Cloud Natural Language API menyediakan teknologi natural language understanding kepada developer, termasuk analisis sentimen, analisis entity, analisis sentimen entity, klasifikasi konten, dan analisis sintaksis.
API ini adalah bagian dari kelompok Cloud Machine Learning API yang lebih besar.
Pelajari lebih lanjut
Untuk mengetahui informasi tentang bahasa yang didukung oleh Bahasa Alami, lihat Dukungan Bahasa.
Buat akun untuk mengevaluasi performa produk kami dalam skenario dunia nyata. Pelanggan baru juga mendapatkan kredit gratis senilai $300 untuk menjalankan, menguji, dan men-deploy workload.
[[["Mudah dipahami","easyToUnderstand","thumb-up"],["Memecahkan masalah saya","solvedMyProblem","thumb-up"],["Lainnya","otherUp","thumb-up"]],[["Sulit dipahami","hardToUnderstand","thumb-down"],["Informasi atau kode contoh salah","incorrectInformationOrSampleCode","thumb-down"],["Informasi/contoh yang saya butuhkan tidak ada","missingTheInformationSamplesINeed","thumb-down"],["Masalah terjemahan","translationIssue","thumb-down"],["Lainnya","otherDown","thumb-down"]],["Terakhir diperbarui pada 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)"]]
