large data sets to train our model and continually improve the process, no matter where the document comes from.</p> <cite class="cloud-quote__author cloud-body-text__small"> — Kiran Kaza, Head of Mobile Engineering, DocuSign </cite> </blockquote> <div class="cloud-quote__resources is-12 is-3__large"> <div class="cloud-quote__resource cloud-quote__resource--logo"> <img alt="DocuSign" src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/docusign-logo.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/docusign-logo_2x.png 2x"> </div> </div> </div> </section> </div> <div class="cloud-carousel__slide"> <section class="cloud-quote cloud-quote--blue"> <div class="cloud-quote__tile cloud-grid cloud-grid__no-gap"> <blockquote class="cloud-quote__tile-body is-12 is-9__large"> <p class="cloud-quote__quote cloud-quote-text">In the newsroom, precision and speed are critical to engaging our readers. Google Cloud Natural Language is unmatched in its accuracy for content classification. At Hearst, we publish several thousand articles a day across 30+ properties and, with natural language processing, we're able to quickly gain insight into what content is being published and how it resonates with our audiences.</p> <cite class="cloud-quote__author cloud-body-text__small"> — Naveed Ahmad, Senior Director of Data, Hearst </cite> </blockquote> <div class="cloud-quote__resources is-12 is-3__large"> <div class="cloud-quote__resource cloud-quote__resource--logo"> <img alt="Hearst" src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/hearst-logo.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/hearst-logo_2x.png 2x"> </div> <div class="cloud-quote__resource cloud-quote__resource--action"> <a href="/web/20210119030434/https://cloud.google.com/customers/hearst-newspapers" class="cloud-quote__resource--action__link" track-type="quote" track-name="See Case Study" track-metadata-eventdetail="/customers/hearst-newspapers/"> <span class="cloud-button cloud-button--flat" track-type="quote" track-name="See Case Study" track-metadata-eventdetail="/customers/hearst-newspapers/" track-type="button" track-name="See Case Study" track-metadata-modifier="flat" track-metadata-icon="internal" track-metadata-anchor_text="See Case Study"> See case study <span class="cloud-button__icon--no-wrap"> <i class="material-icons notranslate cloud-button__icon cloud-button__icon--internal" aria-hidden="true" translate="no">arrow_forward</i></span></span> </a> </div> </div> </div> </section> </div> <div class="cloud-carousel__slide"> <section class="cloud-quote cloud-quote--blue"> <div class="cloud-quote__tile cloud-grid cloud-grid__no-gap"> <blockquote class="cloud-quote__tile-body is-12 is-9__large"> <p class="cloud-quote__quote cloud-quote-text">The team here at Meredith is always looking for better ways to manage our content. We are looking forward to using AutoML Natural Language to apply our custom universal taxonomy to our content. AutoML Natural Language allows us to create custom models that meet our specific needs, with higher accuracy than other solutions that we considered.</p> <cite class="cloud-quote__author cloud-body-text__small"> <par>— Grace Preyapongpisan, Vice President of Business Intelligence, Meredith <br>(world-renowned brands such as Martha Stewart and Time Magazine)</par> </cite> </blockquote> <div class="cloud-quote__resources is-12 is-3__large"> <div class="cloud-quote__resource cloud-quote__resource--logo"> <img alt="Meredith" src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/meredith-logo.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/meredith-logo_2x.png 2x"> </div> <div class="cloud-quote__resource cloud-quote__resource--action"> <a href="/web/20210119030434/https://cloud.google.com/customers/meredith" class="cloud-quote__resource--action__link" track-type="quote" track-name="See Case Study" track-metadata-eventdetail="/customers/meredith/"> <span class="cloud-button cloud-button--flat" track-type="quote" track-name="See Case Study" track-metadata-eventdetail="/customers/meredith/" track-type="button" track-name="See Case Study" track-metadata-modifier="flat" track-metadata-icon="internal" track-metadata-anchor_text="See Case Study"> See case study <span class="cloud-button__icon--no-wrap"> <i class="material-icons notranslate cloud-button__icon cloud-button__icon--internal" aria-hidden="true" translate="no">arrow_forward</i></span></span> </a> </div> </div> </div> </section> </div> <div class="cloud-carousel__slide"> <section class="cloud-quote cloud-quote--blue"> <div class="cloud-quote__tile cloud-grid cloud-grid__no-gap"> <blockquote class="cloud-quote__tile-body is-12 is-9__large"> <p class="cloud-quote__quote cloud-quote-text">Natural Language API has shown it can accelerate our offering in the natural language understanding area and is a viable alternative to a custom model we had built for our initial use case.</p> <cite class="cloud-quote__author cloud-body-text__small"> — Dan Nelson, Head of Data, Ocado </cite> </blockquote> <div class="cloud-quote__resources is-12 is-3__large"> <div class="cloud-quote__resource cloud-quote__resource--logo"> <img alt="Ocado" src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/ocado-logo.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/ocado-logo_2x.png 2x"> </div> <div class="cloud-quote__resource cloud-quote__resource--action"> <a href="/web/20210119030434/https://cloud.google.com/customers/ocado" class="cloud-quote__resource--action__link" track-type="quote" track-name="See Case Study" track-metadata-eventdetail="/customers/ocado/"> <span class="cloud-button cloud-button--flat" track-type="quote" track-name="See Case Study" track-metadata-eventdetail="/customers/ocado/" track-type="button" track-name="See Case Study" track-metadata-modifier="flat" track-metadata-icon="internal" track-metadata-anchor_text="See Case Study"> See case study <span class="cloud-button__icon--no-wrap"> <i class="material-icons notranslate cloud-button__icon cloud-button__icon--internal" aria-hidden="true" translate="no">arrow_forward</i></span></span> </a> </div> </div> </div> </section> </div> <div class="cloud-carousel__slide"> <section class="cloud-quote cloud-quote--blue"> <div class="cloud-quote__tile cloud-grid cloud-grid__no-gap"> <blockquote class="cloud-quote__tile-body is-12 is-9__large"> <p class="cloud-quote__quote cloud-quote-text">Classifying Opinion and Editorials can be time-consuming and difficult work for any data science team, but Cloud Natural Language was able to instantly identify clear topics with a high-level of confidence. This tool has saved me weeks, if not months, of work to achieve a level of accuracy that may not have been possible with our in-house resources.</p> <cite class="cloud-quote__author cloud-body-text__small"> — Jonathan Brooks-Bartlett, Data Scientist, News UK </cite> </blockquote> <div class="cloud-quote__resources is-12 is-3__large"> <div class="cloud-quote__resource cloud-quote__resource--logo"> <img alt="News UK Logo" src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/news-uk-logo.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/news-uk-logo_2x.png 2x"> </div> </div> </div> </section> </div> <div class="cloud-carousel__slide"> <section class="cloud-quote cloud-quote--blue"> <div class="cloud-quote__tile cloud-grid cloud-grid__no-gap"> <blockquote class="cloud-quote__tile-body is-12 is-9__large"> <p class="cloud-quote__quote cloud-quote-text">Through an employee stress coaching app, we helped our client use custom sentiment analysis in AutoML Natural Language to assess and analyze stress indicators and feelings in a chatbot experience. This technology enabled us to iterate through very quickly to provide an engaging and empathetic consumer experience. This will be an integral product to be used on future projects which require customised sentiment analysis, due to the speed of development and accuracy of the predictions.</p> <cite class="cloud-quote__author cloud-body-text__small"> — Jason Quek, CTO, Avalon Solutions </cite> </blockquote> <div class="cloud-quote__resources is-12 is-3__large"> <div class="cloud-quote__resource cloud-quote__resource--logo"> <img alt="Avalon" src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/avalon-logo.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/avalon-logo_2x.png 2x"> </div> </div> </div> </section> </div> <div class="cloud-carousel__slide"> <section class="cloud-quote cloud-quote--blue"> <div class="cloud-quote__tile cloud-grid cloud-grid__no-gap"> <blockquote class="cloud-quote__tile-body is-12 is-9__large"> <p class="cloud-quote__quote cloud-quote-text">We decided to use Google Cloud’s AutoML Natural Language because it reduces overfitting with limited training samples and can scale easily to fit more document types over time. We were able to quickly deploy AutoML Natural Language for custom classification, and down the road we believe we could use the AutoML Natural Language custom entity extraction feature to help with specific use cases like contract review and mortgage data validation.</p> <cite class="cloud-quote__author cloud-body-text__small"> — Anwar Chaudhry, Director Artificial Intelligence & Machine Learning, Iron Mountain </cite> </blockquote> <div class="cloud-quote__resources is-12 is-3__large"> <div class="cloud-quote__resource cloud-quote__resource--logo"> <img alt="Iron Mountain" src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/iron-mountain-logo.png" srcset="https://web.archive.org/web/20210119030434im_/https://cloud.google.com/images/natural-language/iron-mountain-logo_2x.png 2x"> </div> </div> </div> </section> </div> </div> </div> <div class="cloud-carousel__controls "> <div class="cloud-carousel__arrow left-arrow"> <img src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/images/icons/material/system/2x/keyboard_arrow_left_black_36dp.png" alt=""/> </div> <div class="cloud-carousel__arrow right-arrow"> <img src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/images/icons/material/system/2x/keyboard_arrow_right_black_36dp.png" alt=""/> </div> <div class="cloud-carousel__nuggets"> <div class="cloud-carousel__nugget"></div> </div> </div> </div> </div> </section>  <section class="cloud-section cloud-section--border cloud-section--no-padding-bottom"> <section class="cloud-copy cloud-text-center cloud-section__header"> <div class="cloud-grid--alternate cloud-copy__inner cloud-copy--one-column"> <div class="cloud-grid--alternate cloud-grid__col is-12 is-10__large is-1__large--offset"> <div class="cloud-grid__col cloud-copy__text is-12"> <h2 class="cloud-headline2 cloud-jump-section" data-cloud-main-text="Pricing" id="pricing" data-text=" Pricing "> Pricing </h2> </div> </div> </div> </section> <div class="cloud-table-wrapper devsite-table-wrapper cloud-table-wrapper--alternate"> <table class="cloud-table cloud-body-text"> <thead> <tr> <th>Natural Language products</th> <th>Pricing guide</th> </tr> </thead> <tbody> <tr> <td>Natural Language API</td> <td><a class="cloud-link" href="/web/20210119030434/https://cloud.google.com/natural-language/pricing">Documentation</a></td> </tr> <tr> <td>AutoML Natural Language</td> <td><a class="cloud-link" href="/web/20210119030434/https://cloud.google.com/natural-language/automl/pricing">Documentation</a></td> </tr> </tbody> </table> </div> </section>  <section class="cloud-section cloud-section--border"> <div class="cloud-section__spacer"> <section class="cloud-copy cloud-text-center cloud-section__header"> <div class="cloud-grid--alternate cloud-copy__inner cloud-copy--one-column"> <div class="cloud-grid--alternate cloud-grid__col is-12 is-10__large is-1__large--offset"> <div class="cloud-grid__col cloud-copy__text is-12"> <h2 class="cloud-headline2 cloud-jump-section" data-cloud-main-text="Resources" id="resources" data-text="Resources">Resources</h2> </div> </div> </div> </section> <div class="cloud-card__container cloud-card__container--3up"> <div class="cloud-card "> <div class="cloud-card__content--has-footer"> <div class="cloud-card__icon"> <img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/documents.svg" alt=""> </div> <p class="cloud-card__headline cloud-headline5">Natural Language docs</p> </div> <div class="cloud-card__footer"> <a href="/web/20210119030434/https://cloud.google.com/natural-language/docs/reference/rest" class="cloud-button cloud-button--flat" track-type="navigateTo" track-name="documentation" track-metadata-eventdetail="naturalLanguageDocs" track-metadata-position="body" track-type="button" track-name="view documentation" track-metadata-eventdetail="/natural-language/docs/reference/rest/" track-metadata-modifier="flat" track-metadata-icon="internal" track-metadata-anchor_text="view documentation" track-metadata-href="/natural-language/docs/reference/rest/"> View documentation <span class="cloud-button__icon--no-wrap"> <i class="material-icons notranslate cloud-button__icon cloud-button__icon--internal" aria-hidden="true" translate="no">arrow_forward</i></span></a> </div> </div> <div class="cloud-card "> <div class="cloud-card__content--has-footer"> <div class="cloud-card__icon"> <img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/video-icon.svg" alt=""> </div> <p class="cloud-card__headline cloud-headline5">Next’ 19: Learn how customers are using the latest Natural Language updates</p> </div> <div class="cloud-card__footer"> <a href="https://web.archive.org/web/20210119030434/https://www.youtube.com/watch?v=ajmWGxAr9Wk&t=2047s&autoplay=1" class="cloud-button cloud-button--flat lb" data-lightbox-height="506" data-lightbox-width="900" data-lightbox-index="0" track-type="video" track-name="watchVideo" track-metadata-eventdetail="actionableAiInsightsUsingTranslationAndNaturalLanguageCloudNext19" track-metadata-position="body" track-type="button" track-name="Watch video" track-metadata-eventdetail="https://www.youtube.com/watch?v=ajmWGxAr9Wk&t=2047s&autoplay=1" track-metadata-modifier="flat" track-metadata-icon="video" track-metadata-anchor_text="Watch video" track-metadata-href="https://www.youtube.com/watch?v=ajmWGxAr9Wk&t=2047s&autoplay=1"> Watch video <span class="cloud-button__icon cloud-button__icon--video"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" fill="#039be5"><path fill="none" d="M0 0h24v24H0V0z"/><path d="M21.58 7.19c-.23-.86-.91-1.54-1.77-1.77C18.25 5 12 5 12 5s-6.25 0-7.81.42c-.86.23-1.54.91-1.77 1.77C2 8.75 2 12 2 12s0 3.25.42 4.81c.23.86.91 1.54 1.77 1.77C5.75 19 12 19 12 19s6.25 0 7.81-.42c.86-.23 1.54-.91 1.77-1.77C22 15.25 22 12 22 12s0-3.25-.42-4.81zM10 15V9l5.2 3-5.2 3z"/></svg></span></a> </div> </div> <div class="cloud-card "> <div class="cloud-card__content--has-footer"> <div class="cloud-card__icon"> <img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/website.svg" alt=""> </div> <p class="cloud-card__headline cloud-headline5">Natural Language API pricing</p> </div> <div class="cloud-card__footer"> <a href="/web/20210119030434/https://cloud.google.com/natural-language/pricing" class="cloud-button cloud-button--flat" track-type="button" track-name="see details" track-metadata-eventdetail="/natural-language/pricing" track-metadata-modifier="flat" track-metadata-icon="internal" track-metadata-anchor_text="see details" track-metadata-href="/natural-language/pricing"> see details <span class="cloud-button__icon--no-wrap"> <i class="material-icons notranslate cloud-button__icon cloud-button__icon--internal" aria-hidden="true" translate="no">arrow_forward</i></span></a> </div> </div> <div class="cloud-card "> <div class="cloud-card__content--has-footer"> <div class="cloud-card__icon"> <img src="/web/20210119030434im_/https://cloud.google.com/images/natural-language/website.svg" alt=""> </div> <p class="cloud-card__headline cloud-headline5">AutoML Natural Language pricing</p> </div> <div class="cloud-card__footer"> <a href="/web/20210119030434/https://cloud.google.com/natural-language/automl/pricing" class="cloud-button cloud-button--flat" track-type="button" track-name="see details" track-metadata-eventdetail="/natural-language/automl/pricing" track-metadata-modifier="flat" track-metadata-icon="internal" track-metadata-anchor_text="see details" track-metadata-href="/natural-language/automl/pricing"> see details <span class="cloud-button__icon--no-wrap"> <i class="material-icons notranslate cloud-button__icon cloud-button__icon--internal" aria-hidden="true" translate="no">arrow_forward</i></span></a> </div> </div> </div> </div> </section> </div>  <section class="cloud-jump-section" data-cloud-main-text="Get started"> <section class="cloud-get-started " track-metadata-module="get started"> <img src="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/images/branding/product/1x/google_cloud_48dp.png" srcset="https://web.archive.org/web/20210119030434im_/https://www.gstatic.com/images/branding/product/2x/google_cloud_48dp.png 2x" alt="Google Cloud"> <div class="cloud-grid"> <div class="cloud-grid__col is-12 cloud-get-started__header is-4__large"> <h2 class="cloud-headline1" id="get-started" data-text=" Get started "> <h1 class="cloud-headline1">Get started</h1> </h2> </div> <div class="cloud-grid__col cloud-get-started__section is-9 is-4__large"> <h3 class="cloud-headline4 cloud-get-started__headline" id="automl-natural-language_1" data-text="AutoML Natural Language">AutoML Natural Language</h3> <p>Create a custom machine learning model to classify content into domain-specific categories.</p> <ul class="cloud-get-started__list cloud-list--nobullet"> <li class="cloud-get-started__list-link"> <a href="/web/20210119030434/https://cloud.google.com/natural-language/automl/docs/quickstart" class="cloud-button cloud-button--primary" track-type="navigateTo" track-name="documentation" track-metadata-eventdetail="getStartedWithNaturalLanguage" track-metadata-position="bottom" track-type="button" track-name="get started" track-metadata-eventdetail="/natural-language/automl/docs/quickstart" track-metadata-modifier="primary" track-metadata-anchor_text="get started" track-metadata-href="/natural-language/automl/docs/quickstart"> Get started</a> </li> </ul> </div> <div class="cloud-grid__col cloud-get-started__section is-9 is-4__large"> <h3 class="cloud-headline4 cloud-get-started__headline" id="natural-language-api_1" data-text="Natural Language API">Natural Language API</h3> <p>Create a pre-trained machine learning model to reveal the structure and meaning of text.</p> <ul class="cloud-get-started__list cloud-list--nobullet"> <li class="cloud-get-started__list-link"> <a href="/web/20210119030434/https://cloud.google.com/natural-language/docs/quickstarts" class="cloud-button cloud-button--primary" track-type="navigateTo" track-name="documentation" track-metadata-eventdetail="quickstart" track-metadata-position="bottom" track-type="button" track-name="get started" track-metadata-eventdetail="/natural-language/docs/quickstarts" track-metadata-modifier="primary" track-metadata-anchor_text="get started" track-metadata-href="/natural-language/docs/quickstarts"> Get started</a> </li> </ul> </div> </div> </section> </section> <p class="cloud-body-text__small text-center">Products or features listed on this page are in beta. For more information on our product launch stages, see <a href="/web/20210119030434/https://cloud.google.com/products#product-launch-stages" class="cloud-link">here</a>.</p> <p class="cloud-body-text__small text-center cloud-section cloud-section--no-padding-top">Cloud AI products comply with the SLA policies listed <a href="/web/20210119030434/https://cloud.google.com/terms/sla" class="cloud-link" target="_blank">here</a>. 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