Die Cloud Natural Language API stellt Entwicklern Technologien für das Verständnis natürlicher Sprache bereit. Dazu gehören beispielsweise die Sentimentanalyse, Entitätsanalyse, Sentimentanalyse pro Entität, Inhaltsklassifizierung und Syntaxanalyse.
Diese API ist Teil der größeren Cloud Machine Learning API-Familie.
Weitere Informationen
Informationen dazu, welche Sprachen von der Natural Language unterstützt werden, finden Sie unter Sprachunterstützung.
Erstellen Sie ein Konto, um die Leistung unserer Produkte in realen Szenarien auszuwerten. Neukunden erhalten außerdem ein Guthaben von 300 $, um Arbeitslasten auszuführen, zu testen und bereitzustellen.
[[["Leicht verständlich","easyToUnderstand","thumb-up"],["Mein Problem wurde gelöst","solvedMyProblem","thumb-up"],["Sonstiges","otherUp","thumb-up"]],[["Schwer verständlich","hardToUnderstand","thumb-down"],["Informationen oder Beispielcode falsch","incorrectInformationOrSampleCode","thumb-down"],["Benötigte Informationen/Beispiele nicht gefunden","missingTheInformationSamplesINeed","thumb-down"],["Problem mit der Übersetzung","translationIssue","thumb-down"],["Sonstiges","otherDown","thumb-down"]],["Zuletzt aktualisiert: 2025-08-11 (UTC)."],[],[],null,["# Cloud Natural Language documentation\n====================================\n\n[Read product documentation](/natural-language/docs/basics)\nThe Cloud Natural Language API provides natural language understanding\ntechnologies to developers, including sentiment analysis, entity analysis,\nentity sentiment analysis, content classification, and syntax analysis.\nThis API is part of the larger Cloud Machine Learning API family.\n[Learn more](/natural-language/docs/basics)\n\n\nFor information on which languages are supported by the Natural Language,\nsee [Language Support](/natural-language/docs/languages).\n| **Note:** Need a customized solution? [AutoML Natural Language](/natural-language/automl/docs) enables you to create a custom machine learning model for classifying content.\n[Get started for free](https://console.cloud.google.com/freetrial) \n\n#### Start your proof of concept with $300 in free credit\n\n- Get access to Gemini 2.0 Flash Thinking\n- Free monthly usage of popular products, including AI APIs and BigQuery\n- No automatic charges, no commitment \n[View free product offers](/free/docs/free-cloud-features#free-tier) \n\n#### Keep exploring with 20+ always-free products\n\n\nAccess 20+ free products for common use cases, including AI APIs, VMs, data warehouses,\nand more.\n\nDocumentation resources\n-----------------------\n\nFind quickstarts and guides, review key references, and get help with common issues. \nformat_list_numbered\n\n### Guides\n\n-\n\n [Quickstart: Setup the Natural Language](/natural-language/docs/setup)\n\n-\n\n [Quickstart: Perform sentiment analysis by using the gcloud CLI](/natural-language/docs/sentiment-analysis-gcloud)\n\n-\n\n [Quickstart: Perform sentiment analysis by using client libraries](/natural-language/docs/sentiment-analysis-client-libraries)\n\n-\n\n [Analyzing Sentiment](/natural-language/docs/analyzing-sentiment)\n\n-\n\n [Analyzing Entities](/natural-language/docs/analyzing-entities)\n\n-\n\n [Classifying Content](/natural-language/docs/classifying-text)\n\n-\n\n [Analyzing Syntax](/natural-language/docs/analyzing-syntax)\n\n-\n\n [Analyzing Entity Sentiment](/natural-language/docs/analyzing-entity-sentiment)\n\nfind_in_page\n\n### Reference\n\n-\n\n [Language Support](/natural-language/docs/languages)\n\n-\n\n [Content Categories](/natural-language/docs/categories)\n\n-\n\n [Natural Language Client Libraries](/natural-language/docs/reference/libraries)\n\n-\n\n [REST API](/natural-language/docs/reference/rest)\n\n-\n\n [Service APIs Overview](/natural-language/docs/reference/service_apis_overview)\n\n-\n\n [RPC API](/natural-language/docs/reference/rpc)\n\n-\n\n [Locations](/natural-language/docs/locations)\n\n-\n\n [Apache Airflow / Cloud Composer operators](/natural-language/docs/integrations)\n\ninfo\n\n### Resources\n\n-\n\n [Pricing](/natural-language/pricing)\n\n-\n\n [Quotas and limits](/natural-language/quotas)\n\n-\n\n [Release notes](/natural-language/docs/release-notes)\n\n-\n\n [Billing questions](/natural-language/docs/billing-questions)\n\n-\n\n [Getting support](/natural-language/docs/getting-support)\n\nRelated videos\n--------------\n\n### Try Natural Language for yourself\n\nCreate an account to evaluate how our products perform in real-world scenarios. \nNew customers also get $300 in free credits to run, test, and deploy workloads. \n[Try Natural Language free](https://console.cloud.google.com/freetrial)"]]
