@font-face {
  font-family: 'Styrene Display';
  src: url('https://www-cdn.anthropic.com/e8f9c8ca51b03efb6315db351446fc972ab15abe/StyreneA-Medium-Web.woff2') format('woff2');
  font-weight: 500;
  font-style: normal;
  font-stretch: normal;
}

@font-face {
  font-family: 'Styrene Display';
  src: url('https://www-cdn.anthropic.com/e8f9c8ca51b03efb6315db351446fc972ab15abe/StyreneA-Medium-Web.woff2') format('woff2');
  font-weight: 600;
  font-style: normal;
  font-stretch: normal;
}

@font-face {
  font-family: 'Styrene';
  src: url('https://www-cdn.anthropic.com/6f87b6d99aefde021ac24f21295bf9e70f71472f/StyreneBLC-Regular.woff2') format('woff2');
  font-weight: 400;
  font-style: normal;
  font-stretch: normal;
}


@font-face {
  font-family: 'Styrene';
  src: url('https://www-cdn.anthropic.com/6f87b6d99aefde021ac24f21295bf9e70f71472f/StyreneBLC-Regular.woff2') format('woff2');
  font-weight: 500;
  font-style: normal;
  font-stretch: normal;
}
 
 @font-face {
  font-family: 'Styrene';
  src: url('https://www-cdn.anthropic.com/3611e9e4aaaf466dbd47e2686f561e7de694cb6c/StyreneBLC-Medium.woff2') format('woff2');
  font-weight: 600;
  font-style: normal;
  font-stretch: normal;
}
 

@font-face {
  font-family: 'Tiempos';
  src: url('https://www-cdn.anthropic.com/c3e09cefbfeb4e5eaca56b7bc8b9a1aa1aeda025/TiemposText-Regular.woff2') format('woff2');
  font-weight: 400;
  font-style: normal;
  font-stretch: normal;
}

@font-face {
  font-family: 'Tiempos';
  src: url('https://www-cdn.anthropic.com/b198ca4e31a323b2abb84b3eeeb1eed1f471afa0/TiemposText-Medium.woff2') format('woff2');
  font-weight: 500;
  font-style: normal;
  font-stretch: normal;
}

@font-face {
  font-family: 'Tiempos';
  src: url('https://www-cdn.anthropic.com/b198ca4e31a323b2abb84b3eeeb1eed1f471afa0/TiemposText-Medium.woff2') format('woff2');
  font-weight: 600;
  font-style: normal;
  font-stretch: normal;
}

@font-face {
  font-family: 'Copernicus';
  src: url('https://www-cdn.anthropic.com/db30aec85c7615f4a4d3e23c0c941674ea67f8f5/Copernicus-Book.woff2') format('woff2');
  font-weight: 300; /* Assuming 300 is the lightest available weight */
  font-style: normal;
}

#home-header {
  font-family: 'Copernicus', sans-serif;
  font-weight: 300 !important;
  font-size: 50px;
  line-height: 1.2;
  margin-bottom: 1rem;
  color: black;
  display: flex;
  align-items: baseline;
  justify-content: center;
  flex-wrap: nowrap;
}

.build-with {
  font-family: 'Copernicus', sans-serif;
  white-space: nowrap;
  letter-spacing: -0.02em;
}

.claude-wordmark-wrapper {
  display: inline-flex;
  align-items: baseline;
  margin-left: 10px; /* Space between "Build with" and the wordmark */
}

.claude-wordmark {
  height: 40px; /* Adjust this value to match your desired size */
  width: auto;
  position: relative;
}

.dark #home-header {
  color: white;
}

.description-text {
  color: black;
}

.dark .description-text {
  color: white;
}

.dark .claude-wordmark {
  filter: invert(1);
}

:root {
  --bg-color: #F0EFEA;
}

.dark {
  --bg-color: #2B2B2B;
}

#background-div {
  background-color: var(--bg-color);
  transition: background-color 0.3s ease;
}

body, input, #category-select, .dropdown-item, #table-of-contents {
  font-family: 'Styrene', sans-serif;
}

.eyebrow {
  font-family: 'Styrene Display', sans-serif;
  text-transform: uppercase;
  letter-spacing: .02rem;
}

#content-container {
  font-family: 'Tiempos', serif;
}

#content-container h1, #content-container h2, #content-container h3, #content-container h4, #content-container h5, #content-container h6 {
  font-family: 'Styrene Display', sans-serif;
}


#content-container p {
  font-size: 1rem;
  line-height: 1.65rem;
}

.font-extrabold {
  font-weight: 600 !important;
}

.wide-table {
  width: 100%;
  overflow-x: auto;
}

.wide-table table {
  width: 175%;
  margin-bottom: 0;
}

/* Prompt Library */
#prompt-library-container {
  margin: 4rem auto;
  max-width: 48rem;
  padding-left: 1.25rem;
  padding-right: 1.25rem;
}

.prompt-library-title {
  font-size: 24px;
  text-align: center;
  font-weight: 700;
  color: #1f2937;
}

.dark .prompt-library-title {
  color: #e5e7eb;
}

.prompt-library-description {
  margin-top: 1rem;
  text-align: center;
}

.main-content {
  margin-bottom: 10rem;
  max-width: 64rem;
  margin-left: auto;
  margin-right: auto;
  padding-left: 1.25rem;
  padding-right: 1.25rem;
}

.prompt-controllers {
  display: flex;
  gap: 0.5rem;
}

.prompt-search-container {
  position: relative;
  flex: 1 1 0%;
}

.prompt-search-icon-container {
  display: flex;
  position: absolute;
  top: 0;
  bottom: 0;
  left: 0;
  align-items: center;
  padding-left: 0.75rem;
}

.prompt-search-icon {
  margin-left: 0.25rem;
  margin-right: 0.75rem;
  flex: none;
  width: 1rem;
  height: 1rem;
  background-color: #6b7280;
  mask-image: url(https://mintlify.b-cdn.net/v6.5.1/solid/magnifying-glass.svg);
  mask-repeat: no-repeat;
  mask-position: center center;
}

input.prompt-search-bar {
  display: block;
  height: 2.5rem;
  padding-left: 2.5rem;
  border-radius: 0.75rem;
  border-width: 1px;
  background-color: #ffffff;
  width: 100%;
  color: #111827;
  box-shadow: 0 1px 2px 0 rgba(0, 0, 0, 0.05);
}

.dark input.prompt-search-bar {
  color: #ffffff;
  background-color: rgb(var(--background-dark));
  border-color: #d1d5db1a;
}

input.prompt-search-bar:focus {
  outline-color: rgb(var(--primary));
}

.dark input.prompt-search-bar:focus {
  outline-color: rgb(var(--primary-light));
}

.dark .prompt-search-icon {
  background-color: #ffffff80;
}

#category-select {
  padding-left: 1rem;
  padding-right: 2.5rem;
  height: 2.5rem;
  display: flex;
  align-items: center;
  border-radius: 0.75rem;
  border-width: 1px;
  color: #111827;
  background-color: #ffffff;
  cursor: pointer;
  box-shadow: 0 1px 2px 0 rgba(0, 0, 0, 0.05);
  white-space: nowrap;
}

.dark #category-select {
  background-color: rgb(var(--background-dark));
  border-color: #d1d5db1a;
  color: #ffffff;
}

#category-select:hover {
  background-color: #f9fafb;
}

.dark #category-select:hover {
  background-color: #ffffff0d;
}

#category-select:focus {
  outline-color: rgb(var(--primary));
}

.dark #category-select:focus {
  outline-color: rgb(var(--primary-light));
}

#categories-dropdown {
  top: calc(100% + 4px);
  padding: 0.5rem 0.5rem;
  display: none;
  position: absolute;
  z-index: 10;
  border-radius: 0.75rem;
  border-width: 1px;
  width: 100%;
  color: #111827;
  background-color: #ffffff;
  box-shadow: 0 1px 2px 0 rgba(0, 0, 0, 0.05);
}

.dark #categories-dropdown {
  background-color: rgb(var(--background-dark));
  border-color: #d1d5db1a;
  color: #ffffff;
}

#categories-dropdown-clickout {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 0;
}

.dropdown-icon-container {
  display: flex;
  position: absolute;
  top: 0;
  bottom: 0;
  right: 0;
  align-items: center;
  padding-right: 0.25rem;
}

.dropdown-icon {
  margin-left: 0.25rem;
  margin-right: 0.75rem;
  flex: none;
  width: 0.75rem;
  height: 0.75rem;
  background-color: #6b7280;
  mask-image: url(https://mintlify.b-cdn.net/v6.5.1/solid/caret-down.svg);
  mask-repeat: no-repeat;
  mask-position: center center;
}

.dark .dropdown-icon {
  background-color: #ffffff80;
}

#prompts-container {
  grid-template-columns: repeat(1, minmax(0, 1fr));
  gap: 2rem;
}

.dropdown-item {
  padding: 0.25rem 0.5rem;
  border-radius: 0.375rem;
  display: flex;
  align-items: center;
  cursor: pointer;
}

.dropdown-item:hover {
  background-color: #f9fafb;
}

.dark .dropdown-item:hover {
  background-color: #ffffff0d;
}

.check-icon {
  mask-image: url(https://mintlify.b-cdn.net/v6.5.1/solid/check.svg);
  height: 0.875rem;
  width: 1rem;
  background-color: rgb(var(--primary-light));
  mask-repeat: no-repeat;
  mask-position: center center;
}

.prompt-card {
  margin: -0.75rem;
  padding: 0.75rem;
  display: flex;
  border-radius: 1rem;
}

.prompt-card:hover {
  background-color: #03071208;
}

.dark .prompt-card:hover {
  background-color: #ffffff08;
}

.prompt-icon-container {
  display: flex;
  flex: none;
  align-items: center;
  justify-content: center;
  margin-right: 1.5rem;
  border-radius: 0.75rem;
  height: 4rem;
  width: 4rem;
  background-color: #cb785c1a;
}

.prompt-icon {
  height: 1.5rem;
  width: 1.5rem;
  background-color: rgb(var(--primary-light));
  mask-repeat: no-repeat;
  mask-position: center center;
}

.prompt-title {
  color: rgb(31 41 55);
  font-weight: 600;
}

.dark .prompt-title {
  color: rgb(229 231 235);
}

.prompt-description {
  margin-top: 0.25rem;
}

#prompts-container {
  display: grid;
  margin-top: 2.5rem;
}

@media (min-width: 640px) {
  #category-select {
    width: 16rem;
  }
}

@media (min-width: 1024px) {
  #prompts-container {
    grid-template-columns: repeat(2, minmax(0, 1fr));
  }
}

/* Utility classes */
.relative {
  position: relative;
}

.flex-1 {
  flex: 1 1 0%;
}


.prompts-container {
  grid-template-columns: repeat(1, minmax(0, 1fr));
  gap: 2rem;
}

@media (min-width: 1024px) {
  .prompts-container {
    grid-template-columns: repeat(2, minmax(0, 1fr));
  }
}


"use client";

function initInkeep() {
  // Get the Mintlify search containers, going to reuse them as the triggers for Inkeep
  const searchButtonContainerIds = [
    "search-bar-entry",
    "search-bar-entry-mobile",
    "home-search-entry",
  ];

  // Clone and replace, needed to remove existing event listeners
  const clonedSearchButtonContainers = searchButtonContainerIds.map((id) => {
    const originalElement = document.getElementById(id);
    if (!originalElement) return null;
    const clonedElement = originalElement.cloneNode(true);
    originalElement.parentNode.replaceChild(clonedElement, originalElement);
    return clonedElement;
  }).filter(Boolean);

  // Customization settings
  const sharedConfig = {
    stylesheetUrls: [
      "https://storage.googleapis.com/customer-imgs/anthropic.css",
    ],
    baseSettings: {
      apiKey: "ee5b7c15ed3553cd6abc407340aad09ac7cb3b9f76d8613a",
      integrationId: "clwtqz9sq001izszu8ms5g4om",
      organizationId: "org_JfjtEvzbwOikUEUn",
      primaryBrandColor: "#181818",
      theme: {
        tokens: {
          fonts: {
            heading: "'Styrene'",
            body: "'Tiempos'",
          },
          colors: {
            'gray.50': '#f9f9f8',
            'gray.100': '#f1f1f0',
            'gray.200': '#e9e8e7',
            'gray.300': '#e2e1df',
            'gray.400': '#cfcec6',
            'gray.500': '#bcb8a9',
            'gray.600': '#8d8c87',
            'gray.700': '#828079',
            'gray.800': '#42413B',
            'gray.900': '#21201C',
          },
        },
      },
      customIcons: {
        search: { builtIn: 'IoSearch' },
      }
    },
    aiChatSettings: {
      chatSubjectName: "Claude",
      botAvatarSrcUrl:
        "https://storage.googleapis.com/organization-image-assets/anthropic-botAvatarSrcUrl-1715877069137.svg",
      botAvatarDarkSrcUrl:
        "https://storage.googleapis.com/organization-image-assets/anthropic-botAvatarDarkSrcUrl-1715877068491.svg",
      getHelpCallToActions: [
        {
          name: "Support Center",
          url: "https://support.anthropic.com/en/",
          icon: {
            builtIn: "IoHelpBuoyOutline",
          },
        },
        {
          name: "Github",
          url: "https://github.com/anthropics",
          icon: {
            builtIn: "FaGithub",
          },
        },
      ],
      quickQuestions: [
        "How do I create structured JSON output?",
        "For few shot prompting, how do I pick examples?",
        "How can I prompt Claude to reply a user's language?",
      ],
    },
  };

  // for syncing with dark mode
  const colorModeSettings = {
    observedElement: document.documentElement,
    isDarkModeCallback: (el) => {
      return el.classList.contains("dark");
    },
    colorModeAttribute: "class",
  };

  // add the "Ask AI" pill chat button
  window.Inkeep().embed({
    componentType: "ChatButton",
    colorModeSync: colorModeSettings,
    properties: sharedConfig,
  });

  // instantiate Inkeep "custom trigger" component (using the Mintlify search bar as the trigger)
  const inkeepSearchModal = window.Inkeep({
    ...sharedConfig.baseSettings,
  }).embed({
    componentType: "CustomTrigger",
    colorModeSync: colorModeSettings,
    properties: {
      ...sharedConfig,
      isOpen: false,
      onClose: () => {
        inkeepSearchModal.render({
          isOpen: false,
        });
      },
      modalSettings: {
        onShortcutKeyPressed: () => {
          inkeepSearchModal.render({
            isOpen: true,
          });
        },
        shortcutKey: "k",
      },
    },
  });

  // Instantiate a separate Inkeep component for the home search entry
  const homeSearchModal = window.Inkeep({
    ...sharedConfig.baseSettings,
  }).embed({
    componentType: "CustomTrigger",
    colorModeSync: colorModeSettings,
    properties: {
      ...sharedConfig,
      isOpen: false,
      onClose: () => {
        homeSearchModal.render({
          isOpen: false,
        });
      },
      modalSettings: {
        defaultView: 'AI_CHAT',
      },
    },
  });

  // When the Mintlify search bar clone is clicked, open the appropriate Inkeep search modal
  clonedSearchButtonContainers.forEach((trigger) => {
    trigger.addEventListener("click", function () {
      if (trigger.id === "home-search-entry") {
        homeSearchModal.render({
          isOpen: true,
        });
      } else {
        inkeepSearchModal.render({
          isOpen: true,
        });
      }
    });
  });
}

// Load the Inkeep script
const inkeepScript = document.createElement("script");
inkeepScript.type = "module";
inkeepScript.src =
  "https://unpkg.com/@inkeep/widgets-embed@0.2.289/dist/embed.js";
document.body.appendChild(inkeepScript);

// Wait for the Inkeep script to load
function waitForInkeep(callback) {
  if (window.Inkeep) {
    callback();
  } else {
    setTimeout(function () {
      waitForInkeep(callback);
    }, 100);
  }
}

// Function to handle URL changes
function handleURLChange() {
  initInkeep();
}

// Once the Inkeep script has loaded, instantiate the Inkeep chat components
waitForInkeep(function () {
  initInkeep();

  // Listen for URL changes using the 'popstate' event
  window.addEventListener("popstate", handleURLChange);

  // Listen for URL changes using the 'hashchange' event (if using hash-based routing)
  window.addEventListener("hashchange", handleURLChange);
});

基本幻觉最小化策略

高级技术

Developer Console

Developer Discord

Support

Console Développeur

Discord pour les développeurs

Assistance

Entwicklerkonsole

Entwickler-Discord

Unterstützung

Console per sviluppatori

Discord per Sviluppatori

Supporto

開発者コンソール

開発者向けDiscord

サポート

Consola de Desarrollador

Discord para Desarrolladores

Soporte

개발자 콘솔

개발자 Discord

지원

开发者控制台

开发者 Discord

支持

開發者控制台

開發者 Discord

支援

Консоль разработчика

Дискорд для разработчиков

Поддержка

Konsol Pengembang

Discord Pengembang

Dukungan

Console do Desenvolvedor

Discord para Desenvolvedores

Suporte

Anthropic

User Guides

Welcome

API Reference

Prompt Library

Release Notes

Developer Newsletter

Benutzerhandbücher

Willkommen

API-Referenz

Versionshinweise

Prompt-Bibliothek

Entwickler-Newsletter

Referencia de la API

Guías de Usuario

Biblioteca de Prompts

Boletín para Desarrolladores

Bienvenido

Notas de la Versión

Référence de l'API

Bienvenue

Guides d'Utilisateur

Bibliothèque de Prompts

Notes de Version

Bulletin d'Information pour Développeurs

Referensi API

Panduan Pengguna

Selamat Datang

Pustaka Prompt

Catatan Rilis

Buletin Pengembang

Benvenuto

Riferimento API

Guide Utente

Note di Rilascio

Newsletter per Sviluppatori

Libreria dei Prompt

ようこそ

APIリファレンス

ユーザーガイド

プロンプトライブラリ

リリースノート

開発者ニュースレター

환영합니다

API 참조

사용자 가이드

프롬프트 라이브러리

릴리스 노트

개발자 뉴스레터

Bem-vindo

Guias do Usuário

Referência da API

Notas de Lançamento

Newsletter do Desenvolvedor

Руководства пользователя

Добро пожаловать

Справочник по API

Примечания к выпуску

Библиотека промптов

Новостная рассылка для разработчиков

欢迎

用户指南

API 参考

提示词库

发布说明

开发者通讯

使用者指南

歡迎

API 參考文件

發行說明

提示詞庫

開發者電子報

Go to claude.ai

Research

News

减少幻觉

Claude is a highly performant, trustworthy, and intelligent AI platform built by Anthropic. Claude excels at tasks involving language, reasoning, analysis, coding, and more.

Overview

Welcome to Claude

Let’s learn how to use the Anthropic API to build with Claude.

Initial setup

Claude is a family of [highly performant and intelligent AI models](/en/docs/about-claude/models) built by Anthropic. While Claude is powerful and extensible, it’s also the most trustworthy and reliable AI available. It follows critical protocols, makes fewer mistakes, and is resistant to jailbreaks—allowing [enterprise customers](https://www.anthropic.com/customers) to build the safest AI-powered applications at scale.

Intro to Claude

Guides to common use cases

This guide walks through how to harness Claude's advanced natural language understanding capabilities to classify customer support tickets at scale based on customer intent, urgency, prioritization, customer profile, and more.

Ticket routing

This guide walks through how to leverage Claude's advanced conversational capabilities to handle customer inquiries in real time, providing 24/7 support, reducing wait times, and managing high support volumes with accurate responses and positive interactions.

Customer support agent

Content moderation is a critical aspect of maintaining a safe, respectful, and productive environment in digital applications. In this guide, we'll discuss how Claude can be used to moderate content within your digital application.

Content moderation

This guide walks through how to leverage Claude's advanced natural language processing capabilities to efficiently summarize legal documents, extracting key information and expediting legal research. With Claude, you can streamline the review of contracts, litigation prep, and regulatory work, saving time and ensuring accuracy in your legal processes.

Legal summarization

Claude is a family of state-of-the-art large language models developed by Anthropic. This guide introduces our models and compares their performance with legacy models. 

Models

Security and compliance

Define success criteria

Define your success criteria

Develop test cases

Create strong empirical evaluations

Prompt engineering overview

Prompt generator

Automatically generate first draft prompt templates

Use prompt templates

Use prompt templates and variables

Prompt improver

Use our prompt improver to optimize your prompts

Be clear and direct

Be clear, direct, and detailed

Use examples (multishot prompting)

Use examples (multishot prompting) to guide Claude's behavior

Let Claude think (CoT)

Let Claude think (chain of thought prompting) to increase performance

Use XML tags

Use XML tags to structure your prompts

Give Claude a role (system prompts)

Giving Claude a role with a system prompt

Prefill Claude's response

Prefill Claude's response for greater output control

Chain complex prompts

Chain complex prompts for stronger performance

Long context tips

Long context prompting tips

Claude excels in a wide range of text-based tasks. Claude has been trained to ingest code, prose, and other natural language inputs, and provide text outputs in response.

Text generation

Text embeddings are numerical representations of text that enable measuring semantic similarity. This guide introduces embeddings, their applications, and how to use embedding models for tasks like search, recommendations, and anomaly detection.

Embeddings

The [Claude for Sheets extension](https://workspace.google.com/marketplace/app/claude%5Ffor%5Fsheets/909417792257) integrates Claude into Google Sheets, allowing you to execute interactions with Claude directly in cells.

Google Sheets add-on

The Claude 3 family of models comes with new vision capabilities that allow Claude to understand and analyze images, opening up exciting possibilities for multimodal interaction.

Vision

Tool use (function calling)

Computer use (beta)

Prompt caching (beta)

Message Batches (beta)

The Claude 3.5 Sonnet models now support PDF input and understand both text and visual content within documents.

PDF support (beta)

Token counting (beta)

Reduce hallucinations

Increase output consistency

Increase output consistency (JSON mode)

Mitigate jailbreaks

Mitigate jailbreaks and prompt injections

Reduce prompt leak

Keep Claude in character

Keep Claude in character with role prompting and prefilling

Reducing latency

The [Anthropic Console](https://console.anthropic.com/dashboard) features an **Evaluation tool** that allows you to test your prompts under various scenarios.

Using the Evaluation Tool

Admin API

These concepts are not unique to Anthropic’s language models, but we present a brief summary of key terms below.

Glossary

Model Deprecations

System status

Claude 3 model card

Anthropic Cookbook

Anthropic Courses

Anthropic Privacy Policy

Getting started

Anthropic services live at a fixed range of IP addresses. You can add these to your firewall to open the minimum amount of surface area for egress traffic when accessing the Anthropic API and Console. These ranges will not change without notice.

IP addresses

开始使用

了解 Claude

使用 Claude 构建

管理

测试和评估

资源

法律中心

减少幻觉

基本幻觉最小化策略

高级技术

开始使用

了解 Claude

使用 Claude 构建

管理

测试和评估

资源

法律中心

​基本幻觉最小化策略

​高级技术

基本幻觉最小化策略

高级技术