DeepSearcher combine des LLM de pointe (OpenAI o1, o3-mini, DeepSeek, Grok 3, Claude 4 Sonnet, Llama 4, QwQ, etc.) et des bases de données vectorielles (Milvus, Zilliz Cloud, etc.) pour effectuer des recherches, des évaluations et des raisonnements basés sur des données privées, fournissant des réponses très précises et des rapports complets.Particulièrement adapté à : la gestion des connaissances en entreprise, les systèmes intelligents de questions-réponses et les scénarios de recherche d’informations.
Inscrivez-vous et connectez-vous à JieKou.AI. En renseignant le code d’invitation 【YGHNZ0】 lors de l’inscription, vous pouvez obtenir une récompense d’inscription de 2 $.Ouvrez la page de gestion 【API key】, cliquez sur le bouton d’ajout, saisissez un nom de clé personnalisé, puis générez la clé API.
!Attention : la clé est stockée chiffrée côté serveur. Après sa création, elle ne pourra plus être consultée à nouveau. Veuillez la conserver soigneusement ; en cas de perte, vous devrez la supprimer dans la console et créer une nouvelle clé.
3. Modifier l’exemple de code pour intégrer le modèle JieKou.AI
L’exemple de code se trouve dans examples/basic_example.py. Vous pouvez utiliser cet exemple pour exécuter DeepSearcher.(1) Configurer l’API KeyDéfinissez l’API Key que vous venez d’obtenir dans la variable d’environnement locale JIEKOU_API_KEY.
export JIEKOU_API_KEY="YOUR_JIEKOU_API_KEY"
(2) Configurer le LLM et le modèle d’embeddingsAjoutez le code suivant après la ligne config = Configuration() dans l’exemple de code
(3) Configurer le chemin du fichier à rechercher et le promptChargez les fichiers depuis le chemin local spécifié et stockez leur contenu dans la collection. Modifiez le code à l’endroit où load_from_local_files est appelé. Vous pouvez utiliser le fichier examples/data/WhatisMilvus.pdf fourni par le projet, ou utiliser vos propres fichiers. Si vous souhaitez supprimer et recréer cette collection lors de l’exécution, vous pouvez définir force_new_collection sur True.
load_from_local_files( paths_or_directory=os.path.join(current_dir, "data/WhatisMilvus.pdf"), collection_name="milvus_docs", collection_description="All Milvus Documents", force_new_collection=True, # If you want to drop origin collection and create a new collection every time,set force_new_collection to True)question="Write a report comparing Milvus with other vector databases."
(4) Exécuter l’exemple de code depuis le répertoire racine du projet :
python examples/basic_example.py
Dernière modification le 10 juin 2026
{"docsConfig":{"theme":"aspen","$schema":"https://mintlify.com/docs.json","name":"接口AI 文档中心","colors":{"primary":"#000000","light":"#0071E3","dark":"#0071E3"},"logo":{"light":"https://mintcdn.com/jiekou/Mf1wGBLqNABiRgF8/logo/light.svg?fit=max\u0026auto=format\u0026n=Mf1wGBLqNABiRgF8\u0026q=85\u0026s=81df34bfa762625ad3a4e18f59a81a0e","dark":"https://mintcdn.com/jiekou/Mf1wGBLqNABiRgF8/logo/dark.svg?fit=max\u0026auto=format\u0026n=Mf1wGBLqNABiRgF8\u0026q=85\u0026s=b81968885d04f4c09c4058bad9c364e1","href":"https://jiekou.vip"},"favicon":"https://mintcdn.com/jiekou/M__ek7klV-HYX16k/favicon.ico?fit=max\u0026auto=format\u0026n=M__ek7klV-HYX16k\u0026q=85\u0026s=7fb1bfe34418ab40c7c6025450bf40e0","navbar":{"links":[{"href":"https://jiekou.vip/models-console/library","label":"控制台"}],"primary":{"type":"button","label":"官网首页","href":"https://jiekou.vip"}},"seo":{"indexing":"all"},"contextual":{"options":["copy","view","chatgpt","claude","perplexity","mcp","cursor","vscode"],"display":"header"},"metadata":{"timestamp":true},"styling":{"latex":true},"navigation":{"languages":[{"language":"zh","default":true,"href":"docs/announcement/announcement"},{"language":"en","href":"en/docs/announcement/announcement"},{"language":"es","href":"es/docs/announcement/announcement"},{"language":"pt-BR","href":"pt/docs/announcement/announcement"},{"language":"fr","href":"fr/docs/announcement/announcement"},{"language":"de","href":"de/docs/announcement/announcement"},{"language":"ja","href":"ja/docs/announcement/announcement"},{"language":"ru","href":"ru/docs/announcement/announcement"}]}},"deployment":{"deploymentMetadataValue":{"subdomain":"jiekou","hasAudioNarration":false,"actualSubdomain":"jiekou","customDomains":["docs.jiekou.ai"],"gitSource":{"type":"github","owner":"jiekouai","repo":"jiekou-docs","deployBranch":"main","contentDirectory":"","isPrivate":true,"mountPath":"","label":""},"chroma":{"liveDeploymentHistoryId":"6ad8825c16faa66f78bb29dc","collectionId":"8b465a02-2589-4cc4-be0d-1fa99874934f","schemaVersion":"v3","latestBuiltDeploymentHistoryId":"6ad8825c16faa66f78bb29dc"},"entitlements":{},"buildId":"6ad8825c16faa66f78bb29dc","clientVersion":"0.0.3964","searchFilterCounts":[{"language":"de","tag":"Leitfaden für Modelldienste","count":24},{"language":"zh","tag":"模型服务用户指南","count":24},{"language":"en","tag":"Model Service Guide","count":24},{"language":"es","tag":"Guía del servicio de modelos","count":24},{"language":"fr","tag":"Guide du service de modèles","count":24},{"language":"ja","tag":"モデルサービスガイド","count":24},{"language":"pt-BR","tag":"Guia do serviço de modelos","count":24},{"language":"ru","tag":"Руководство по сервису моделей","count":24},{"language":"zh","tag":"模型服务 API 手册","count":22},{"language":"en","tag":"Model Service API Reference","count":22},{"language":"de","tag":"API-Referenz für Modelldienste","count":19},{"language":"es","tag":"Referencia de API del servicio de modelos","count":19},{"language":"fr","tag":"Référence API du service de modèles","count":19},{"language":"ja","tag":"モデルサービス API リファレンス","count":19},{"language":"pt-BR","tag":"Referência da API do serviço de modelos","count":19},{"language":"ru","tag":"Справочник API сервиса моделей","count":19},{"language":"zh","tag":"账号用户指南","count":16},{"language":"en","tag":"Account Guide","count":16},{"language":"de","tag":"Kontoleitfaden","count":14},{"language":"es","tag":"Guía de cuenta","count":14},{"language":"fr","tag":"Guide du compte","count":14},{"language":"ja","tag":"アカウントガイド","count":14},{"language":"pt-BR","tag":"Guia da conta","count":14},{"language":"ru","tag":"Руководство по аккаунту","count":14},{"language":"de","tag":"Einrichtung von Drittanbieter-Tools","count":11},{"language":"zh","tag":"第三方工具配置","count":11},{"language":"en","tag":"Third-party Tool Setup","count":11},{"language":"es","tag":"Configuración de herramientas de terceros","count":11},{"language":"fr","tag":"Configuration des outils tiers","count":11},{"language":"ja","tag":"サードパーティツール設定","count":11},{"language":"pt-BR","tag":"Configuração de ferramentas de terceiros","count":11},{"language":"ru","tag":"Настройка сторонних инструментов","count":11},{"language":"de","tag":"LLM API","count":9},{"language":"zh","tag":"大语言模型 API","count":9},{"language":"en","tag":"LLM API","count":9},{"language":"es","tag":"API de LLM","count":9},{"language":"fr","tag":"API LLM","count":9},{"language":"ja","tag":"LLM API","count":9},{"language":"pt-BR","tag":"API de LLM","count":9},{"language":"ru","tag":"API больших языковых моделей","count":9},{"language":"zh","tag":"账号管理","count":8},{"language":"en","tag":"Account Management","count":8},{"language":"de","tag":"FAQ","count":7},{"language":"zh","tag":"常见问题","count":7},{"language":"en","tag":"FAQ","count":7},{"language":"es","tag":"Preguntas frecuentes","count":7},{"language":"fr","tag":"FAQ","count":7},{"language":"ja","tag":"FAQ","count":7},{"language":"pt-BR","tag":"Perguntas frequentes","count":7},{"language":"ru","tag":"Часто задаваемые вопросы","count":7},{"language":"de","tag":"Große Sprachmodelle","count":6},{"language":"de","tag":"Kontoverwaltung","count":6},{"language":"zh","tag":"大语言","count":6},{"language":"en","tag":"Large Language Models","count":6},{"language":"es","tag":"Modelos de lenguaje","count":6},{"language":"es","tag":"Gestión de cuenta","count":6},{"language":"fr","tag":"Grands modèles de langage","count":6},{"language":"fr","tag":"Gestion du compte","count":6},{"language":"ja","tag":"大規模言語モデル","count":6},{"language":"ja","tag":"アカウント管理","count":6},{"language":"pt-BR","tag":"Modelos de linguagem","count":6},{"language":"pt-BR","tag":"Gerenciamento da conta","count":6},{"language":"ru","tag":"Большие языковые модели","count":6},{"language":"ru","tag":"Управление аккаунтом","count":6},{"language":"de","tag":"Bilder","count":5},{"language":"zh","tag":"图像","count":5},{"language":"en","tag":"Images","count":5},{"language":"es","tag":"Imágenes","count":5},{"language":"fr","tag":"Images","count":5},{"language":"ja","tag":"画像","count":5},{"language":"pt-BR","tag":"Imagens","count":5},{"language":"ru","tag":"Изображения","count":5},{"language":"de","tag":"API-Grundlagen","count":4},{"language":"zh","tag":"API 基础","count":4},{"language":"en","tag":"API Basics","count":4},{"language":"es","tag":"Conceptos básicos de API","count":4},{"language":"fr","tag":"Bases de l'API","count":4},{"language":"ja","tag":"API の基本","count":4},{"language":"pt-BR","tag":"Noções básicas da API","count":4},{"language":"ru","tag":"Основы API","count":4}]},"assistantConfig":{},"hasChatPermissions":false,"hasWebMcpPermissions":false,"toggles":[{"name":"kill-isr","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-mintlify-slack","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-v7-file-tree","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-integrations-settings","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-pr-grouping","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"custom-prefix","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"analytics-v7","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"user-flows-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"no-publish-flow","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-onboarding","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"llms-txt-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"pause-universal-search-reconcile","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving-live","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"stripTemperatureMiddleware","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"per-site-search-delta","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"support-platform-pylon-zendesk","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"instant-rollback","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications-server","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-private-page-search","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-fable","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fixed-ai-action-pricing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automation-resolve-merge-conflict","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"scoped-publishing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"mintql","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"page-level-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-version-history-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-nav-generations","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-page-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workspace-projects","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"assistant-v5","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"byok-sep-25","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fork-pr-previews","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"revalidation-jwt","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"vite-origin","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-agent-model-picker","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-updated-9-15","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"hobby-abuse-scan","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"dashboard-inbox","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false}],"isAtlas":false,"googleFontsInlined":false},"customCss":[{"filePath":"global.css","content":"@keyframes unified-api-spin{0%{transform:rotate(0deg)}to{transform:rotate(360deg)}}[style*=\"#7c3aed\"],[style*=\"7c3aed\"],[style*=\"rgb(124, 58, 237)\"]{background-color:#f5f5f5!important;background:#f5f5f5!important}#navbar .nav-tabs-item[aria-current=location],#navbar .nav-tabs-item[data-active=true]{background-color:transparent!important;background:0 0!important}#sidebar [aria-selected=true],#sidebar [class*=active],#sidebar [data-active=true]{background-color:#f5f5f5!important}.table-container{overflow-x:scroll;box-shadow:3px 0 10px 0 rgba(25,85,140,.05)}.table-container table{margin-top:0}.table thead{background-color:#eef2f150}.table thead th{padding:8px 10px;text-align:left;white-space:nowrap}.table tbody td{padding:6px 10px}.table-big thead th{padding:12px 10px}.table-big tbody td{padding:10px}.table .list-col,.table .list-sub-col{position:relative;padding-left:31px;margin:0;text-align:left}.table .list-col::before{content:\"•\";position:absolute;left:18px;top:6px;color:#16b063b0}.table .list-sub-col{padding-left:46px}.table .list-sub-col::before{content:\"\";position:absolute;left:36px;top:15px;width:4px;height:4px;background-color:#16b06380}.table .list-grandson-col,.table .list-grandson-sub-col{position:relative;padding-left:60px;margin:0;text-align:left}.table .list-grandson-col::before,.table .list-grandson-sub-col::before{content:\"\";position:absolute;left:50px;top:15px;width:4px;height:4px;border-radius:100%;border:1px solid #16b06380}.table .list-grandson-sub-col{padding-left:66px}.table .list-grandson-sub-col::before{left:58px;top:16px;width:3px;height:3px;border:1px solid #16b06350}.table .type-desc{display:inline-block;margin-left:12px;color:#9e9c98b0}.table .type-desc-narrow{margin-left:4px}.table .delete{text-decoration:line-through}.table .deprecated,.table .new-field{display:inline-block;color:#f23030;margin-bottom:4px}.table .new-field{color:#22ad5c}.table .moved{margin-bottom:4px;color:#f27430}.table .inline-block,.table .moved{display:inline-block}.table .mt-1{margin-top:4px}.table .mt-2{margin-top:8px}.table .ml-0{margin-left:0}.model-id-item{padding:.125rem .5rem;color:#111827;font-size:.875em;font-weight:500;font-variant-ligatures:none;overflow-wrap:break-word;border-radius:var(--rounded-md, .375rem);background-color:rgb(var(--gray-100)/.5)}.param_text{font-size:14px}.param_frame{width:100%;padding:0 8px}.unified-api-container span[data-as=p]{display:block;margin-top:1.25em;margin-bottom:1.25em}.unified-api-inline-label{padding:2px 8px;border-radius:6px;background-color:#f1eff580;color:#111827;font-size:12px;font-family:var(--font-jetbrains-mono),ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,\"Liberation Mono\",\"Courier New\",monospace}.unified-api-selector-container{margin-bottom:16px}.unified-api-description{padding:6px 8px;font-size:15px;color:#4f4e4a;border-radius:6px;border-left:4px solid #fafafa;background-color:#fdfdfd}.unified-api-selector-label{display:block;margin-top:36px;margin-bottom:12px;font-size:15px;font-weight:500;color:#374151;line-height:1.25}.unified-api-selector-wrapper{position:relative;max-width:300px}.unified-api-selector-button{height:40px;width:100%;border-radius:6px;border:1px solid #d1d5db;background-color:#fff;padding:0 32px 0 12px;font-size:14px;color:#374151;outline:0;cursor:pointer;text-align:left;display:flex;align-items:center;justify-content:space-between;transition:border-color .2s ease-in-out,box-shadow .2s ease-in-out;box-shadow:0 1px 2px 0 rgba(0,0,0,.05);font-family:var(--font-jetbrains-mono),ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,\"Liberation Mono\",\"Courier New\",monospace}.unified-api-selector-button:hover{border-color:#9ca3af}.unified-api-selector-button:focus{border-color:#3b82f6;box-shadow:0 0 0 3px rgba(59,130,246,.1)}.unified-api-selector-arrow{transition:transform .2s ease-in-out}.unified-api-selector-arrow.open{transform:rotate(180deg)}.unified-api-selector-dropdown{position:absolute;top:100%;left:0;right:0;z-index:50;margin-top:4px;border-radius:6px;border:1px solid #d1d5db;background-color:#fff;box-shadow:0 10px 25px -3px rgba(0,0,0,.2),0 4px 10px -2px rgba(0,0,0,.15);max-height:275px;overflow:hidden}.unified-api-selector-dropdown::after{content:'';position:sticky;bottom:0;left:0;right:0;height:12px;background:linear-gradient(to top,#fff 0,rgba(255,255,255,.5) 50%,rgba(255,255,255,.3) 100%);z-index:10;pointer-events:none;display:block;margin-top:-12px}.unified-api-selector-option{padding:10px 12px;font-size:14px;color:#374151;cursor:pointer;background-color:#fff}.unified-api-selector-option:not(:last-child){margin-top:1px;margin-bottom:1px;border-bottom:1px solid #f5f5f5}.unified-api-selector-option.selected{background-color:#f3f4f6}.unified-api-selector-option:hover:not(.selected){background-color:#f8fafc}.dark .unified-api-selector-label{color:inherit}.dark .unified-api-search-container{background-color:#1f2937}.dark .unified-api-search-input,.dark .unified-api-selector-button{background-color:#1f2937;color:#e5e7eb}.dark .unified-api-selector-button{border:1px solid #4b5563;box-shadow:0 1px 2px 0 rgba(0,0,0,.3)}.dark .unified-api-selector-button:hover{border-color:#6b7280}.dark .unified-api-selector-button:focus{border-color:#3b82f6;box-shadow:0 0 0 3px rgba(59,130,246,.2)}.dark .unified-api-selector-dropdown{border:1px solid #4b5563;background-color:#1f2937;box-shadow:0 10px 25px -3px rgba(0,0,0,.4),0 4px 10px -2px rgba(0,0,0,.3)}.dark .unified-api-selector-dropdown::after{background:linear-gradient(to top,#1f2937 0,rgba(31,41,55,.5) 50%,rgba(31,41,55,.3) 100%)}.dark .unified-api-selector-option{color:#e5e7eb;background-color:#1f2937}.dark .unified-api-selector-option:not(:last-child){border-bottom:1px solid #374151}.dark .unified-api-selector-option.selected{background-color:#374151}.dark .unified-api-selector-option:hover:not(.selected){background-color:#2d3748}.dark .unified-api-description{padding:0;background-color:inherit;color:#e5e7eb;border-left:none}.unified-api-loading-container{display:flex;flex-direction:column;align-items:center;justify-content:center;padding:48px 24px;text-align:center}.unified-api-loading-spinner{width:32px;height:32px;border:3px solid #f3f4f6;border-top:3px solid #7c3aed;border-radius:50%;animation:unified-api-spin 1s linear infinite;margin-bottom:16px}.unified-api-loading-text{color:#6b7280;font-size:14px;margin:0}.unified-api-search-container{padding:8px 12px;border-bottom:1px solid #e5e7eb;background-color:#fefefe}.unified-api-search-input{width:100%;padding:8px 12px;border:1px solid #d1d5db;border-radius:4px;font-size:14px;background-color:#fff;color:#374151;outline:0;transition:border-color .2s ease}.unified-api-search-input:focus{border-color:#7c3aed;box-shadow:0 0 0 3px rgba(124,58,237,.1)}.unified-api-search-input::placeholder{color:#9ca3af}.unified-api-options-container{padding-bottom:12px;max-height:calc(275px - 48px);overflow-y:auto}.unified-api-no-results{padding:16px 12px;text-align:center;color:#6b7280;font-size:14px;font-style:italic}"}],"page":{"pagePath":"fr/docs/integration/deepsearcher","slug":"/fr/docs/integration/deepsearcher","pageMetadata":{"title":"DeepSearcher","og:title":"Guide JieKou.AI × DeepSearcher","description":null,"href":"/fr/docs/integration/deepsearcher"},"pageType":"default","mdx":{"mdxSource":{"compiledSource":"\"use strict\";const{Fragment:_Fragment,jsx:_jsx,jsxs:_jsxs}=arguments[0];const{useMDXComponents:_provideComponents}=arguments[0];function _createMdxContent(props){const _components={a:`a`,code:`code`,li:`li`,p:`p`,pre:`pre`,span:`span`,strong:`strong`,ul:`ul`,..._provideComponents(),...props.components},{CodeBlock,Heading,OptimizedImage}=_components;if(!CodeBlock)_missingMdxReference(`CodeBlock`,true);if(!Heading)_missingMdxReference(`Heading`,true);if(!OptimizedImage)_missingMdxReference(`OptimizedImage`,true);return _jsxs(_Fragment,{children:[_jsx(_components.p,{children:`DeepSearcher combine des LLM de pointe (OpenAI o1, o3-mini, DeepSeek, Grok 3, Claude 4 Sonnet, Llama 4, QwQ, etc.) et des bases de données vectorielles (Milvus, Zilliz Cloud, etc.) pour effectuer des recherches, des évaluations et des raisonnements basés sur des données privées, fournissant des réponses très précises et des rapports complets.`}),`\n`,_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Particulièrement adapté à :`}),` la gestion des connaissances en entreprise, les systèmes intelligents de questions-réponses et les scénarios de recherche d’informations.`]}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_1.png?fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=3bfbe56e6997032d94c0e3c37aa33702`,alt:`Example Image1`,\"data-og-width\":`1960`,width:`1960`,\"data-og-height\":`1636`,height:`1636`,\"data-path\":`images/deepsearch_1.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_1.png?w=280\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=9dc7caaf74881e69fd33db1a4e1eca33 280w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_1.png?w=560\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=61b67355b08749bad26d17702cd6c1f9 560w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_1.png?w=840\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=93ba0b254161bf2f2fb56cf4f8d79f48 840w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_1.png?w=1100\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=c57c0072ae4f73f7d95b3648a721acd9 1100w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_1.png?w=1650\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=c48b041d8aec45dd26ab635864f8950e 1650w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_1.png?w=2500\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=097e2ab2d17cc5b8db6893fa8e6dc30a 2500w`}),`\n`,_jsx(Heading,{level:`2`,id:`1-obtenir-les-informations-de-configuration-jiekou-ai`,children:`1. Obtenir les informations de configuration JieKou.AI`}),`\n`,_jsx(Heading,{level:`3`,id:`1-obtenir-une-clé-api-après-l’inscription`,children:`(1) Obtenir une clé API après l’inscription`}),`\n`,_jsx(_components.p,{children:`Inscrivez-vous et connectez-vous à JieKou.AI. En renseignant le code d’invitation 【YGHNZ0】 lors de l’inscription, vous pouvez obtenir une récompense d’inscription de 2 $.`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=ca878d25d643316d41367137b72b4a28`,alt:`Example Image2`,\"data-og-width\":`1920`,width:`1920`,\"data-og-height\":`816`,height:`816`,\"data-path\":`images/common_jiekou_homepage.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?w=280\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=c096ae1da656b8c862609d5da4d865c0 280w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?w=560\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=fd382fda38265545b01a265e79872846 560w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?w=840\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=f67b70957216af8b3e7a5977f5b5034a 840w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?w=1100\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=9ae87c8ca8f575e54b092bc342e1c22a 1100w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?w=1650\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=f9c2737d628e9e753b86a347e0d4813a 1650w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?w=2500\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=fa35bd8ba2808601a9c7191b5520fdf4 2500w`}),`\n`,_jsx(_components.p,{children:`Ouvrez la page de gestion 【API key】, cliquez sur le bouton d’ajout, saisissez un nom de clé personnalisé, puis générez la clé API.`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=c9e84d535312e3f853410855663fd2e7`,alt:`Example Image3`,\"data-og-width\":`1893`,width:`1893`,\"data-og-height\":`1056`,height:`1056`,\"data-path\":`images/common_apikey_menu.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?w=280\u0026fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=5ceb4753969c68eca81715725c672614 280w, https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?w=560\u0026fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=788c5fecd67d38362677c17ffcc4bd6b 560w, https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?w=840\u0026fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=5019b93e87178e95ef47449f287bff6b 840w, https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?w=1100\u0026fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=3ef20d91dcdeb585ab3454d933788df7 1100w, https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?w=1650\u0026fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=066207e11ec63dcaf74be042a2042240 1650w, https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?w=2500\u0026fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=7415477787f1f5a27f922ae2e78432fa 2500w`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_4.png?fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=596560f4e89d33cc1dc70e6b366481a5`,alt:`Example Image4`,\"data-og-width\":`1869`,width:`1869`,\"data-og-height\":`936`,height:`936`,\"data-path\":`images/deepsearch_4.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_4.png?w=280\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=7c86965c928588d096229ce8f9012c53 280w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_4.png?w=560\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=6666d8075fe5fc10ccce2e707e00aafd 560w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_4.png?w=840\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=2de6e43d6b6178acbf763de1057e9e95 840w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_4.png?w=1100\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=614c177cf5f696a76a104a43d7619e0e 1100w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_4.png?w=1650\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=8f5f1f31dd5eca9dcfdbe854e13de716 1650w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/deepsearch_4.png?w=2500\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=470afca8c1232b8cabad7851adb8a51c 2500w`}),`\n`,_jsx(Heading,{level:`3`,id:`2-générer-et-enregistrer-la-clé-api`,children:`(2) Générer et enregistrer la clé API`}),`\n`,_jsx(_components.p,{children:`!Attention : la clé est stockée chiffrée côté serveur. Après sa création, elle ne pourra plus être consultée à nouveau. Veuillez la conserver soigneusement ; en cas de perte, vous devrez la supprimer dans la console et créer une nouvelle clé.`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=30053211224f16298aefbe8602e71089`,alt:`Example Image5`,\"data-og-width\":`1909`,width:`1909`,\"data-og-height\":`906`,height:`906`,\"data-path\":`images/common_apikey_save.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=280\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=e00d49076738f1f49932d65ad63dae89 280w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=560\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=75e94eb42a7908f2447d046ec787a169 560w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=840\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=98f0d28470f57642346820484f396dd6 840w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=1100\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=3b24e7f8dccec9f4332c94bec5e8ae65 1100w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=1650\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=f7d9d3807ae7acb4f29a37b3d93da07f 1650w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=2500\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=95e16ca97be77d0f9021b2c9379fba2f 2500w`}),`\n`,_jsx(Heading,{level:`3`,id:`3-obtenir-l’id-du-modèle-à-utiliser`,children:`(3) Obtenir l’ID du modèle à utiliser`}),`\n`,_jsx(_components.p,{children:`Dans la place de marché des modèles de JieKou.AI, trouvez le modèle que vous souhaitez utiliser, puis copiez l’ID du modèle et l’URL de base.`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=29c3faf0dd833d9b8bbee105c96c80f1`,alt:`Example Image6`,\"data-og-width\":`1894`,width:`1894`,\"data-og-height\":`887`,height:`887`,\"data-path\":`images/common_model_square-gemini-3-pro.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?w=280\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=517d8efab995c8bce423f689bc3d387b 280w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?w=560\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=89532669305d19d9568d1d322b27dd70 560w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?w=840\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=87aeabc880cef2f0a2a5602b6c6b9315 840w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?w=1100\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=d1be176cd1ecdd229af0f474e0a9439d 1100w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?w=1650\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=7fef709f3a118f5da26a760b992adf8d 1650w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?w=2500\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=cfc441137129ef83a8b007d29b465a13 2500w`}),`\n`,_jsxs(_components.ul,{children:[`\n`,_jsx(_components.li,{children:`Gemini-3-pro-preview`}),`\n`,_jsx(_components.li,{children:`Gemini-2.5-pro`}),`\n`,_jsx(_components.li,{children:`Claude-sonnet-4-5`}),`\n`,_jsx(_components.li,{children:`Gpt-5.1`}),`\n`,_jsx(_components.li,{children:`Gpt-4o`}),`\n`]}),`\n`,_jsxs(_components.p,{children:[`Pour les autres ID de modèles, les contextes maximaux et les tarifs, consultez : `,_jsx(_components.a,{href:`https://jiekou.ai/models-console/library?auth_res=success\u0026is_reg=false`,children:`Modèles`})]}),`\n`,_jsx(Heading,{level:`2`,id:`2-installer-deepsearcher`,children:`2. Installer DeepSearcher`}),`\n`,_jsxs(_components.p,{children:[`Pour le guide d’installation détaillé, consultez : `,_jsx(_components.a,{href:`https://github.com/zilliztech/deep-searcher`,children:`https://github.com/zilliztech/deep-searcher`})]}),`\n`,_jsx(_components.p,{children:`(1) Cloner le dépôt`}),`\n`,_jsx(CodeBlock,{numberOfLines:`3`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`3`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`git clone https://github.com/zilliztech/deep-searcher.git`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`cd deep-searcher`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsx(_components.p,{children:`(2) Créer un environnement virtuel et l’activer`}),`\n`,_jsx(CodeBlock,{numberOfLines:`4`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`4`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`#MAKE SURE the python version is greater than or equal to 3.10`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`python3 -m venv .venv`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`source .venv/bin/activate`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsx(_components.p,{children:`(3) Installer les dépendances`}),`\n`,_jsx(CodeBlock,{numberOfLines:`2`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`2`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`pip install -e .`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsx(Heading,{level:`2`,id:`3-modifier-l’exemple-de-code-pour-intégrer-le-modèle-jiekou-ai`,children:`3. Modifier l’exemple de code pour intégrer le modèle JieKou.AI`}),`\n`,_jsxs(_components.p,{children:[`L’exemple de code se trouve dans `,_jsx(_components.code,{children:`examples/basic_example.py`}),`. Vous pouvez utiliser cet exemple pour exécuter DeepSearcher.`]}),`\n`,_jsx(_components.p,{children:`(1) Configurer l’API Key`}),`\n`,_jsxs(_components.p,{children:[`Définissez l’API Key que vous venez d’obtenir dans la variable d’environnement locale `,_jsx(_components.code,{children:`JIEKOU_API_KEY`}),`.`]}),`\n`,_jsx(CodeBlock,{numberOfLines:`2`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`2`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`export JIEKOU_API_KEY=\"YOUR_JIEKOU_API_KEY\"`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsx(_components.p,{children:`(2) Configurer le LLM et le modèle d’embeddings`}),`\n`,_jsxs(_components.p,{children:[`Ajoutez le code suivant après la ligne `,_jsx(_components.code,{children:`config = Configuration()`}),` dans l’exemple de code`]}),`\n`,_jsx(CodeBlock,{numberOfLines:`3`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`3`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`config.set_provider_config(\"llm\", \"JiekouAI\", {\"model\": \"claude-sonnet-4-5-20250929\"})`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`config.set_provider_config(\"embedding\", \"JiekouAIEmbedding\", {\"model\": \"qwen/qwen3-embedding-8b\"})`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsx(_components.p,{children:`(3) Configurer le chemin du fichier à rechercher et le prompt`}),`\n`,_jsxs(_components.p,{children:[`Chargez les fichiers depuis le chemin local spécifié et stockez leur contenu dans la collection. Modifiez le code à l’endroit où `,_jsx(_components.code,{children:`load_from_local_files`}),` est appelé. Vous pouvez utiliser le fichier `,_jsx(_components.code,{children:`examples/data/WhatisMilvus.pdf`}),` fourni par le projet, ou utiliser vos propres fichiers. Si vous souhaitez supprimer et recréer cette collection lors de l’exécution, vous pouvez définir `,_jsx(_components.code,{children:`force_new_collection`}),` sur `,_jsx(_components.code,{children:`True`}),`.`]}),`\n`,_jsx(CodeBlock,{numberOfLines:`8`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`8`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`load_from_local_files(`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:` paths_or_directory=os.path.join(current_dir, \"data/WhatisMilvus.pdf\"),`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:` collection_name=\"milvus_docs\",`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:` collection_description=\"All Milvus Documents\",`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:` force_new_collection=True, # If you want to drop origin collection and create a new collection every time,set force_new_collection to True`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`)`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`question=\"Write a report comparing Milvus with other vector databases.\"`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsx(_components.p,{children:`(4) Exécuter l’exemple de code depuis le répertoire racine du projet :`}),`\n`,_jsx(CodeBlock,{numberOfLines:`2`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`2`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`python examples/basic_example.py`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"config":{},"pageMetadata":{"title":"DeepSearcher","og:title":"Guide JieKou.AI × DeepSearcher","description":null,"href":"/fr/docs/integration/deepsearcher"}}},"mdxSourceWithNoJs":null},"mdxExtracts":{"tableOfContents":[{"title":"1. Obtenir les informations de configuration JieKou.AI","slug":"1-obtenir-les-informations-de-configuration-jiekou-ai","depth":2,"children":[{"title":"(1) Obtenir une clé API après l’inscription","slug":"1-obtenir-une-clé-api-après-l’inscription","depth":3,"children":[]},{"title":"(2) Générer et enregistrer la clé API","slug":"2-générer-et-enregistrer-la-clé-api","depth":3,"children":[]},{"title":"(3) Obtenir l’ID du modèle à utiliser","slug":"3-obtenir-l’id-du-modèle-à-utiliser","depth":3,"children":[]}]},{"title":"2. Installer DeepSearcher","slug":"2-installer-deepsearcher","depth":2,"children":[]},{"title":"3. Modifier l’exemple de code pour intégrer le modèle JieKou.AI","slug":"3-modifier-l’exemple-de-code-pour-intégrer-le-modèle-jiekou-ai","depth":2,"children":[]}],"codeExamples":{}},"jsLinks":["/_mintlify/custom/jiekou/66d6c24ef801984b/scripts/remoteData.js","/_mintlify/custom/jiekou/8ae569e8e123640c/scripts/gen-web-info/config.js","/_mintlify/custom/jiekou/2b947a82b530b471/scripts/gen-web-info/index.js"],"subdomain":"jiekou","siteName":"接口AI 文档中心","title":"Guide JieKou.AI × DeepSearcher","navMaps":{"firstHrefInVersion":{},"firstHrefInLanguage":{"zh":{"href":"/docs/integration/deepsearcher","matchLevel":1},"en":{"href":"/en/docs/integration/deepsearcher","matchLevel":1},"es":{"href":"/es/docs/integration/deepsearcher","matchLevel":1},"pt-BR":{"href":"/pt/docs/integration/deepsearcher","matchLevel":1},"fr":{"href":"/fr/docs/integration/deepsearcher","matchLevel":0},"de":{"href":"/de/docs/integration/deepsearcher","matchLevel":1},"ja":{"href":"/ja/docs/integration/deepsearcher","matchLevel":1},"ru":{"href":"/ru/docs/integration/deepsearcher","matchLevel":1}}},"lastModified":"2026-10-21T09:14:24.997Z","gitLastModified":"2026-06-10T07:50:00.000Z","originalFileLocation":"fr/docs/integration/deepsearcher.mdx","locale":"fr"},"headHtml":"\u003cscript data-mint-head>(function(){var d=document.documentElement,p=null;if(!p){try{p=localStorage.getItem(\"isDarkMode\")}catch(e){}if(p==='true')p='dark';else if(p==='false')p='light';if(p!=='light'\u0026\u0026p!=='dark'\u0026\u0026p!=='system')p=\"system\"}var r=p==='system'?(matchMedia(\"(prefers-color-scheme: dark)\").matches?'dark':'light'):p;d.classList.remove(r==='dark'?'light':'dark');d.classList.add(r);d.setAttribute(\"data-theme-preference\",p)})();\u003c/script>\u003cmeta data-mint-head name=\"application-name\" content=\"接口AI 文档中心\">\u003cmeta data-mint-head name=\"generator\" content=\"Mintlify\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/mintlify-assets/_mintlify/favicons/jiekou/oOvNr3EXOz4PkTkF/_generated/favicon/android-chrome-192x192.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"/mintlify-assets/_mintlify/favicons/jiekou/oOvNr3EXOz4PkTkF/_generated/favicon/apple-touch-icon.png\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/mintlify-assets/_mintlify/favicons/jiekou/oOvNr3EXOz4PkTkF/_generated/favicon/favicon-16x16.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/mintlify-assets/_mintlify/favicons/jiekou/oOvNr3EXOz4PkTkF/_generated/favicon/favicon-32x32.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/mintlify-assets/_mintlify/favicons/jiekou/oOvNr3EXOz4PkTkF/_generated/favicon/favicon.ico\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/mintlify-assets/_mintlify/favicons/jiekou/oOvNr3EXOz4PkTkF/_generated/favicon-dark/android-chrome-192x192.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/mintlify-assets/_mintlify/favicons/jiekou/oOvNr3EXOz4PkTkF/_generated/favicon-dark/favicon-16x16.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/mintlify-assets/_mintlify/favicons/jiekou/oOvNr3EXOz4PkTkF/_generated/favicon-dark/favicon-32x32.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/mintlify-assets/_mintlify/favicons/jiekou/oOvNr3EXOz4PkTkF/_generated/favicon-dark/favicon.ico\" media=\"(prefers-color-scheme: dark)\">\u003cmeta data-mint-head property=\"og:title\" content=\"Guide JieKou.AI × DeepSearcher\">\u003cmeta data-mint-head property=\"og:site_name\" content=\"接口AI 文档中心\">\u003cmeta data-mint-head property=\"og:url\" content=\"https://docs.jiekou.ai/fr/docs/integration/deepsearcher\">\u003cmeta data-mint-head property=\"og:type\" content=\"website\">\u003cmeta data-mint-head property=\"og:image\" content=\"https://jiekou.mintlify.app/_mintlify/api/og/v2?division=Configuration+des+outils+tiers\u0026amp;title=DeepSearcher\u0026amp;theme=23791efa182c1f70f1efca08\u0026amp;signature=c4c83a29f2d41fd89c29d10298f451801d93760a0718a1f3fd61d17344436fdc\">\u003cmeta data-mint-head property=\"og:image:width\" content=\"1200\">\u003cmeta data-mint-head property=\"og:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"twitter:card\" content=\"summary_large_image\">\u003cmeta data-mint-head name=\"twitter:title\" content=\"Guide JieKou.AI × DeepSearcher\">\u003cmeta data-mint-head name=\"twitter:image\" content=\"https://jiekou.mintlify.app/_mintlify/api/og/v2?division=Configuration+des+outils+tiers\u0026amp;title=DeepSearcher\u0026amp;theme=23791efa182c1f70f1efca08\u0026amp;signature=c4c83a29f2d41fd89c29d10298f451801d93760a0718a1f3fd61d17344436fdc\">\u003cmeta data-mint-head name=\"twitter:image:width\" content=\"1200\">\u003cmeta data-mint-head name=\"twitter:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"msapplication-config\" content=\"/mintlify-assets/_mintlify/favicons/jiekou/oOvNr3EXOz4PkTkF/_generated/favicon/browserconfig.xml\">\u003cmeta data-mint-head name=\"apple-mobile-web-app-title\" content=\"接口AI 文档中心\">\u003cmeta data-mint-head name=\"msapplication-TileColor\" content=\"#000000\">\u003clink data-mint-head rel=\"canonical\" href=\"https://docs.jiekou.ai/fr/docs/integration/deepsearcher\">\u003clink data-mint-head rel=\"alternate\" type=\"application/xml\" href=\"/sitemap.xml\">\u003clink data-mint-head rel=\"alternate\" type=\"text/markdown\" href=\"/fr/docs/integration/deepsearcher.md\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"fr\" href=\"https://docs.jiekou.ai/fr/docs/integration/deepsearcher\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"zh\" href=\"https://docs.jiekou.ai/docs/integration/deepsearcher\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"en\" href=\"https://docs.jiekou.ai/en/docs/integration/deepsearcher\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"es\" href=\"https://docs.jiekou.ai/es/docs/integration/deepsearcher\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"pt-BR\" href=\"https://docs.jiekou.ai/pt/docs/integration/deepsearcher\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"de\" href=\"https://docs.jiekou.ai/de/docs/integration/deepsearcher\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"ja\" href=\"https://docs.jiekou.ai/ja/docs/integration/deepsearcher\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"ru\" href=\"https://docs.jiekou.ai/ru/docs/integration/deepsearcher\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"x-default\" href=\"https://docs.jiekou.ai/docs/integration/deepsearcher\">\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https://docs.jiekou.ai/#organization\",\"name\":\"接口AI 文档中心\",\"url\":\"https://docs.jiekou.ai\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https://mintcdn.com/jiekou/Mf1wGBLqNABiRgF8/logo/light.svg?fit=max\u0026auto=format\u0026n=Mf1wGBLqNABiRgF8\u0026q=85\u0026s=81df34bfa762625ad3a4e18f59a81a0e\"}},{\"@type\":\"WebSite\",\"@id\":\"https://docs.jiekou.ai#website\",\"name\":\"接口AI 文档中心\",\"url\":\"https://docs.jiekou.ai\",\"publisher\":{\"@id\":\"https://docs.jiekou.ai/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https://docs.jiekou.ai/fr/docs/integration/deepsearcher#webpage\",\"url\":\"https://docs.jiekou.ai/fr/docs/integration/deepsearcher\",\"name\":\"DeepSearcher\",\"dateModified\":\"2026-06-10T07:50:00.000Z\",\"isPartOf\":{\"@id\":\"https://docs.jiekou.ai#website\"},\"breadcrumb\":{\"@id\":\"https://docs.jiekou.ai/fr/docs/integration/deepsearcher#breadcrumb\"}},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://docs.jiekou.ai/fr/docs/integration/deepsearcher#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Configuration des outils tiers\",\"item\":\"https://docs.jiekou.ai/fr/docs/integration/cc-switch\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"DeepSearcher\",\"item\":\"https://docs.jiekou.ai/fr/docs/integration/deepsearcher\"}]},{\"@type\":[\"Article\",\"TechArticle\"],\"@id\":\"https://docs.jiekou.ai/fr/docs/integration/deepsearcher#article\",\"headline\":\"DeepSearcher\",\"name\":\"DeepSearcher\",\"url\":\"https://docs.jiekou.ai/fr/docs/integration/deepsearcher\",\"mainEntityOfPage\":{\"@id\":\"https://docs.jiekou.ai/fr/docs/integration/deepsearcher#webpage\"},\"dateModified\":\"2026-06-10T07:50:00.000Z\",\"publisher\":{\"@id\":\"https://docs.jiekou.ai/#organization\"},\"isPartOf\":{\"@id\":\"https://docs.jiekou.ai#website\"}}]}\u003c/script>\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@type\":\"WebSite\",\"name\":\"接口AI 文档中心\",\"creator\":{\"@type\":\"Organization\",\"name\":\"Mintlify\",\"url\":\"https://mintlify.com\"}}\u003c/script>","siteName":"接口AI 文档中心","nav":{"global":null,"languages":[{"language":"zh","default":true,"pages":[{"title":"zh","href":"/docs/integration/deepsearcher"}]},{"language":"en","pages":[{"title":"en","href":"/en/docs/integration/deepsearcher"}]},{"language":"es","pages":[{"title":"es","href":"/es/docs/integration/deepsearcher"}]},{"language":"pt-BR","pages":[{"title":"pt-BR","href":"/pt/docs/integration/deepsearcher"}]},{"language":"fr","tabs":[{"tab":"Annonces produit","pages":[{"title":"Annonces produit","href":"/fr/docs/announcement/announcement"}]},{"tab":"Guide du service de modèles","groups":[{"group":"Bien démarrer","pages":[{"title":"Introduction","href":"/fr/docs/model/overview"}]},{"group":"API LLM","pages":[{"title":"Grands modèles de langage","href":"/fr/docs/model/llm"},{"title":"Modèles recommandés","href":"/fr/docs/model/llm-recommended"},{"title":"Modèles vision-langage","href":"/fr/docs/model/visual"},{"title":"Modèles de raisonnement","href":"/fr/docs/model/inference"},{"title":"Appel d’outils (Function Calling)","sidebarTitle":"Function Calling","href":"/fr/docs/model/llm-function-calling"},{"title":"Sorties structurées (Structured Outputs)","sidebarTitle":"Sorties structurées","href":"/fr/docs/model/llm-structured-outputs"},{"title":"Limitation du débit d’appels (Rate Limits)","sidebarTitle":"Limitation du débit d’appels","href":"/fr/docs/model/llm-rate-limits"},{"title":"Surveillance des grands modèles de langage","href":"/fr/docs/model/llm-api-metrics"},{"title":"Compatibilité avec le SDK Anthropic","href":"/fr/docs/model/llm-anthropic-compatibility"}]},{"group":"Fournisseurs de modèles","pages":[{"title":"Gemini","href":"/fr/docs/providers/gemini"},{"title":"Anthropic","href":"/fr/docs/providers/anthropic"}]},{"group":"Fonctionnalités des modèles","pages":[{"title":"Mise en cache des prompts","href":"/fr/docs/feature/prompt-caching"}]},{"group":"Configuration des outils tiers","pages":[{"title":"CC Switch","href":"/fr/docs/integration/cc-switch"},{"title":"Chatbox","href":"/fr/docs/integration/chatbox"},{"title":"Claude Code","href":"/fr/docs/integration/claudecode"},{"title":"OpenAI Codex CLI","href":"/fr/docs/integration/codex"},{"title":"DeepChat","href":"/fr/docs/integration/deepchat"},{"title":"LangBot","href":"/fr/docs/integration/langbot"},{"title":"RAGFlow","href":"/fr/docs/integration/ragflow"},{"title":"OpenManus","description":null,"href":"/fr/docs/integration/openmanus"},{"title":"DeepSearcher","href":"/fr/docs/integration/deepsearcher"},{"title":"OpenCode","description":null,"href":"/fr/docs/integration/opencode"},{"title":"OpenClaw","href":"/fr/docs/integration/openclaw"}]}]},{"tab":"Référence API du service de modèles","pages":[{"title":"Référence API du service de modèles","href":"/fr/docs/models/reference-authentication"}]},{"tab":"Guide du compte","pages":[{"title":"Guide du compte","href":"/fr/docs/support/quickstart"}]}]},{"language":"de","pages":[{"title":"de","href":"/de/docs/integration/deepsearcher"}]},{"language":"ja","pages":[{"title":"ja","href":"/ja/docs/integration/deepsearcher"}]},{"language":"ru","pages":[{"title":"ru","href":"/ru/docs/integration/deepsearcher"}]}]},"title":"Guide JieKou.AI × DeepSearcher","buildId":"dpl_HcHmUS6i3UwswnTHJUEdcTtwfdTQ","deploymentId":"dpl_HcHmUS6i3UwswnTHJUEdcTtwfdTQ","dynamics":["a74be98ba7"],"chunks":["zoom-image-lightbox-CFBqa0On.js","lightbox-handle-r17bVUz3.js"]}
