diff --git a/docs/ar/changelog.mdx b/docs/ar/changelog.mdx
index 296f4cbdf..4360e39f9 100644
--- a/docs/ar/changelog.mdx
+++ b/docs/ar/changelog.mdx
@@ -4,6 +4,29 @@ description: "تحديثات المنتج والتحسينات وإصلاحات
icon: "clock"
mode: "wide"
---
+
+ ## v1.12.2
+
+ [عرض الإصدار على GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.12.2)
+
+ ## ما الذي تغير
+
+ ### الميزات
+ - إضافة مرحلة إصدار المؤسسات إلى إصدار أدوات المطورين
+
+ ### إصلاحات الأخطاء
+ - الحفاظ على قيمة إرجاع الطريقة كإخراج تدفق لـ @human_feedback مع emit
+
+ ### الوثائق
+ - تحديث سجل التغييرات والإصدار لـ v1.12.1
+ - مراجعة سياسة الأمان وتعليمات الإبلاغ
+
+ ## المساهمون
+
+ @alex-clawd, @greysonlalonde, @joaomdmoura, @theCyberTech
+
+
+
## v1.12.1
diff --git a/docs/docs.json b/docs/docs.json
index e3f96ff63..083ddf381 100644
--- a/docs/docs.json
+++ b/docs/docs.json
@@ -56,7 +56,7 @@
},
"versions": [
{
- "version": "v1.12.1",
+ "version": "v1.12.2",
"default": true,
"tabs": [
{
@@ -525,6 +525,475 @@
}
]
},
+ {
+ "version": "v1.12.1",
+ "tabs": [
+ {
+ "tab": "Home",
+ "icon": "house",
+ "groups": [
+ {
+ "group": "Welcome",
+ "pages": [
+ "index"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "Documentation",
+ "icon": "book-open",
+ "groups": [
+ {
+ "group": "Get Started",
+ "pages": [
+ "en/introduction",
+ "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"
+ ]
+ },
+ {
+ "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/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"
+ ]
+ },
+ {
+ "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"
+ ]
+ },
+ {
+ "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/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": "v1.12.0",
"tabs": [
@@ -2898,7 +3367,7 @@
},
"versions": [
{
- "version": "v1.12.1",
+ "version": "v1.12.2",
"default": true,
"tabs": [
{
@@ -3352,6 +3821,460 @@
}
]
},
+ {
+ "version": "v1.12.1",
+ "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/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/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"
+ ]
+ },
+ {
+ "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/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": "v1.12.0",
"tabs": [
@@ -5650,7 +6573,7 @@
},
"versions": [
{
- "version": "v1.12.1",
+ "version": "v1.12.2",
"default": true,
"tabs": [
{
@@ -6116,6 +7039,472 @@
}
]
},
+ {
+ "version": "v1.12.1",
+ "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/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/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"
+ ]
+ },
+ {
+ "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/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": "v1.12.0",
"tabs": [
@@ -8474,7 +9863,7 @@
},
"versions": [
{
- "version": "v1.12.1",
+ "version": "v1.12.2",
"default": true,
"tabs": [
{
@@ -8940,6 +10329,472 @@
}
]
},
+ {
+ "version": "v1.12.1",
+ "tabs": [
+ {
+ "tab": "الرئيسية",
+ "icon": "house",
+ "groups": [
+ {
+ "group": "مرحباً",
+ "pages": [
+ "ar/index"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "التقنية التوثيق",
+ "icon": "book-open",
+ "groups": [
+ {
+ "group": "البدء",
+ "pages": [
+ "ar/introduction",
+ "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/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"
+ ]
+ },
+ {
+ "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/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": "v1.12.0",
"tabs": [
diff --git a/docs/en/changelog.mdx b/docs/en/changelog.mdx
index 8d9b921fc..b9ebbc585 100644
--- a/docs/en/changelog.mdx
+++ b/docs/en/changelog.mdx
@@ -4,6 +4,29 @@ description: "Product updates, improvements, and bug fixes for CrewAI"
icon: "clock"
mode: "wide"
---
+
+ ## v1.12.2
+
+ [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.12.2)
+
+ ## What's Changed
+
+ ### Features
+ - Add enterprise release phase to devtools release
+
+ ### Bug Fixes
+ - Preserve method return value as flow output for @human_feedback with emit
+
+ ### Documentation
+ - Update changelog and version for v1.12.1
+ - Revise security policy and reporting instructions
+
+ ## Contributors
+
+ @alex-clawd, @greysonlalonde, @joaomdmoura, @theCyberTech
+
+
+
## v1.12.1
diff --git a/docs/ko/changelog.mdx b/docs/ko/changelog.mdx
index c39cd4c1a..efe6316b0 100644
--- a/docs/ko/changelog.mdx
+++ b/docs/ko/changelog.mdx
@@ -4,6 +4,29 @@ description: "CrewAI의 제품 업데이트, 개선 사항 및 버그 수정"
icon: "clock"
mode: "wide"
---
+
+ ## v1.12.2
+
+ [GitHub 릴리스 보기](https://github.com/crewAIInc/crewAI/releases/tag/1.12.2)
+
+ ## 변경 사항
+
+ ### 기능
+ - devtools 릴리스에 기업 릴리스 단계 추가
+
+ ### 버그 수정
+ - @human_feedback과 함께 emit을 사용할 때 메서드 반환 값을 흐름 출력으로 유지
+
+ ### 문서
+ - v1.12.1에 대한 변경 로그 및 버전 업데이트
+ - 보안 정책 및 보고 지침 수정
+
+ ## 기여자
+
+ @alex-clawd, @greysonlalonde, @joaomdmoura, @theCyberTech
+
+
+
## v1.12.1
diff --git a/docs/pt-BR/changelog.mdx b/docs/pt-BR/changelog.mdx
index a21d2f1d8..e39409740 100644
--- a/docs/pt-BR/changelog.mdx
+++ b/docs/pt-BR/changelog.mdx
@@ -4,6 +4,29 @@ description: "Atualizações de produto, melhorias e correções do CrewAI"
icon: "clock"
mode: "wide"
---
+
+ ## v1.12.2
+
+ [Ver release no GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.12.2)
+
+ ## O que Mudou
+
+ ### Recursos
+ - Adicionar fase de lançamento empresarial ao lançamento do devtools
+
+ ### Correções de Bugs
+ - Preservar o valor de retorno do método como saída de fluxo para @human_feedback com emit
+
+ ### Documentação
+ - Atualizar changelog e versão para v1.12.1
+ - Revisar política de segurança e instruções de relatório
+
+ ## Contributors
+
+ @alex-clawd, @greysonlalonde, @joaomdmoura, @theCyberTech
+
+
+
## v1.12.1