diff --git a/docs/ar/changelog.mdx b/docs/ar/changelog.mdx
index acbb285bf..03559692f 100644
--- a/docs/ar/changelog.mdx
+++ b/docs/ar/changelog.mdx
@@ -4,6 +4,54 @@ description: "تحديثات المنتج والتحسينات وإصلاحات
icon: "clock"
mode: "wide"
---
+
+ ## v1.14.3
+
+ [عرض الإصدار على GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.3)
+
+ ## ما الذي تغير
+
+ ### الميزات
+ - إضافة أحداث دورة الحياة لعمليات نقطة التحقق
+ - إضافة دعم لـ e2b
+ - الرجوع إلى DefaultAzureCredential عند عدم توفير مفتاح API في تكامل Azure
+ - إضافة دعم Bedrock V4
+ - إضافة أدوات Daytona sandbox لوظائف محسّنة
+ - إضافة دعم نقطة التحقق والتفرع للوكلاء المستقلين
+
+ ### إصلاحات الأخطاء
+ - إصلاح execution_id ليكون منفصلًا عن state.id
+ - حل مشكلة إعادة تشغيل أحداث الطريقة المسجلة عند استئناف نقطة التحقق
+ - إصلاح تسلسل مراجع class initial_state كـ JSON schema
+ - الحفاظ على مهارات الوكلاء التي تحتوي على بيانات وصفية فقط
+ - تمرير أسماء @CrewBase الضمنية إلى أحداث الطاقم
+ - دمج بيانات التنفيذ عند تهيئة دفعة مكررة
+ - إصلاح تسلسل حقول مراجع class Task لنقاط التحقق
+ - التعامل مع نتيجة BaseModel في حلقة إعادة المحاولة guardrail
+ - الحفاظ على thought_signature في استدعاءات أدوات Gemini للبث
+ - إصدار task_started عند استئناف التفرع وإعادة تصميم واجهة المستخدم النصية لنقطة التحقق
+ - استخدام تواريخ مستقبلية في اختبارات تقليم نقطة التحقق لمنع الفشل المعتمد على الوقت
+ - إصلاح ترتيب التشغيل الجاف والتعامل مع الفرع القديم الذي تم التحقق منه في إصدار أدوات التطوير
+ - ترقية lxml إلى >=6.1.0 لرقعة الأمان
+ - رفع python-dotenv إلى >=1.2.2 لرقعة الأمان
+
+ ### الوثائق
+ - تحديث سجل التغييرات والإصدار لـ v1.14.3
+ - إضافة صفحة "بناء باستخدام الذكاء الاصطناعي" وتحديث التنقل لجميع اللغات
+ - إزالة الأسئلة الشائعة حول التسعير من صفحة البناء باستخدام الذكاء الاصطناعي عبر جميع المواقع
+
+ ### الأداء
+ - تحسين MCP SDK وأنواع الأحداث لتقليل بدء التشغيل البارد بنسبة ~29%
+
+ ### إعادة الهيكلة
+ - إعادة هيكلة مساعدي نقطة التحقق للقضاء على التكرار وتشديد تلميحات نوع الحالة
+
+ ## المساهمون
+
+ @MatthiasHowellYopp, @akaKuruma, @alex-clawd, @github-actions[bot], @github-advanced-security[bot], @greysonlalonde, @iris-clawd, @lorenzejay, @mattatcha, @renatonitta
+
+
+
## v1.14.3a3
diff --git a/docs/docs.json b/docs/docs.json
index e2fe48ff0..76d43b4e3 100644
--- a/docs/docs.json
+++ b/docs/docs.json
@@ -56,7 +56,7 @@
},
"versions": [
{
- "version": "v1.14.2",
+ "version": "v1.14.3",
"default": true,
"tabs": [
{
@@ -532,6 +532,482 @@
}
]
},
+ {
+ "version": "v1.14.2",
+ "tabs": [
+ {
+ "tab": "Home",
+ "icon": "house",
+ "groups": [
+ {
+ "group": "Welcome",
+ "pages": [
+ "index"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "Documentation",
+ "icon": "book-open",
+ "groups": [
+ {
+ "group": "Get Started",
+ "pages": [
+ "en/introduction",
+ "en/guides/coding-tools/build-with-ai",
+ "en/skills",
+ "en/installation",
+ "en/quickstart"
+ ]
+ },
+ {
+ "group": "Guides",
+ "pages": [
+ {
+ "group": "Strategy",
+ "icon": "compass",
+ "pages": [
+ "en/guides/concepts/evaluating-use-cases"
+ ]
+ },
+ {
+ "group": "Agents",
+ "icon": "user",
+ "pages": [
+ "en/guides/agents/crafting-effective-agents"
+ ]
+ },
+ {
+ "group": "Crews",
+ "icon": "users",
+ "pages": [
+ "en/guides/crews/first-crew"
+ ]
+ },
+ {
+ "group": "Flows",
+ "icon": "code-branch",
+ "pages": [
+ "en/guides/flows/first-flow",
+ "en/guides/flows/mastering-flow-state"
+ ]
+ },
+ {
+ "group": "Tools",
+ "icon": "wrench",
+ "pages": [
+ "en/guides/tools/publish-custom-tools"
+ ]
+ },
+ {
+ "group": "Coding Tools",
+ "icon": "terminal",
+ "pages": [
+ "en/guides/coding-tools/agents-md",
+ "en/guides/coding-tools/build-with-ai"
+ ]
+ },
+ {
+ "group": "Advanced",
+ "icon": "gear",
+ "pages": [
+ "en/guides/advanced/customizing-prompts",
+ "en/guides/advanced/fingerprinting"
+ ]
+ },
+ {
+ "group": "Migration",
+ "icon": "shuffle",
+ "pages": [
+ "en/guides/migration/migrating-from-langgraph"
+ ]
+ }
+ ]
+ },
+ {
+ "group": "Core Concepts",
+ "pages": [
+ "en/concepts/agents",
+ "en/concepts/agent-capabilities",
+ "en/concepts/tasks",
+ "en/concepts/crews",
+ "en/concepts/flows",
+ "en/concepts/production-architecture",
+ "en/concepts/knowledge",
+ "en/concepts/skills",
+ "en/concepts/llms",
+ "en/concepts/files",
+ "en/concepts/processes",
+ "en/concepts/collaboration",
+ "en/concepts/training",
+ "en/concepts/memory",
+ "en/concepts/reasoning",
+ "en/concepts/planning",
+ "en/concepts/testing",
+ "en/concepts/cli",
+ "en/concepts/tools",
+ "en/concepts/event-listener",
+ "en/concepts/checkpointing"
+ ]
+ },
+ {
+ "group": "MCP Integration",
+ "pages": [
+ "en/mcp/overview",
+ "en/mcp/dsl-integration",
+ "en/mcp/stdio",
+ "en/mcp/sse",
+ "en/mcp/streamable-http",
+ "en/mcp/multiple-servers",
+ "en/mcp/security"
+ ]
+ },
+ {
+ "group": "Tools",
+ "pages": [
+ "en/tools/overview",
+ {
+ "group": "File & Document",
+ "icon": "folder-open",
+ "pages": [
+ "en/tools/file-document/overview",
+ "en/tools/file-document/filereadtool",
+ "en/tools/file-document/filewritetool",
+ "en/tools/file-document/pdfsearchtool",
+ "en/tools/file-document/docxsearchtool",
+ "en/tools/file-document/mdxsearchtool",
+ "en/tools/file-document/xmlsearchtool",
+ "en/tools/file-document/txtsearchtool",
+ "en/tools/file-document/jsonsearchtool",
+ "en/tools/file-document/csvsearchtool",
+ "en/tools/file-document/directorysearchtool",
+ "en/tools/file-document/directoryreadtool",
+ "en/tools/file-document/ocrtool",
+ "en/tools/file-document/pdf-text-writing-tool"
+ ]
+ },
+ {
+ "group": "Web Scraping & Browsing",
+ "icon": "globe",
+ "pages": [
+ "en/tools/web-scraping/overview",
+ "en/tools/web-scraping/scrapewebsitetool",
+ "en/tools/web-scraping/scrapeelementfromwebsitetool",
+ "en/tools/web-scraping/scrapflyscrapetool",
+ "en/tools/web-scraping/seleniumscrapingtool",
+ "en/tools/web-scraping/scrapegraphscrapetool",
+ "en/tools/web-scraping/spidertool",
+ "en/tools/web-scraping/browserbaseloadtool",
+ "en/tools/web-scraping/hyperbrowserloadtool",
+ "en/tools/web-scraping/stagehandtool",
+ "en/tools/web-scraping/firecrawlcrawlwebsitetool",
+ "en/tools/web-scraping/firecrawlscrapewebsitetool",
+ "en/tools/web-scraping/oxylabsscraperstool",
+ "en/tools/web-scraping/brightdata-tools"
+ ]
+ },
+ {
+ "group": "Search & Research",
+ "icon": "magnifying-glass",
+ "pages": [
+ "en/tools/search-research/overview",
+ "en/tools/search-research/serperdevtool",
+ "en/tools/search-research/bravesearchtool",
+ "en/tools/search-research/exasearchtool",
+ "en/tools/search-research/linkupsearchtool",
+ "en/tools/search-research/githubsearchtool",
+ "en/tools/search-research/websitesearchtool",
+ "en/tools/search-research/codedocssearchtool",
+ "en/tools/search-research/youtubechannelsearchtool",
+ "en/tools/search-research/youtubevideosearchtool",
+ "en/tools/search-research/tavilysearchtool",
+ "en/tools/search-research/tavilyextractortool",
+ "en/tools/search-research/arxivpapertool",
+ "en/tools/search-research/serpapi-googlesearchtool",
+ "en/tools/search-research/serpapi-googleshoppingtool",
+ "en/tools/search-research/databricks-query-tool"
+ ]
+ },
+ {
+ "group": "Database & Data",
+ "icon": "database",
+ "pages": [
+ "en/tools/database-data/overview",
+ "en/tools/database-data/mysqltool",
+ "en/tools/database-data/pgsearchtool",
+ "en/tools/database-data/snowflakesearchtool",
+ "en/tools/database-data/nl2sqltool",
+ "en/tools/database-data/qdrantvectorsearchtool",
+ "en/tools/database-data/weaviatevectorsearchtool",
+ "en/tools/database-data/mongodbvectorsearchtool",
+ "en/tools/database-data/singlestoresearchtool"
+ ]
+ },
+ {
+ "group": "AI & Machine Learning",
+ "icon": "brain",
+ "pages": [
+ "en/tools/ai-ml/overview",
+ "en/tools/ai-ml/dalletool",
+ "en/tools/ai-ml/visiontool",
+ "en/tools/ai-ml/aimindtool",
+ "en/tools/ai-ml/llamaindextool",
+ "en/tools/ai-ml/langchaintool",
+ "en/tools/ai-ml/ragtool",
+ "en/tools/ai-ml/codeinterpretertool"
+ ]
+ },
+ {
+ "group": "Cloud & Storage",
+ "icon": "cloud",
+ "pages": [
+ "en/tools/cloud-storage/overview",
+ "en/tools/cloud-storage/s3readertool",
+ "en/tools/cloud-storage/s3writertool",
+ "en/tools/cloud-storage/bedrockkbretriever"
+ ]
+ },
+ {
+ "group": "Integrations",
+ "icon": "plug",
+ "pages": [
+ "en/tools/integration/overview",
+ "en/tools/integration/bedrockinvokeagenttool",
+ "en/tools/integration/crewaiautomationtool",
+ "en/tools/integration/mergeagenthandlertool"
+ ]
+ },
+ {
+ "group": "Automation",
+ "icon": "bolt",
+ "pages": [
+ "en/tools/automation/overview",
+ "en/tools/automation/apifyactorstool",
+ "en/tools/automation/composiotool",
+ "en/tools/automation/multiontool",
+ "en/tools/automation/zapieractionstool"
+ ]
+ }
+ ]
+ },
+ {
+ "group": "Observability",
+ "pages": [
+ "en/observability/tracing",
+ "en/observability/overview",
+ "en/observability/arize-phoenix",
+ "en/observability/braintrust",
+ "en/observability/datadog",
+ "en/observability/galileo",
+ "en/observability/langdb",
+ "en/observability/langfuse",
+ "en/observability/langtrace",
+ "en/observability/maxim",
+ "en/observability/mlflow",
+ "en/observability/neatlogs",
+ "en/observability/openlit",
+ "en/observability/opik",
+ "en/observability/patronus-evaluation",
+ "en/observability/portkey",
+ "en/observability/weave",
+ "en/observability/truefoundry"
+ ]
+ },
+ {
+ "group": "Learn",
+ "pages": [
+ "en/learn/overview",
+ "en/learn/llm-selection-guide",
+ "en/learn/conditional-tasks",
+ "en/learn/coding-agents",
+ "en/learn/create-custom-tools",
+ "en/learn/custom-llm",
+ "en/learn/custom-manager-agent",
+ "en/learn/customizing-agents",
+ "en/learn/dalle-image-generation",
+ "en/learn/force-tool-output-as-result",
+ "en/learn/hierarchical-process",
+ "en/learn/human-input-on-execution",
+ "en/learn/human-in-the-loop",
+ "en/learn/human-feedback-in-flows",
+ "en/learn/kickoff-async",
+ "en/learn/kickoff-for-each",
+ "en/learn/llm-connections",
+ "en/learn/litellm-removal-guide",
+ "en/learn/multimodal-agents",
+ "en/learn/replay-tasks-from-latest-crew-kickoff",
+ "en/learn/sequential-process",
+ "en/learn/using-annotations",
+ "en/learn/execution-hooks",
+ "en/learn/llm-hooks",
+ "en/learn/tool-hooks"
+ ]
+ },
+ {
+ "group": "Telemetry",
+ "pages": [
+ "en/telemetry"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "AMP",
+ "icon": "briefcase",
+ "groups": [
+ {
+ "group": "Getting Started",
+ "pages": [
+ "en/enterprise/introduction"
+ ]
+ },
+ {
+ "group": "Build",
+ "pages": [
+ "en/enterprise/features/automations",
+ "en/enterprise/features/crew-studio",
+ "en/enterprise/features/marketplace",
+ "en/enterprise/features/agent-repositories",
+ "en/enterprise/features/tools-and-integrations",
+ "en/enterprise/features/pii-trace-redactions",
+ "en/enterprise/features/a2a"
+ ]
+ },
+ {
+ "group": "Operate",
+ "pages": [
+ "en/enterprise/features/traces",
+ "en/enterprise/features/webhook-streaming",
+ "en/enterprise/features/hallucination-guardrail",
+ "en/enterprise/features/flow-hitl-management"
+ ]
+ },
+ {
+ "group": "Manage",
+ "pages": [
+ "en/enterprise/features/sso",
+ "en/enterprise/features/rbac"
+ ]
+ },
+ {
+ "group": "Integration Docs",
+ "pages": [
+ "en/enterprise/integrations/asana",
+ "en/enterprise/integrations/box",
+ "en/enterprise/integrations/clickup",
+ "en/enterprise/integrations/github",
+ "en/enterprise/integrations/gmail",
+ "en/enterprise/integrations/google_calendar",
+ "en/enterprise/integrations/google_contacts",
+ "en/enterprise/integrations/google_docs",
+ "en/enterprise/integrations/google_drive",
+ "en/enterprise/integrations/google_sheets",
+ "en/enterprise/integrations/google_slides",
+ "en/enterprise/integrations/hubspot",
+ "en/enterprise/integrations/jira",
+ "en/enterprise/integrations/linear",
+ "en/enterprise/integrations/microsoft_excel",
+ "en/enterprise/integrations/microsoft_onedrive",
+ "en/enterprise/integrations/microsoft_outlook",
+ "en/enterprise/integrations/microsoft_sharepoint",
+ "en/enterprise/integrations/microsoft_teams",
+ "en/enterprise/integrations/microsoft_word",
+ "en/enterprise/integrations/notion",
+ "en/enterprise/integrations/salesforce",
+ "en/enterprise/integrations/shopify",
+ "en/enterprise/integrations/slack",
+ "en/enterprise/integrations/stripe",
+ "en/enterprise/integrations/zendesk"
+ ]
+ },
+ {
+ "group": "Triggers",
+ "pages": [
+ "en/enterprise/guides/automation-triggers",
+ "en/enterprise/guides/gmail-trigger",
+ "en/enterprise/guides/google-calendar-trigger",
+ "en/enterprise/guides/google-drive-trigger",
+ "en/enterprise/guides/outlook-trigger",
+ "en/enterprise/guides/onedrive-trigger",
+ "en/enterprise/guides/microsoft-teams-trigger",
+ "en/enterprise/guides/slack-trigger",
+ "en/enterprise/guides/hubspot-trigger",
+ "en/enterprise/guides/salesforce-trigger",
+ "en/enterprise/guides/zapier-trigger"
+ ]
+ },
+ {
+ "group": "How-To Guides",
+ "pages": [
+ "en/enterprise/guides/build-crew",
+ "en/enterprise/guides/prepare-for-deployment",
+ "en/enterprise/guides/deploy-to-amp",
+ "en/enterprise/guides/private-package-registry",
+ "en/enterprise/guides/kickoff-crew",
+ "en/enterprise/guides/update-crew",
+ "en/enterprise/guides/enable-crew-studio",
+ "en/enterprise/guides/capture_telemetry_logs",
+ "en/enterprise/guides/azure-openai-setup",
+ "en/enterprise/guides/tool-repository",
+ "en/enterprise/guides/custom-mcp-server",
+ "en/enterprise/guides/react-component-export",
+ "en/enterprise/guides/team-management",
+ "en/enterprise/guides/human-in-the-loop",
+ "en/enterprise/guides/webhook-automation"
+ ]
+ },
+ {
+ "group": "Resources",
+ "pages": [
+ "en/enterprise/resources/frequently-asked-questions"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "API Reference",
+ "icon": "magnifying-glass",
+ "groups": [
+ {
+ "group": "Getting Started",
+ "pages": [
+ "en/api-reference/introduction",
+ "en/api-reference/inputs",
+ "en/api-reference/kickoff",
+ "en/api-reference/resume",
+ "en/api-reference/status"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "Examples",
+ "icon": "code",
+ "groups": [
+ {
+ "group": "Examples",
+ "pages": [
+ "en/examples/example",
+ "en/examples/cookbooks"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "Changelog",
+ "icon": "clock",
+ "groups": [
+ {
+ "group": "Release Notes",
+ "pages": [
+ "en/changelog"
+ ]
+ }
+ ]
+ }
+ ]
+ },
{
"version": "v1.14.1",
"tabs": [
@@ -5316,7 +5792,7 @@
},
"versions": [
{
- "version": "v1.14.2",
+ "version": "v1.14.3",
"default": true,
"tabs": [
{
@@ -5775,6 +6251,465 @@
}
]
},
+ {
+ "version": "v1.14.2",
+ "tabs": [
+ {
+ "tab": "Início",
+ "icon": "house",
+ "groups": [
+ {
+ "group": "Bem-vindo",
+ "pages": [
+ "pt-BR/index"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "Documentação",
+ "icon": "book-open",
+ "groups": [
+ {
+ "group": "Começando",
+ "pages": [
+ "pt-BR/introduction",
+ "pt-BR/guides/coding-tools/build-with-ai",
+ "pt-BR/skills",
+ "pt-BR/installation",
+ "pt-BR/quickstart"
+ ]
+ },
+ {
+ "group": "Guias",
+ "pages": [
+ {
+ "group": "Estratégia",
+ "icon": "compass",
+ "pages": [
+ "pt-BR/guides/concepts/evaluating-use-cases"
+ ]
+ },
+ {
+ "group": "Agentes",
+ "icon": "user",
+ "pages": [
+ "pt-BR/guides/agents/crafting-effective-agents"
+ ]
+ },
+ {
+ "group": "Crews",
+ "icon": "users",
+ "pages": [
+ "pt-BR/guides/crews/first-crew"
+ ]
+ },
+ {
+ "group": "Flows",
+ "icon": "code-branch",
+ "pages": [
+ "pt-BR/guides/flows/first-flow",
+ "pt-BR/guides/flows/mastering-flow-state"
+ ]
+ },
+ {
+ "group": "Ferramentas",
+ "icon": "wrench",
+ "pages": [
+ "pt-BR/guides/tools/publish-custom-tools"
+ ]
+ },
+ {
+ "group": "Ferramentas de Codificação",
+ "icon": "terminal",
+ "pages": [
+ "pt-BR/guides/coding-tools/agents-md"
+ ]
+ },
+ {
+ "group": "Avançado",
+ "icon": "gear",
+ "pages": [
+ "pt-BR/guides/advanced/customizing-prompts",
+ "pt-BR/guides/advanced/fingerprinting"
+ ]
+ },
+ {
+ "group": "Migração",
+ "icon": "shuffle",
+ "pages": [
+ "pt-BR/guides/migration/migrating-from-langgraph"
+ ]
+ }
+ ]
+ },
+ {
+ "group": "Conceitos-Chave",
+ "pages": [
+ "pt-BR/concepts/agents",
+ "pt-BR/concepts/agent-capabilities",
+ "pt-BR/concepts/tasks",
+ "pt-BR/concepts/crews",
+ "pt-BR/concepts/flows",
+ "pt-BR/concepts/production-architecture",
+ "pt-BR/concepts/knowledge",
+ "pt-BR/concepts/skills",
+ "pt-BR/concepts/llms",
+ "pt-BR/concepts/files",
+ "pt-BR/concepts/processes",
+ "pt-BR/concepts/collaboration",
+ "pt-BR/concepts/training",
+ "pt-BR/concepts/memory",
+ "pt-BR/concepts/reasoning",
+ "pt-BR/concepts/planning",
+ "pt-BR/concepts/testing",
+ "pt-BR/concepts/cli",
+ "pt-BR/concepts/tools",
+ "pt-BR/concepts/event-listener",
+ "pt-BR/concepts/checkpointing"
+ ]
+ },
+ {
+ "group": "Integração MCP",
+ "pages": [
+ "pt-BR/mcp/overview",
+ "pt-BR/mcp/dsl-integration",
+ "pt-BR/mcp/stdio",
+ "pt-BR/mcp/sse",
+ "pt-BR/mcp/streamable-http",
+ "pt-BR/mcp/multiple-servers",
+ "pt-BR/mcp/security"
+ ]
+ },
+ {
+ "group": "Ferramentas",
+ "pages": [
+ "pt-BR/tools/overview",
+ {
+ "group": "Arquivo & Documento",
+ "icon": "folder-open",
+ "pages": [
+ "pt-BR/tools/file-document/overview",
+ "pt-BR/tools/file-document/filereadtool",
+ "pt-BR/tools/file-document/filewritetool",
+ "pt-BR/tools/file-document/pdfsearchtool",
+ "pt-BR/tools/file-document/docxsearchtool",
+ "pt-BR/tools/file-document/mdxsearchtool",
+ "pt-BR/tools/file-document/xmlsearchtool",
+ "pt-BR/tools/file-document/txtsearchtool",
+ "pt-BR/tools/file-document/jsonsearchtool",
+ "pt-BR/tools/file-document/csvsearchtool",
+ "pt-BR/tools/file-document/directorysearchtool",
+ "pt-BR/tools/file-document/directoryreadtool"
+ ]
+ },
+ {
+ "group": "Web Scraping & Navegação",
+ "icon": "globe",
+ "pages": [
+ "pt-BR/tools/web-scraping/overview",
+ "pt-BR/tools/web-scraping/scrapewebsitetool",
+ "pt-BR/tools/web-scraping/scrapeelementfromwebsitetool",
+ "pt-BR/tools/web-scraping/scrapflyscrapetool",
+ "pt-BR/tools/web-scraping/seleniumscrapingtool",
+ "pt-BR/tools/web-scraping/scrapegraphscrapetool",
+ "pt-BR/tools/web-scraping/spidertool",
+ "pt-BR/tools/web-scraping/browserbaseloadtool",
+ "pt-BR/tools/web-scraping/hyperbrowserloadtool",
+ "pt-BR/tools/web-scraping/stagehandtool",
+ "pt-BR/tools/web-scraping/firecrawlcrawlwebsitetool",
+ "pt-BR/tools/web-scraping/firecrawlscrapewebsitetool",
+ "pt-BR/tools/web-scraping/oxylabsscraperstool"
+ ]
+ },
+ {
+ "group": "Pesquisa",
+ "icon": "magnifying-glass",
+ "pages": [
+ "pt-BR/tools/search-research/overview",
+ "pt-BR/tools/search-research/serperdevtool",
+ "pt-BR/tools/search-research/bravesearchtool",
+ "pt-BR/tools/search-research/exasearchtool",
+ "pt-BR/tools/search-research/linkupsearchtool",
+ "pt-BR/tools/search-research/githubsearchtool",
+ "pt-BR/tools/search-research/websitesearchtool",
+ "pt-BR/tools/search-research/codedocssearchtool",
+ "pt-BR/tools/search-research/youtubechannelsearchtool",
+ "pt-BR/tools/search-research/youtubevideosearchtool"
+ ]
+ },
+ {
+ "group": "Dados",
+ "icon": "database",
+ "pages": [
+ "pt-BR/tools/database-data/overview",
+ "pt-BR/tools/database-data/mysqltool",
+ "pt-BR/tools/database-data/pgsearchtool",
+ "pt-BR/tools/database-data/snowflakesearchtool",
+ "pt-BR/tools/database-data/nl2sqltool",
+ "pt-BR/tools/database-data/qdrantvectorsearchtool",
+ "pt-BR/tools/database-data/weaviatevectorsearchtool"
+ ]
+ },
+ {
+ "group": "IA & Machine Learning",
+ "icon": "brain",
+ "pages": [
+ "pt-BR/tools/ai-ml/overview",
+ "pt-BR/tools/ai-ml/dalletool",
+ "pt-BR/tools/ai-ml/visiontool",
+ "pt-BR/tools/ai-ml/aimindtool",
+ "pt-BR/tools/ai-ml/llamaindextool",
+ "pt-BR/tools/ai-ml/langchaintool",
+ "pt-BR/tools/ai-ml/ragtool",
+ "pt-BR/tools/ai-ml/codeinterpretertool"
+ ]
+ },
+ {
+ "group": "Cloud & Armazenamento",
+ "icon": "cloud",
+ "pages": [
+ "pt-BR/tools/cloud-storage/overview",
+ "pt-BR/tools/cloud-storage/s3readertool",
+ "pt-BR/tools/cloud-storage/s3writertool",
+ "pt-BR/tools/cloud-storage/bedrockkbretriever"
+ ]
+ },
+ {
+ "group": "Integrations",
+ "icon": "plug",
+ "pages": [
+ "pt-BR/tools/integration/overview",
+ "pt-BR/tools/integration/bedrockinvokeagenttool",
+ "pt-BR/tools/integration/crewaiautomationtool"
+ ]
+ },
+ {
+ "group": "Automação",
+ "icon": "bolt",
+ "pages": [
+ "pt-BR/tools/automation/overview",
+ "pt-BR/tools/automation/apifyactorstool",
+ "pt-BR/tools/automation/composiotool",
+ "pt-BR/tools/automation/multiontool"
+ ]
+ }
+ ]
+ },
+ {
+ "group": "Observabilidade",
+ "pages": [
+ "pt-BR/observability/tracing",
+ "pt-BR/observability/overview",
+ "pt-BR/observability/arize-phoenix",
+ "pt-BR/observability/braintrust",
+ "pt-BR/observability/datadog",
+ "pt-BR/observability/galileo",
+ "pt-BR/observability/langdb",
+ "pt-BR/observability/langfuse",
+ "pt-BR/observability/langtrace",
+ "pt-BR/observability/maxim",
+ "pt-BR/observability/mlflow",
+ "pt-BR/observability/openlit",
+ "pt-BR/observability/opik",
+ "pt-BR/observability/patronus-evaluation",
+ "pt-BR/observability/portkey",
+ "pt-BR/observability/weave",
+ "pt-BR/observability/truefoundry"
+ ]
+ },
+ {
+ "group": "Aprenda",
+ "pages": [
+ "pt-BR/learn/overview",
+ "pt-BR/learn/llm-selection-guide",
+ "pt-BR/learn/conditional-tasks",
+ "pt-BR/learn/coding-agents",
+ "pt-BR/learn/create-custom-tools",
+ "pt-BR/learn/custom-llm",
+ "pt-BR/learn/custom-manager-agent",
+ "pt-BR/learn/customizing-agents",
+ "pt-BR/learn/dalle-image-generation",
+ "pt-BR/learn/force-tool-output-as-result",
+ "pt-BR/learn/hierarchical-process",
+ "pt-BR/learn/human-input-on-execution",
+ "pt-BR/learn/human-in-the-loop",
+ "pt-BR/learn/human-feedback-in-flows",
+ "pt-BR/learn/kickoff-async",
+ "pt-BR/learn/kickoff-for-each",
+ "pt-BR/learn/llm-connections",
+ "pt-BR/learn/multimodal-agents",
+ "pt-BR/learn/replay-tasks-from-latest-crew-kickoff",
+ "pt-BR/learn/sequential-process",
+ "pt-BR/learn/using-annotations",
+ "pt-BR/learn/execution-hooks",
+ "pt-BR/learn/llm-hooks",
+ "pt-BR/learn/tool-hooks"
+ ]
+ },
+ {
+ "group": "Telemetria",
+ "pages": [
+ "pt-BR/telemetry"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "AMP",
+ "icon": "briefcase",
+ "groups": [
+ {
+ "group": "Começando",
+ "pages": [
+ "pt-BR/enterprise/introduction"
+ ]
+ },
+ {
+ "group": "Construir",
+ "pages": [
+ "pt-BR/enterprise/features/automations",
+ "pt-BR/enterprise/features/crew-studio",
+ "pt-BR/enterprise/features/marketplace",
+ "pt-BR/enterprise/features/agent-repositories",
+ "pt-BR/enterprise/features/tools-and-integrations",
+ "pt-BR/enterprise/features/pii-trace-redactions"
+ ]
+ },
+ {
+ "group": "Operar",
+ "pages": [
+ "pt-BR/enterprise/features/traces",
+ "pt-BR/enterprise/features/webhook-streaming",
+ "pt-BR/enterprise/features/hallucination-guardrail",
+ "pt-BR/enterprise/features/flow-hitl-management"
+ ]
+ },
+ {
+ "group": "Gerenciar",
+ "pages": [
+ "pt-BR/enterprise/features/rbac"
+ ]
+ },
+ {
+ "group": "Documentação de Integração",
+ "pages": [
+ "pt-BR/enterprise/integrations/asana",
+ "pt-BR/enterprise/integrations/box",
+ "pt-BR/enterprise/integrations/clickup",
+ "pt-BR/enterprise/integrations/github",
+ "pt-BR/enterprise/integrations/gmail",
+ "pt-BR/enterprise/integrations/google_calendar",
+ "pt-BR/enterprise/integrations/google_contacts",
+ "pt-BR/enterprise/integrations/google_docs",
+ "pt-BR/enterprise/integrations/google_drive",
+ "pt-BR/enterprise/integrations/google_sheets",
+ "pt-BR/enterprise/integrations/google_slides",
+ "pt-BR/enterprise/integrations/hubspot",
+ "pt-BR/enterprise/integrations/jira",
+ "pt-BR/enterprise/integrations/linear",
+ "pt-BR/enterprise/integrations/microsoft_excel",
+ "pt-BR/enterprise/integrations/microsoft_onedrive",
+ "pt-BR/enterprise/integrations/microsoft_outlook",
+ "pt-BR/enterprise/integrations/microsoft_sharepoint",
+ "pt-BR/enterprise/integrations/microsoft_teams",
+ "pt-BR/enterprise/integrations/microsoft_word",
+ "pt-BR/enterprise/integrations/notion",
+ "pt-BR/enterprise/integrations/salesforce",
+ "pt-BR/enterprise/integrations/shopify",
+ "pt-BR/enterprise/integrations/slack",
+ "pt-BR/enterprise/integrations/stripe",
+ "pt-BR/enterprise/integrations/zendesk"
+ ]
+ },
+ {
+ "group": "Guias",
+ "pages": [
+ "pt-BR/enterprise/guides/build-crew",
+ "pt-BR/enterprise/guides/prepare-for-deployment",
+ "pt-BR/enterprise/guides/deploy-to-amp",
+ "pt-BR/enterprise/guides/private-package-registry",
+ "pt-BR/enterprise/guides/kickoff-crew",
+ "pt-BR/enterprise/guides/training-crews",
+ "pt-BR/enterprise/guides/update-crew",
+ "pt-BR/enterprise/guides/enable-crew-studio",
+ "pt-BR/enterprise/guides/capture_telemetry_logs",
+ "pt-BR/enterprise/guides/azure-openai-setup",
+ "pt-BR/enterprise/guides/tool-repository",
+ "pt-BR/enterprise/guides/custom-mcp-server",
+ "pt-BR/enterprise/guides/react-component-export",
+ "pt-BR/enterprise/guides/team-management",
+ "pt-BR/enterprise/guides/human-in-the-loop",
+ "pt-BR/enterprise/guides/webhook-automation"
+ ]
+ },
+ {
+ "group": "Triggers",
+ "pages": [
+ "pt-BR/enterprise/guides/automation-triggers",
+ "pt-BR/enterprise/guides/gmail-trigger",
+ "pt-BR/enterprise/guides/google-calendar-trigger",
+ "pt-BR/enterprise/guides/google-drive-trigger",
+ "pt-BR/enterprise/guides/outlook-trigger",
+ "pt-BR/enterprise/guides/onedrive-trigger",
+ "pt-BR/enterprise/guides/microsoft-teams-trigger",
+ "pt-BR/enterprise/guides/slack-trigger",
+ "pt-BR/enterprise/guides/hubspot-trigger",
+ "pt-BR/enterprise/guides/salesforce-trigger",
+ "pt-BR/enterprise/guides/zapier-trigger"
+ ]
+ },
+ {
+ "group": "Recursos",
+ "pages": [
+ "pt-BR/enterprise/resources/frequently-asked-questions"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "Referência da API",
+ "icon": "magnifying-glass",
+ "groups": [
+ {
+ "group": "Começando",
+ "pages": [
+ "pt-BR/api-reference/introduction",
+ "pt-BR/api-reference/inputs",
+ "pt-BR/api-reference/kickoff",
+ "pt-BR/api-reference/resume",
+ "pt-BR/api-reference/status"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "Exemplos",
+ "icon": "code",
+ "groups": [
+ {
+ "group": "Exemplos",
+ "pages": [
+ "pt-BR/examples/example",
+ "pt-BR/examples/cookbooks"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "Notas de Versão",
+ "icon": "clock",
+ "groups": [
+ {
+ "group": "Notas de Versão",
+ "pages": [
+ "pt-BR/changelog"
+ ]
+ }
+ ]
+ }
+ ]
+ },
{
"version": "v1.14.1",
"tabs": [
@@ -10387,7 +11322,7 @@
},
"versions": [
{
- "version": "v1.14.2",
+ "version": "v1.14.3",
"default": true,
"tabs": [
{
@@ -10858,6 +11793,477 @@
}
]
},
+ {
+ "version": "v1.14.2",
+ "tabs": [
+ {
+ "tab": "홈",
+ "icon": "house",
+ "groups": [
+ {
+ "group": "환영합니다",
+ "pages": [
+ "ko/index"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "기술 문서",
+ "icon": "book-open",
+ "groups": [
+ {
+ "group": "시작 안내",
+ "pages": [
+ "ko/introduction",
+ "ko/guides/coding-tools/build-with-ai",
+ "ko/skills",
+ "ko/installation",
+ "ko/quickstart"
+ ]
+ },
+ {
+ "group": "가이드",
+ "pages": [
+ {
+ "group": "전략",
+ "icon": "compass",
+ "pages": [
+ "ko/guides/concepts/evaluating-use-cases"
+ ]
+ },
+ {
+ "group": "에이전트 (Agents)",
+ "icon": "user",
+ "pages": [
+ "ko/guides/agents/crafting-effective-agents"
+ ]
+ },
+ {
+ "group": "크루 (Crews)",
+ "icon": "users",
+ "pages": [
+ "ko/guides/crews/first-crew"
+ ]
+ },
+ {
+ "group": "플로우 (Flows)",
+ "icon": "code-branch",
+ "pages": [
+ "ko/guides/flows/first-flow",
+ "ko/guides/flows/mastering-flow-state"
+ ]
+ },
+ {
+ "group": "도구",
+ "icon": "wrench",
+ "pages": [
+ "ko/guides/tools/publish-custom-tools"
+ ]
+ },
+ {
+ "group": "코딩 도구",
+ "icon": "terminal",
+ "pages": [
+ "ko/guides/coding-tools/agents-md"
+ ]
+ },
+ {
+ "group": "고급",
+ "icon": "gear",
+ "pages": [
+ "ko/guides/advanced/customizing-prompts",
+ "ko/guides/advanced/fingerprinting"
+ ]
+ },
+ {
+ "group": "마이그레이션",
+ "icon": "shuffle",
+ "pages": [
+ "ko/guides/migration/migrating-from-langgraph"
+ ]
+ }
+ ]
+ },
+ {
+ "group": "핵심 개념",
+ "pages": [
+ "ko/concepts/agents",
+ "ko/concepts/tasks",
+ "ko/concepts/agent-capabilities",
+ "ko/concepts/crews",
+ "ko/concepts/flows",
+ "ko/concepts/production-architecture",
+ "ko/concepts/knowledge",
+ "ko/concepts/skills",
+ "ko/concepts/llms",
+ "ko/concepts/files",
+ "ko/concepts/processes",
+ "ko/concepts/collaboration",
+ "ko/concepts/training",
+ "ko/concepts/memory",
+ "ko/concepts/reasoning",
+ "ko/concepts/planning",
+ "ko/concepts/testing",
+ "ko/concepts/cli",
+ "ko/concepts/tools",
+ "ko/concepts/event-listener",
+ "ko/concepts/checkpointing"
+ ]
+ },
+ {
+ "group": "MCP 통합",
+ "pages": [
+ "ko/mcp/overview",
+ "ko/mcp/dsl-integration",
+ "ko/mcp/stdio",
+ "ko/mcp/sse",
+ "ko/mcp/streamable-http",
+ "ko/mcp/multiple-servers",
+ "ko/mcp/security"
+ ]
+ },
+ {
+ "group": "도구 (Tools)",
+ "pages": [
+ "ko/tools/overview",
+ {
+ "group": "파일 & 문서",
+ "icon": "folder-open",
+ "pages": [
+ "ko/tools/file-document/overview",
+ "ko/tools/file-document/filereadtool",
+ "ko/tools/file-document/filewritetool",
+ "ko/tools/file-document/pdfsearchtool",
+ "ko/tools/file-document/docxsearchtool",
+ "ko/tools/file-document/mdxsearchtool",
+ "ko/tools/file-document/xmlsearchtool",
+ "ko/tools/file-document/txtsearchtool",
+ "ko/tools/file-document/jsonsearchtool",
+ "ko/tools/file-document/csvsearchtool",
+ "ko/tools/file-document/directorysearchtool",
+ "ko/tools/file-document/directoryreadtool",
+ "ko/tools/file-document/ocrtool",
+ "ko/tools/file-document/pdf-text-writing-tool"
+ ]
+ },
+ {
+ "group": "웹 스크래핑 & 브라우징",
+ "icon": "globe",
+ "pages": [
+ "ko/tools/web-scraping/overview",
+ "ko/tools/web-scraping/scrapewebsitetool",
+ "ko/tools/web-scraping/scrapeelementfromwebsitetool",
+ "ko/tools/web-scraping/scrapflyscrapetool",
+ "ko/tools/web-scraping/seleniumscrapingtool",
+ "ko/tools/web-scraping/scrapegraphscrapetool",
+ "ko/tools/web-scraping/spidertool",
+ "ko/tools/web-scraping/browserbaseloadtool",
+ "ko/tools/web-scraping/hyperbrowserloadtool",
+ "ko/tools/web-scraping/stagehandtool",
+ "ko/tools/web-scraping/firecrawlcrawlwebsitetool",
+ "ko/tools/web-scraping/firecrawlscrapewebsitetool",
+ "ko/tools/web-scraping/oxylabsscraperstool",
+ "ko/tools/web-scraping/brightdata-tools"
+ ]
+ },
+ {
+ "group": "검색 및 연구",
+ "icon": "magnifying-glass",
+ "pages": [
+ "ko/tools/search-research/overview",
+ "ko/tools/search-research/serperdevtool",
+ "ko/tools/search-research/bravesearchtool",
+ "ko/tools/search-research/exasearchtool",
+ "ko/tools/search-research/linkupsearchtool",
+ "ko/tools/search-research/githubsearchtool",
+ "ko/tools/search-research/websitesearchtool",
+ "ko/tools/search-research/codedocssearchtool",
+ "ko/tools/search-research/youtubechannelsearchtool",
+ "ko/tools/search-research/youtubevideosearchtool",
+ "ko/tools/search-research/tavilysearchtool",
+ "ko/tools/search-research/tavilyextractortool",
+ "ko/tools/search-research/arxivpapertool",
+ "ko/tools/search-research/serpapi-googlesearchtool",
+ "ko/tools/search-research/serpapi-googleshoppingtool",
+ "ko/tools/search-research/databricks-query-tool"
+ ]
+ },
+ {
+ "group": "데이터베이스 & 데이터",
+ "icon": "database",
+ "pages": [
+ "ko/tools/database-data/overview",
+ "ko/tools/database-data/mysqltool",
+ "ko/tools/database-data/pgsearchtool",
+ "ko/tools/database-data/snowflakesearchtool",
+ "ko/tools/database-data/nl2sqltool",
+ "ko/tools/database-data/qdrantvectorsearchtool",
+ "ko/tools/database-data/weaviatevectorsearchtool",
+ "ko/tools/database-data/mongodbvectorsearchtool",
+ "ko/tools/database-data/singlestoresearchtool"
+ ]
+ },
+ {
+ "group": "인공지능 & 머신러닝",
+ "icon": "brain",
+ "pages": [
+ "ko/tools/ai-ml/overview",
+ "ko/tools/ai-ml/dalletool",
+ "ko/tools/ai-ml/visiontool",
+ "ko/tools/ai-ml/aimindtool",
+ "ko/tools/ai-ml/llamaindextool",
+ "ko/tools/ai-ml/langchaintool",
+ "ko/tools/ai-ml/ragtool",
+ "ko/tools/ai-ml/codeinterpretertool"
+ ]
+ },
+ {
+ "group": "클라우드 & 스토리지",
+ "icon": "cloud",
+ "pages": [
+ "ko/tools/cloud-storage/overview",
+ "ko/tools/cloud-storage/s3readertool",
+ "ko/tools/cloud-storage/s3writertool",
+ "ko/tools/cloud-storage/bedrockkbretriever"
+ ]
+ },
+ {
+ "group": "Integrations",
+ "icon": "plug",
+ "pages": [
+ "ko/tools/integration/overview",
+ "ko/tools/integration/bedrockinvokeagenttool",
+ "ko/tools/integration/crewaiautomationtool"
+ ]
+ },
+ {
+ "group": "자동화",
+ "icon": "bolt",
+ "pages": [
+ "ko/tools/automation/overview",
+ "ko/tools/automation/apifyactorstool",
+ "ko/tools/automation/composiotool",
+ "ko/tools/automation/multiontool",
+ "ko/tools/automation/zapieractionstool"
+ ]
+ }
+ ]
+ },
+ {
+ "group": "Observability",
+ "pages": [
+ "ko/observability/tracing",
+ "ko/observability/overview",
+ "ko/observability/arize-phoenix",
+ "ko/observability/braintrust",
+ "ko/observability/datadog",
+ "ko/observability/galileo",
+ "ko/observability/langdb",
+ "ko/observability/langfuse",
+ "ko/observability/langtrace",
+ "ko/observability/maxim",
+ "ko/observability/mlflow",
+ "ko/observability/neatlogs",
+ "ko/observability/openlit",
+ "ko/observability/opik",
+ "ko/observability/patronus-evaluation",
+ "ko/observability/portkey",
+ "ko/observability/weave"
+ ]
+ },
+ {
+ "group": "학습",
+ "pages": [
+ "ko/learn/overview",
+ "ko/learn/llm-selection-guide",
+ "ko/learn/conditional-tasks",
+ "ko/learn/coding-agents",
+ "ko/learn/create-custom-tools",
+ "ko/learn/custom-llm",
+ "ko/learn/custom-manager-agent",
+ "ko/learn/customizing-agents",
+ "ko/learn/dalle-image-generation",
+ "ko/learn/force-tool-output-as-result",
+ "ko/learn/hierarchical-process",
+ "ko/learn/human-input-on-execution",
+ "ko/learn/human-in-the-loop",
+ "ko/learn/human-feedback-in-flows",
+ "ko/learn/kickoff-async",
+ "ko/learn/kickoff-for-each",
+ "ko/learn/llm-connections",
+ "ko/learn/multimodal-agents",
+ "ko/learn/replay-tasks-from-latest-crew-kickoff",
+ "ko/learn/sequential-process",
+ "ko/learn/using-annotations",
+ "ko/learn/execution-hooks",
+ "ko/learn/llm-hooks",
+ "ko/learn/tool-hooks"
+ ]
+ },
+ {
+ "group": "Telemetry",
+ "pages": [
+ "ko/telemetry"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "엔터프라이즈",
+ "icon": "briefcase",
+ "groups": [
+ {
+ "group": "시작 안내",
+ "pages": [
+ "ko/enterprise/introduction"
+ ]
+ },
+ {
+ "group": "빌드",
+ "pages": [
+ "ko/enterprise/features/automations",
+ "ko/enterprise/features/crew-studio",
+ "ko/enterprise/features/marketplace",
+ "ko/enterprise/features/agent-repositories",
+ "ko/enterprise/features/tools-and-integrations",
+ "ko/enterprise/features/pii-trace-redactions"
+ ]
+ },
+ {
+ "group": "운영",
+ "pages": [
+ "ko/enterprise/features/traces",
+ "ko/enterprise/features/webhook-streaming",
+ "ko/enterprise/features/hallucination-guardrail",
+ "ko/enterprise/features/flow-hitl-management"
+ ]
+ },
+ {
+ "group": "관리",
+ "pages": [
+ "ko/enterprise/features/rbac"
+ ]
+ },
+ {
+ "group": "통합 문서",
+ "pages": [
+ "ko/enterprise/integrations/asana",
+ "ko/enterprise/integrations/box",
+ "ko/enterprise/integrations/clickup",
+ "ko/enterprise/integrations/github",
+ "ko/enterprise/integrations/gmail",
+ "ko/enterprise/integrations/google_calendar",
+ "ko/enterprise/integrations/google_contacts",
+ "ko/enterprise/integrations/google_docs",
+ "ko/enterprise/integrations/google_drive",
+ "ko/enterprise/integrations/google_sheets",
+ "ko/enterprise/integrations/google_slides",
+ "ko/enterprise/integrations/hubspot",
+ "ko/enterprise/integrations/jira",
+ "ko/enterprise/integrations/linear",
+ "ko/enterprise/integrations/microsoft_excel",
+ "ko/enterprise/integrations/microsoft_onedrive",
+ "ko/enterprise/integrations/microsoft_outlook",
+ "ko/enterprise/integrations/microsoft_sharepoint",
+ "ko/enterprise/integrations/microsoft_teams",
+ "ko/enterprise/integrations/microsoft_word",
+ "ko/enterprise/integrations/notion",
+ "ko/enterprise/integrations/salesforce",
+ "ko/enterprise/integrations/shopify",
+ "ko/enterprise/integrations/slack",
+ "ko/enterprise/integrations/stripe",
+ "ko/enterprise/integrations/zendesk"
+ ]
+ },
+ {
+ "group": "How-To Guides",
+ "pages": [
+ "ko/enterprise/guides/build-crew",
+ "ko/enterprise/guides/prepare-for-deployment",
+ "ko/enterprise/guides/deploy-to-amp",
+ "ko/enterprise/guides/private-package-registry",
+ "ko/enterprise/guides/kickoff-crew",
+ "ko/enterprise/guides/training-crews",
+ "ko/enterprise/guides/update-crew",
+ "ko/enterprise/guides/enable-crew-studio",
+ "ko/enterprise/guides/capture_telemetry_logs",
+ "ko/enterprise/guides/azure-openai-setup",
+ "ko/enterprise/guides/tool-repository",
+ "ko/enterprise/guides/custom-mcp-server",
+ "ko/enterprise/guides/react-component-export",
+ "ko/enterprise/guides/team-management",
+ "ko/enterprise/guides/human-in-the-loop",
+ "ko/enterprise/guides/webhook-automation"
+ ]
+ },
+ {
+ "group": "트리거",
+ "pages": [
+ "ko/enterprise/guides/automation-triggers",
+ "ko/enterprise/guides/gmail-trigger",
+ "ko/enterprise/guides/google-calendar-trigger",
+ "ko/enterprise/guides/google-drive-trigger",
+ "ko/enterprise/guides/outlook-trigger",
+ "ko/enterprise/guides/onedrive-trigger",
+ "ko/enterprise/guides/microsoft-teams-trigger",
+ "ko/enterprise/guides/slack-trigger",
+ "ko/enterprise/guides/hubspot-trigger",
+ "ko/enterprise/guides/salesforce-trigger",
+ "ko/enterprise/guides/zapier-trigger"
+ ]
+ },
+ {
+ "group": "학습 자원",
+ "pages": [
+ "ko/enterprise/resources/frequently-asked-questions"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "API 레퍼런스",
+ "icon": "magnifying-glass",
+ "groups": [
+ {
+ "group": "시작 안내",
+ "pages": [
+ "ko/api-reference/introduction",
+ "ko/api-reference/inputs",
+ "ko/api-reference/kickoff",
+ "ko/api-reference/resume",
+ "ko/api-reference/status"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "예시",
+ "icon": "code",
+ "groups": [
+ {
+ "group": "예시",
+ "pages": [
+ "ko/examples/example",
+ "ko/examples/cookbooks"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "변경 로그",
+ "icon": "clock",
+ "groups": [
+ {
+ "group": "릴리스 노트",
+ "pages": [
+ "ko/changelog"
+ ]
+ }
+ ]
+ }
+ ]
+ },
{
"version": "v1.14.1",
"tabs": [
@@ -15590,7 +16996,7 @@
},
"versions": [
{
- "version": "v1.14.2",
+ "version": "v1.14.3",
"default": true,
"tabs": [
{
@@ -16061,6 +17467,477 @@
}
]
},
+ {
+ "version": "v1.14.2",
+ "tabs": [
+ {
+ "tab": "الرئيسية",
+ "icon": "house",
+ "groups": [
+ {
+ "group": "مرحباً",
+ "pages": [
+ "ar/index"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "التقنية التوثيق",
+ "icon": "book-open",
+ "groups": [
+ {
+ "group": "البدء",
+ "pages": [
+ "ar/introduction",
+ "ar/guides/coding-tools/build-with-ai",
+ "ar/skills",
+ "ar/installation",
+ "ar/quickstart"
+ ]
+ },
+ {
+ "group": "الأدلّة",
+ "pages": [
+ {
+ "group": "الاستراتيجية",
+ "icon": "compass",
+ "pages": [
+ "ar/guides/concepts/evaluating-use-cases"
+ ]
+ },
+ {
+ "group": "الوكلاء",
+ "icon": "user",
+ "pages": [
+ "ar/guides/agents/crafting-effective-agents"
+ ]
+ },
+ {
+ "group": "الطواقم",
+ "icon": "users",
+ "pages": [
+ "ar/guides/crews/first-crew"
+ ]
+ },
+ {
+ "group": "التدفقات",
+ "icon": "code-branch",
+ "pages": [
+ "ar/guides/flows/first-flow",
+ "ar/guides/flows/mastering-flow-state"
+ ]
+ },
+ {
+ "group": "الأدوات",
+ "icon": "wrench",
+ "pages": [
+ "ar/guides/tools/publish-custom-tools"
+ ]
+ },
+ {
+ "group": "أدوات البرمجة",
+ "icon": "terminal",
+ "pages": [
+ "ar/guides/coding-tools/agents-md"
+ ]
+ },
+ {
+ "group": "متقدّم",
+ "icon": "gear",
+ "pages": [
+ "ar/guides/advanced/customizing-prompts",
+ "ar/guides/advanced/fingerprinting"
+ ]
+ },
+ {
+ "group": "الترحيل",
+ "icon": "shuffle",
+ "pages": [
+ "ar/guides/migration/migrating-from-langgraph"
+ ]
+ }
+ ]
+ },
+ {
+ "group": "المفاهيم الأساسية",
+ "pages": [
+ "ar/concepts/agents",
+ "ar/concepts/agent-capabilities",
+ "ar/concepts/tasks",
+ "ar/concepts/crews",
+ "ar/concepts/flows",
+ "ar/concepts/production-architecture",
+ "ar/concepts/knowledge",
+ "ar/concepts/skills",
+ "ar/concepts/llms",
+ "ar/concepts/files",
+ "ar/concepts/processes",
+ "ar/concepts/collaboration",
+ "ar/concepts/training",
+ "ar/concepts/memory",
+ "ar/concepts/reasoning",
+ "ar/concepts/planning",
+ "ar/concepts/testing",
+ "ar/concepts/cli",
+ "ar/concepts/tools",
+ "ar/concepts/event-listener",
+ "ar/concepts/checkpointing"
+ ]
+ },
+ {
+ "group": "تكامل MCP",
+ "pages": [
+ "ar/mcp/overview",
+ "ar/mcp/dsl-integration",
+ "ar/mcp/stdio",
+ "ar/mcp/sse",
+ "ar/mcp/streamable-http",
+ "ar/mcp/multiple-servers",
+ "ar/mcp/security"
+ ]
+ },
+ {
+ "group": "الأدوات",
+ "pages": [
+ "ar/tools/overview",
+ {
+ "group": "الملفات والمستندات",
+ "icon": "folder-open",
+ "pages": [
+ "ar/tools/file-document/overview",
+ "ar/tools/file-document/filereadtool",
+ "ar/tools/file-document/filewritetool",
+ "ar/tools/file-document/pdfsearchtool",
+ "ar/tools/file-document/docxsearchtool",
+ "ar/tools/file-document/mdxsearchtool",
+ "ar/tools/file-document/xmlsearchtool",
+ "ar/tools/file-document/txtsearchtool",
+ "ar/tools/file-document/jsonsearchtool",
+ "ar/tools/file-document/csvsearchtool",
+ "ar/tools/file-document/directorysearchtool",
+ "ar/tools/file-document/directoryreadtool",
+ "ar/tools/file-document/ocrtool",
+ "ar/tools/file-document/pdf-text-writing-tool"
+ ]
+ },
+ {
+ "group": "استخراج بيانات الويب",
+ "icon": "globe",
+ "pages": [
+ "ar/tools/web-scraping/overview",
+ "ar/tools/web-scraping/scrapewebsitetool",
+ "ar/tools/web-scraping/scrapeelementfromwebsitetool",
+ "ar/tools/web-scraping/scrapflyscrapetool",
+ "ar/tools/web-scraping/seleniumscrapingtool",
+ "ar/tools/web-scraping/scrapegraphscrapetool",
+ "ar/tools/web-scraping/spidertool",
+ "ar/tools/web-scraping/browserbaseloadtool",
+ "ar/tools/web-scraping/hyperbrowserloadtool",
+ "ar/tools/web-scraping/stagehandtool",
+ "ar/tools/web-scraping/firecrawlcrawlwebsitetool",
+ "ar/tools/web-scraping/firecrawlscrapewebsitetool",
+ "ar/tools/web-scraping/oxylabsscraperstool",
+ "ar/tools/web-scraping/brightdata-tools"
+ ]
+ },
+ {
+ "group": "البحث والاستكشاف",
+ "icon": "magnifying-glass",
+ "pages": [
+ "ar/tools/search-research/overview",
+ "ar/tools/search-research/serperdevtool",
+ "ar/tools/search-research/bravesearchtool",
+ "ar/tools/search-research/exasearchtool",
+ "ar/tools/search-research/linkupsearchtool",
+ "ar/tools/search-research/githubsearchtool",
+ "ar/tools/search-research/websitesearchtool",
+ "ar/tools/search-research/codedocssearchtool",
+ "ar/tools/search-research/youtubechannelsearchtool",
+ "ar/tools/search-research/youtubevideosearchtool",
+ "ar/tools/search-research/tavilysearchtool",
+ "ar/tools/search-research/tavilyextractortool",
+ "ar/tools/search-research/arxivpapertool",
+ "ar/tools/search-research/serpapi-googlesearchtool",
+ "ar/tools/search-research/serpapi-googleshoppingtool",
+ "ar/tools/search-research/databricks-query-tool"
+ ]
+ },
+ {
+ "group": "قواعد البيانات",
+ "icon": "database",
+ "pages": [
+ "ar/tools/database-data/overview",
+ "ar/tools/database-data/mysqltool",
+ "ar/tools/database-data/pgsearchtool",
+ "ar/tools/database-data/snowflakesearchtool",
+ "ar/tools/database-data/nl2sqltool",
+ "ar/tools/database-data/qdrantvectorsearchtool",
+ "ar/tools/database-data/weaviatevectorsearchtool",
+ "ar/tools/database-data/mongodbvectorsearchtool",
+ "ar/tools/database-data/singlestoresearchtool"
+ ]
+ },
+ {
+ "group": "الذكاء الاصطناعي والتعلّم الآلي",
+ "icon": "brain",
+ "pages": [
+ "ar/tools/ai-ml/overview",
+ "ar/tools/ai-ml/dalletool",
+ "ar/tools/ai-ml/visiontool",
+ "ar/tools/ai-ml/aimindtool",
+ "ar/tools/ai-ml/llamaindextool",
+ "ar/tools/ai-ml/langchaintool",
+ "ar/tools/ai-ml/ragtool",
+ "ar/tools/ai-ml/codeinterpretertool"
+ ]
+ },
+ {
+ "group": "التخزين السحابي",
+ "icon": "cloud",
+ "pages": [
+ "ar/tools/cloud-storage/overview",
+ "ar/tools/cloud-storage/s3readertool",
+ "ar/tools/cloud-storage/s3writertool",
+ "ar/tools/cloud-storage/bedrockkbretriever"
+ ]
+ },
+ {
+ "group": "Integrations",
+ "icon": "plug",
+ "pages": [
+ "ar/tools/integration/overview",
+ "ar/tools/integration/bedrockinvokeagenttool",
+ "ar/tools/integration/crewaiautomationtool"
+ ]
+ },
+ {
+ "group": "الأتمتة",
+ "icon": "bolt",
+ "pages": [
+ "ar/tools/automation/overview",
+ "ar/tools/automation/apifyactorstool",
+ "ar/tools/automation/composiotool",
+ "ar/tools/automation/multiontool",
+ "ar/tools/automation/zapieractionstool"
+ ]
+ }
+ ]
+ },
+ {
+ "group": "Observability",
+ "pages": [
+ "ar/observability/tracing",
+ "ar/observability/overview",
+ "ar/observability/arize-phoenix",
+ "ar/observability/braintrust",
+ "ar/observability/datadog",
+ "ar/observability/galileo",
+ "ar/observability/langdb",
+ "ar/observability/langfuse",
+ "ar/observability/langtrace",
+ "ar/observability/maxim",
+ "ar/observability/mlflow",
+ "ar/observability/neatlogs",
+ "ar/observability/openlit",
+ "ar/observability/opik",
+ "ar/observability/patronus-evaluation",
+ "ar/observability/portkey",
+ "ar/observability/weave"
+ ]
+ },
+ {
+ "group": "التعلّم",
+ "pages": [
+ "ar/learn/overview",
+ "ar/learn/llm-selection-guide",
+ "ar/learn/conditional-tasks",
+ "ar/learn/coding-agents",
+ "ar/learn/create-custom-tools",
+ "ar/learn/custom-llm",
+ "ar/learn/custom-manager-agent",
+ "ar/learn/customizing-agents",
+ "ar/learn/dalle-image-generation",
+ "ar/learn/force-tool-output-as-result",
+ "ar/learn/hierarchical-process",
+ "ar/learn/human-input-on-execution",
+ "ar/learn/human-in-the-loop",
+ "ar/learn/human-feedback-in-flows",
+ "ar/learn/kickoff-async",
+ "ar/learn/kickoff-for-each",
+ "ar/learn/llm-connections",
+ "ar/learn/multimodal-agents",
+ "ar/learn/replay-tasks-from-latest-crew-kickoff",
+ "ar/learn/sequential-process",
+ "ar/learn/using-annotations",
+ "ar/learn/execution-hooks",
+ "ar/learn/llm-hooks",
+ "ar/learn/tool-hooks"
+ ]
+ },
+ {
+ "group": "Telemetry",
+ "pages": [
+ "ar/telemetry"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "المؤسسات",
+ "icon": "briefcase",
+ "groups": [
+ {
+ "group": "البدء",
+ "pages": [
+ "ar/enterprise/introduction"
+ ]
+ },
+ {
+ "group": "البناء",
+ "pages": [
+ "ar/enterprise/features/automations",
+ "ar/enterprise/features/crew-studio",
+ "ar/enterprise/features/marketplace",
+ "ar/enterprise/features/agent-repositories",
+ "ar/enterprise/features/tools-and-integrations",
+ "ar/enterprise/features/pii-trace-redactions"
+ ]
+ },
+ {
+ "group": "العمليات",
+ "pages": [
+ "ar/enterprise/features/traces",
+ "ar/enterprise/features/webhook-streaming",
+ "ar/enterprise/features/hallucination-guardrail",
+ "ar/enterprise/features/flow-hitl-management"
+ ]
+ },
+ {
+ "group": "الإدارة",
+ "pages": [
+ "ar/enterprise/features/rbac"
+ ]
+ },
+ {
+ "group": "التكاملات",
+ "pages": [
+ "ar/enterprise/integrations/asana",
+ "ar/enterprise/integrations/box",
+ "ar/enterprise/integrations/clickup",
+ "ar/enterprise/integrations/github",
+ "ar/enterprise/integrations/gmail",
+ "ar/enterprise/integrations/google_calendar",
+ "ar/enterprise/integrations/google_contacts",
+ "ar/enterprise/integrations/google_docs",
+ "ar/enterprise/integrations/google_drive",
+ "ar/enterprise/integrations/google_sheets",
+ "ar/enterprise/integrations/google_slides",
+ "ar/enterprise/integrations/hubspot",
+ "ar/enterprise/integrations/jira",
+ "ar/enterprise/integrations/linear",
+ "ar/enterprise/integrations/microsoft_excel",
+ "ar/enterprise/integrations/microsoft_onedrive",
+ "ar/enterprise/integrations/microsoft_outlook",
+ "ar/enterprise/integrations/microsoft_sharepoint",
+ "ar/enterprise/integrations/microsoft_teams",
+ "ar/enterprise/integrations/microsoft_word",
+ "ar/enterprise/integrations/notion",
+ "ar/enterprise/integrations/salesforce",
+ "ar/enterprise/integrations/shopify",
+ "ar/enterprise/integrations/slack",
+ "ar/enterprise/integrations/stripe",
+ "ar/enterprise/integrations/zendesk"
+ ]
+ },
+ {
+ "group": "How-To Guides",
+ "pages": [
+ "ar/enterprise/guides/build-crew",
+ "ar/enterprise/guides/prepare-for-deployment",
+ "ar/enterprise/guides/deploy-to-amp",
+ "ar/enterprise/guides/private-package-registry",
+ "ar/enterprise/guides/kickoff-crew",
+ "ar/enterprise/guides/training-crews",
+ "ar/enterprise/guides/update-crew",
+ "ar/enterprise/guides/enable-crew-studio",
+ "ar/enterprise/guides/capture_telemetry_logs",
+ "ar/enterprise/guides/azure-openai-setup",
+ "ar/enterprise/guides/tool-repository",
+ "ar/enterprise/guides/custom-mcp-server",
+ "ar/enterprise/guides/react-component-export",
+ "ar/enterprise/guides/team-management",
+ "ar/enterprise/guides/human-in-the-loop",
+ "ar/enterprise/guides/webhook-automation"
+ ]
+ },
+ {
+ "group": "المشغّلات",
+ "pages": [
+ "ar/enterprise/guides/automation-triggers",
+ "ar/enterprise/guides/gmail-trigger",
+ "ar/enterprise/guides/google-calendar-trigger",
+ "ar/enterprise/guides/google-drive-trigger",
+ "ar/enterprise/guides/outlook-trigger",
+ "ar/enterprise/guides/onedrive-trigger",
+ "ar/enterprise/guides/microsoft-teams-trigger",
+ "ar/enterprise/guides/slack-trigger",
+ "ar/enterprise/guides/hubspot-trigger",
+ "ar/enterprise/guides/salesforce-trigger",
+ "ar/enterprise/guides/zapier-trigger"
+ ]
+ },
+ {
+ "group": "موارد التعلّم",
+ "pages": [
+ "ar/enterprise/resources/frequently-asked-questions"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "API المرجع",
+ "icon": "magnifying-glass",
+ "groups": [
+ {
+ "group": "البدء",
+ "pages": [
+ "ar/api-reference/introduction",
+ "ar/api-reference/inputs",
+ "ar/api-reference/kickoff",
+ "ar/api-reference/resume",
+ "ar/api-reference/status"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "أمثلة",
+ "icon": "code",
+ "groups": [
+ {
+ "group": "أمثلة",
+ "pages": [
+ "ar/examples/example",
+ "ar/examples/cookbooks"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "التغييرات السجلات",
+ "icon": "clock",
+ "groups": [
+ {
+ "group": "سجل التغييرات",
+ "pages": [
+ "ar/changelog"
+ ]
+ }
+ ]
+ }
+ ]
+ },
{
"version": "v1.14.1",
"tabs": [
diff --git a/docs/en/changelog.mdx b/docs/en/changelog.mdx
index 8fc991bbf..394560b59 100644
--- a/docs/en/changelog.mdx
+++ b/docs/en/changelog.mdx
@@ -4,6 +4,54 @@ description: "Product updates, improvements, and bug fixes for CrewAI"
icon: "clock"
mode: "wide"
---
+
+ ## v1.14.3
+
+ [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.3)
+
+ ## What's Changed
+
+ ### Features
+ - Add lifecycle events for checkpoint operations
+ - Add support for e2b
+ - Fall back to DefaultAzureCredential when no API key is provided in Azure integration
+ - Add Bedrock V4 support
+ - Add Daytona sandbox tools for enhanced functionality
+ - Add checkpoint and fork support to standalone agents
+
+ ### Bug Fixes
+ - Fix execution_id to be separate from state.id
+ - Resolve replay of recorded method events on checkpoint resume
+ - Fix serialization of initial_state class references as JSON schema
+ - Preserve metadata-only agent skills
+ - Propagate implicit @CrewBase names to crew events
+ - Merge execution metadata on duplicate batch initialization
+ - Fix serialization of Task class-reference fields for checkpointing
+ - Handle BaseModel result in guardrail retry loop
+ - Preserve thought_signature in Gemini streaming tool calls
+ - Emit task_started on fork resume and redesign checkpoint TUI
+ - Use future dates in checkpoint prune tests to prevent time-dependent failures
+ - Fix dry-run order and handle checked-out stale branch in devtools release
+ - Upgrade lxml to >=6.1.0 for security patch
+ - Bump python-dotenv to >=1.2.2 for security patch
+
+ ### Documentation
+ - Update changelog and version for v1.14.3
+ - Add 'Build with AI' page and update navigation for all languages
+ - Remove pricing FAQ from build-with-ai page across all locales
+
+ ### Performance
+ - Optimize MCP SDK and event types to reduce cold start by ~29%
+
+ ### Refactoring
+ - Refactor checkpoint helpers to eliminate duplication and tighten state type hints
+
+ ## Contributors
+
+ @MatthiasHowellYopp, @akaKuruma, @alex-clawd, @github-actions[bot], @github-advanced-security[bot], @greysonlalonde, @iris-clawd, @lorenzejay, @mattatcha, @renatonitta
+
+
+
## v1.14.3a3
diff --git a/docs/ko/changelog.mdx b/docs/ko/changelog.mdx
index 26c63cad6..1f933eb30 100644
--- a/docs/ko/changelog.mdx
+++ b/docs/ko/changelog.mdx
@@ -4,6 +4,54 @@ description: "CrewAI의 제품 업데이트, 개선 사항 및 버그 수정"
icon: "clock"
mode: "wide"
---
+
+ ## v1.14.3
+
+ [GitHub 릴리스 보기](https://github.com/crewAIInc/crewAI/releases/tag/1.14.3)
+
+ ## 변경 사항
+
+ ### 기능
+ - 체크포인트 작업을 위한 생명주기 이벤트 추가
+ - e2b 지원 추가
+ - Azure 통합에서 API 키가 제공되지 않을 경우 DefaultAzureCredential로 대체
+ - Bedrock V4 지원 추가
+ - 향상된 기능을 위한 Daytona 샌드박스 도구 추가
+ - 독립형 에이전트에 체크포인트 및 포크 지원 추가
+
+ ### 버그 수정
+ - execution_id를 state.id와 분리되도록 수정
+ - 체크포인트 재개 시 기록된 메서드 이벤트 재생 문제 해결
+ - initial_state 클래스 참조의 JSON 스키마 직렬화 수정
+ - 메타데이터 전용 에이전트 기술 보존
+ - 암묵적인 @CrewBase 이름을 크루 이벤트로 전파
+ - 중복 배치 초기화 시 실행 메타데이터 병합
+ - 체크포인트를 위한 Task 클래스 참조 필드의 직렬화 수정
+ - 가드레일 재시도 루프에서 BaseModel 결과 처리
+ - Gemini 스트리밍 도구 호출에서 thought_signature 보존
+ - 포크 재개 시 task_started 방출 및 체크포인트 TUI 재설계
+ - 체크포인트 가지치기 테스트에서 미래 날짜 사용하여 시간 의존적 실패 방지
+ - 드라이 런 주문 수정 및 devtools 릴리스에서 체크아웃된 오래된 브랜치 처리
+ - 보안 패치를 위해 lxml을 >=6.1.0으로 업그레이드
+ - 보안 패치를 위해 python-dotenv를 >=1.2.2로 업그레이드
+
+ ### 문서
+ - v1.14.3에 대한 변경 로그 및 버전 업데이트
+ - 'AI로 빌드하기' 페이지 추가 및 모든 언어에 대한 내비게이션 업데이트
+ - 모든 로케일에서 build-with-ai 페이지의 가격 FAQ 제거
+
+ ### 성능
+ - MCP SDK 및 이벤트 유형 최적화하여 콜드 스타트를 약 29% 감소
+
+ ### 리팩토링
+ - 중복 제거 및 상태 유형 힌트를 강화하기 위해 체크포인트 헬퍼 리팩토링
+
+ ## 기여자
+
+ @MatthiasHowellYopp, @akaKuruma, @alex-clawd, @github-actions[bot], @github-advanced-security[bot], @greysonlalonde, @iris-clawd, @lorenzejay, @mattatcha, @renatonitta
+
+
+
## v1.14.3a3
diff --git a/docs/pt-BR/changelog.mdx b/docs/pt-BR/changelog.mdx
index 4c7a0234c..b2aaaea17 100644
--- a/docs/pt-BR/changelog.mdx
+++ b/docs/pt-BR/changelog.mdx
@@ -4,6 +4,54 @@ description: "Atualizações de produto, melhorias e correções do CrewAI"
icon: "clock"
mode: "wide"
---
+
+ ## v1.14.3
+
+ [Ver release no GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.3)
+
+ ## O que Mudou
+
+ ### Recursos
+ - Adicionar eventos de ciclo de vida para operações de checkpoint
+ - Adicionar suporte para e2b
+ - Reverter para DefaultAzureCredential quando nenhuma chave de API for fornecida na integração com o Azure
+ - Adicionar suporte ao Bedrock V4
+ - Adicionar ferramentas de sandbox Daytona para funcionalidade aprimorada
+ - Adicionar suporte a checkpoint e fork para agentes autônomos
+
+ ### Correções de Bugs
+ - Corrigir execution_id para ser separado de state.id
+ - Resolver a reprodução de eventos de método gravados na retomada do checkpoint
+ - Corrigir a serialização de referências de classe initial_state como esquema JSON
+ - Preservar habilidades de agente somente de metadados
+ - Propagar nomes implícitos @CrewBase para eventos da equipe
+ - Mesclar metadados de execução na inicialização de lote duplicado
+ - Corrigir a serialização de campos de referência de classe Task para checkpointing
+ - Lidar com o resultado BaseModel no loop de retry do guardrail
+ - Preservar thought_signature em chamadas de ferramentas de streaming Gemini
+ - Emitir task_started na retomada do fork e redesenhar TUI de checkpoint
+ - Usar datas futuras em testes de poda de checkpoint para evitar falhas dependentes do tempo
+ - Corrigir a ordem de dry-run e lidar com branch obsoleta verificada na liberação do devtools
+ - Atualizar lxml para >=6.1.0 para patch de segurança
+ - Aumentar python-dotenv para >=1.2.2 para patch de segurança
+
+ ### Documentação
+ - Atualizar changelog e versão para v1.14.3
+ - Adicionar página 'Construir com IA' e atualizar navegação para todos os idiomas
+ - Remover FAQ de preços da página construir-com-ia em todos os locais
+
+ ### Desempenho
+ - Otimizar MCP SDK e tipos de eventos para reduzir o tempo de inicialização a frio em ~29%
+
+ ### Refatoração
+ - Refatorar auxiliares de checkpoint para eliminar duplicação e apertar dicas de tipo de estado
+
+ ## Contribuidores
+
+ @MatthiasHowellYopp, @akaKuruma, @alex-clawd, @github-actions[bot], @github-advanced-security[bot], @greysonlalonde, @iris-clawd, @lorenzejay, @mattatcha, @renatonitta
+
+
+
## v1.14.3a3