A API Cloud Natural Language oferece tecnologias de processamento de linguagem natural para desenvolvedores, incluindo análise de sentimento, análise de entidade, análise de sentimento de entidade, classificação de conteúdo e análise de sintaxe.
Essa API faz parte da família maior da API Cloud Machine Learning.
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Para informações sobre quais idiomas são compatíveis com a Natural Language, consulte Idiomas compatíveis.
Crie uma conta para avaliar o desempenho dos nossos produtos em
cenários reais. Novos clientes também recebem US$ 300 em créditos para executar, testar
e implantar cargas de trabalho.
[[["Fácil de entender","easyToUnderstand","thumb-up"],["Meu problema foi resolvido","solvedMyProblem","thumb-up"],["Outro","otherUp","thumb-up"]],[["Difícil de entender","hardToUnderstand","thumb-down"],["Informações incorretas ou exemplo de código","incorrectInformationOrSampleCode","thumb-down"],["Não contém as informações/amostras de que eu preciso","missingTheInformationSamplesINeed","thumb-down"],["Problema na tradução","translationIssue","thumb-down"],["Outro","otherDown","thumb-down"]],["Última atualização 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)"]]
