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Lorenze Jay
Define stream frame protocol for flows (#6391)
30 июн 2026, 20:53
Не верифицирован
30 июн 2026, 20:53
8eed457
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"edge/ko/observability/arize-phoenix", "edge/ko/observability/braintrust", "edge/ko/observability/datadog", "edge/ko/observability/galileo", "edge/ko/observability/langdb", "edge/ko/observability/langfuse", "edge/ko/observability/langtrace", "edge/ko/observability/maxim", "edge/ko/observability/mlflow", "edge/ko/observability/neatlogs", "edge/ko/observability/openlit", "edge/ko/observability/opik", "edge/ko/observability/patronus-evaluation", "edge/ko/observability/portkey", "edge/ko/observability/weave" ] }, { "group": "학습", "pages": [ "edge/ko/learn/overview", "edge/ko/learn/llm-selection-guide", "edge/ko/learn/conditional-tasks", "edge/ko/learn/coding-agents", "edge/ko/learn/create-custom-tools", "edge/ko/learn/custom-llm", "edge/ko/learn/custom-manager-agent", "edge/ko/learn/customizing-agents", "edge/ko/learn/dalle-image-generation", "edge/ko/learn/force-tool-output-as-result", "edge/ko/learn/hierarchical-process", "edge/ko/learn/human-input-on-execution", "edge/ko/learn/human-in-the-loop", "edge/ko/learn/human-feedback-in-flows", "edge/ko/learn/kickoff-async", "edge/ko/learn/kickoff-for-each", "edge/ko/learn/streaming-runtime-contract", "edge/ko/learn/llm-connections", "edge/ko/learn/multimodal-agents", "edge/ko/learn/replay-tasks-from-latest-crew-kickoff", "edge/ko/learn/sequential-process", "edge/ko/learn/using-annotations", "edge/ko/learn/execution-hooks", "edge/ko/learn/llm-hooks", "edge/ko/learn/tool-hooks" ] }, { "group": "Telemetry", "pages": [ "edge/ko/telemetry" ] } ] }, { "tab": "엔터프라이즈", "icon": "briefcase", "groups": [ { "group": "시작 안내", "pages": [ "edge/ko/enterprise/introduction" ] }, { "group": "빌드", "pages": [ "edge/ko/enterprise/features/automations", { "group": "Crew Studio", "icon": "pencil", "pages": [ "edge/ko/enterprise/features/crew-studio", "edge/ko/enterprise/features/merged-step-card" ] }, "edge/ko/enterprise/features/marketplace", "edge/ko/enterprise/features/agent-repositories", "edge/ko/enterprise/features/tools-and-integrations", "edge/ko/enterprise/features/pii-trace-redactions" ] }, { "group": "운영", "pages": [ "edge/ko/enterprise/features/traces", "edge/ko/enterprise/features/webhook-streaming", "edge/ko/enterprise/features/hallucination-guardrail", "edge/ko/enterprise/features/flow-hitl-management" ] }, { "group": "관리", "pages": [ "edge/ko/enterprise/features/rbac", { "group": "Secrets Manager", "icon": "lock", "pages": [ "edge/ko/enterprise/features/secrets-manager/overview", "edge/ko/enterprise/features/secrets-manager/usage", { "group": "AWS", "icon": "aws", "pages": [ "edge/ko/enterprise/features/secrets-manager/aws", "edge/ko/enterprise/features/secrets-manager/aws-workload-identity" ] }, { "group": "GCP", "icon": "google", "pages": [ "edge/ko/enterprise/features/secrets-manager/gcp", "edge/ko/enterprise/features/secrets-manager/gcp-workload-identity" ] }, { "group": "Azure", "icon": "microsoft", "pages": [ "edge/ko/enterprise/features/secrets-manager/azure", "edge/ko/enterprise/features/secrets-manager/azure-workload-identity" ] }, "edge/ko/enterprise/features/secrets-manager/verify-rotation" ] } ] }, { "group": "통합 문서", "pages": [ "edge/ko/enterprise/integrations/asana", "edge/ko/enterprise/integrations/box", "edge/ko/enterprise/integrations/clickup", "edge/ko/enterprise/integrations/databricks", "edge/ko/enterprise/integrations/github", "edge/ko/enterprise/integrations/gmail", "edge/ko/enterprise/integrations/google_calendar", "edge/ko/enterprise/integrations/google_contacts", "edge/ko/enterprise/integrations/google_docs", "edge/ko/enterprise/integrations/google_drive", "edge/ko/enterprise/integrations/google_sheets", "edge/ko/enterprise/integrations/google_slides", "edge/ko/enterprise/integrations/hubspot", "edge/ko/enterprise/integrations/jira", "edge/ko/enterprise/integrations/linear", "edge/ko/enterprise/integrations/microsoft_excel", "edge/ko/enterprise/integrations/microsoft_onedrive", "edge/ko/enterprise/integrations/microsoft_outlook", "edge/ko/enterprise/integrations/microsoft_sharepoint", "edge/ko/enterprise/integrations/microsoft_teams", "edge/ko/enterprise/integrations/microsoft_word", "edge/ko/enterprise/integrations/notion", "edge/ko/enterprise/integrations/salesforce", "edge/ko/enterprise/integrations/shopify", "edge/ko/enterprise/integrations/slack", "edge/ko/enterprise/integrations/snowflake", "edge/ko/enterprise/integrations/stripe", "edge/ko/enterprise/integrations/zendesk" ] }, { "group": "How-To Guides", "pages": [ "edge/ko/enterprise/guides/build-crew", "edge/ko/enterprise/guides/prepare-for-deployment", "edge/ko/enterprise/guides/deploy-to-amp", "edge/ko/enterprise/guides/monorepo-deployments", "edge/ko/enterprise/guides/private-package-registry", "edge/ko/enterprise/guides/kickoff-crew", "edge/ko/enterprise/guides/training-crews", "edge/ko/enterprise/guides/update-crew", "edge/ko/enterprise/guides/enable-crew-studio", "edge/ko/enterprise/guides/capture_telemetry_logs", "edge/ko/enterprise/guides/datadog", "edge/ko/enterprise/guides/azure-openai-setup", "edge/ko/enterprise/guides/tool-repository", "edge/ko/enterprise/guides/custom-mcp-server", "edge/ko/enterprise/guides/react-component-export", "edge/ko/enterprise/guides/team-management", "edge/ko/enterprise/guides/human-in-the-loop", "edge/ko/enterprise/guides/webhook-automation" ] }, { "group": "트리거", "pages": [ "edge/ko/enterprise/guides/automation-triggers", "edge/ko/enterprise/guides/gmail-trigger", "edge/ko/enterprise/guides/google-calendar-trigger", "edge/ko/enterprise/guides/google-drive-trigger", "edge/ko/enterprise/guides/outlook-trigger", "edge/ko/enterprise/guides/onedrive-trigger", "edge/ko/enterprise/guides/microsoft-teams-trigger", "edge/ko/enterprise/guides/slack-trigger", "edge/ko/enterprise/guides/hubspot-trigger", "edge/ko/enterprise/guides/salesforce-trigger", "edge/ko/enterprise/guides/zapier-trigger" ] }, { "group": "학습 자원", "pages": [ "edge/ko/enterprise/resources/frequently-asked-questions" ] } ] }, { "tab": "API 레퍼런스", "icon": "magnifying-glass", "groups": [ { "group": "시작 안내", "pages": [ "edge/ko/api-reference/introduction", "edge/ko/api-reference/inputs", "edge/ko/api-reference/kickoff", "edge/ko/api-reference/resume", "edge/ko/api-reference/status" ] } ] }, { "tab": "예시", "icon": "code", "groups": [ { "group": "예시", "pages": [ "edge/ko/examples/example", "edge/ko/examples/cookbooks" ] } ] }, { "tab": "변경 로그", "icon": "clock", "groups": [ { "group": "릴리스 노트", "pages": [ "edge/ko/changelog" ] } ] } ], "tag": "Edge" }, { "version": "v1.15.1", "default": true, "tabs": [ { "tab": "홈", "icon": "house", "groups": [ { "group": "환영합니다", "pages": [ "v1.15.1/ko/index" ] } ] }, { "tab": "기술 문서", "icon": "book-open", "groups": [ { "group": "시작 안내", "pages": [ "v1.15.1/ko/introduction", "v1.15.1/ko/guides/coding-tools/build-with-ai", "v1.15.1/ko/skills", "v1.15.1/ko/installation", "v1.15.1/ko/quickstart" ] }, { "group": "가이드", "pages": [ { "group": "전략", "icon": "compass", "pages": [ "v1.15.1/ko/guides/concepts/evaluating-use-cases" ] }, { "group": "에이전트 (Agents)", "icon": "user", "pages": [ "v1.15.1/ko/guides/agents/crafting-effective-agents" ] }, { "group": "크루 (Crews)", "icon": "users", "pages": [ "v1.15.1/ko/guides/crews/first-crew" ] }, { "group": "플로우 (Flows)", "icon": "code-branch", "pages": [ "v1.15.1/ko/guides/flows/first-flow", "v1.15.1/ko/guides/flows/mastering-flow-state", "v1.15.1/ko/guides/flows/conversational-flows", "v1.15.1/ko/guides/flows/inputs-id-deprecation" ] }, { "group": "도구", "icon": "wrench", "pages": [ "v1.15.1/ko/guides/tools/publish-custom-tools" ] }, { "group": "코딩 도구", "icon": "terminal", "pages": [ "v1.15.1/ko/guides/coding-tools/agents-md" ] }, { "group": "고급", "icon": "gear", "pages": [ "v1.15.1/ko/guides/advanced/customizing-prompts", "v1.15.1/ko/guides/advanced/fingerprinting" ] }, { "group": "마이그레이션", "icon": "shuffle", "pages": [ "v1.15.1/ko/guides/migration/migrating-from-langgraph" ] } ] }, { "group": "핵심 개념", "pages": [ "v1.15.1/ko/concepts/agents", "v1.15.1/ko/concepts/tasks", "v1.15.1/ko/concepts/agent-capabilities", "v1.15.1/ko/concepts/crews", "v1.15.1/ko/concepts/flows", "v1.15.1/ko/concepts/production-architecture", "v1.15.1/ko/concepts/knowledge", "v1.15.1/ko/concepts/skills", "v1.15.1/ko/concepts/llms", "v1.15.1/ko/concepts/files", "v1.15.1/ko/concepts/processes", "v1.15.1/ko/concepts/collaboration", "v1.15.1/ko/concepts/training", "v1.15.1/ko/concepts/memory", "v1.15.1/ko/concepts/reasoning", "v1.15.1/ko/concepts/planning", "v1.15.1/ko/concepts/testing", "v1.15.1/ko/concepts/cli", "v1.15.1/ko/concepts/tools", "v1.15.1/ko/concepts/event-listener", "v1.15.1/ko/concepts/checkpointing" ] }, { "group": "MCP 통합", "pages": [ "v1.15.1/ko/mcp/overview", "v1.15.1/ko/mcp/dsl-integration", "v1.15.1/ko/mcp/stdio", "v1.15.1/ko/mcp/sse", "v1.15.1/ko/mcp/streamable-http", "v1.15.1/ko/mcp/multiple-servers", "v1.15.1/ko/mcp/security" ] }, { "group": "도구 (Tools)", "pages": [ "v1.15.1/ko/tools/overview", { "group": "파일 & 문서", "icon": "folder-open", "pages": [ "v1.15.1/ko/tools/file-document/overview", "v1.15.1/ko/tools/file-document/filereadtool", "v1.15.1/ko/tools/file-document/filewritetool", "v1.15.1/ko/tools/file-document/pdfsearchtool", "v1.15.1/ko/tools/file-document/docxsearchtool", "v1.15.1/ko/tools/file-document/mdxsearchtool", "v1.15.1/ko/tools/file-document/xmlsearchtool", "v1.15.1/ko/tools/file-document/txtsearchtool", "v1.15.1/ko/tools/file-document/jsonsearchtool", "v1.15.1/ko/tools/file-document/csvsearchtool", "v1.15.1/ko/tools/file-document/directorysearchtool", "v1.15.1/ko/tools/file-document/directoryreadtool", "v1.15.1/ko/tools/file-document/ocrtool", "v1.15.1/ko/tools/file-document/pdf-text-writing-tool" ] }, { "group": "웹 스크래핑 & 브라우징", "icon": "globe", "pages": [ "v1.15.1/ko/tools/web-scraping/overview", "v1.15.1/ko/tools/web-scraping/scrapewebsitetool", "v1.15.1/ko/tools/web-scraping/scrapeelementfromwebsitetool", "v1.15.1/ko/tools/web-scraping/scrapflyscrapetool", "v1.15.1/ko/tools/web-scraping/seleniumscrapingtool", "v1.15.1/ko/tools/web-scraping/scrapegraphscrapetool", "v1.15.1/ko/tools/web-scraping/spidertool", "v1.15.1/ko/tools/web-scraping/browserbaseloadtool", "v1.15.1/ko/tools/web-scraping/hyperbrowserloadtool", "v1.15.1/ko/tools/web-scraping/stagehandtool", "v1.15.1/ko/tools/web-scraping/firecrawlcrawlwebsitetool", "v1.15.1/ko/tools/web-scraping/firecrawlscrapewebsitetool", "v1.15.1/ko/tools/web-scraping/oxylabsscraperstool", "v1.15.1/ko/tools/web-scraping/brightdata-tools" ] }, { "group": "검색 및 연구", "icon": "magnifying-glass", "pages": [ "v1.15.1/ko/tools/search-research/overview", "v1.15.1/ko/tools/search-research/serperdevtool", "v1.15.1/ko/tools/search-research/bravesearchtool", "v1.15.1/ko/tools/search-research/exasearchtool", "v1.15.1/ko/tools/search-research/linkupsearchtool", "v1.15.1/ko/tools/search-research/githubsearchtool", "v1.15.1/ko/tools/search-research/websitesearchtool", "v1.15.1/ko/tools/search-research/codedocssearchtool", "v1.15.1/ko/tools/search-research/youtubechannelsearchtool", "v1.15.1/ko/tools/search-research/youtubevideosearchtool", "v1.15.1/ko/tools/search-research/tavilysearchtool", "v1.15.1/ko/tools/search-research/tavilyextractortool", "v1.15.1/ko/tools/search-research/tavilyresearchtool", "v1.15.1/ko/tools/search-research/arxivpapertool", "v1.15.1/ko/tools/search-research/serpapi-googlesearchtool", "v1.15.1/ko/tools/search-research/serpapi-googleshoppingtool", "v1.15.1/ko/tools/search-research/databricks-query-tool" ] }, { "group": "데이터베이스 & 데이터", "icon": "database", "pages": [ "v1.15.1/ko/tools/database-data/overview", "v1.15.1/ko/tools/database-data/mysqltool", "v1.15.1/ko/tools/database-data/pgsearchtool", "v1.15.1/ko/tools/database-data/snowflakesearchtool", 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"v1.15.1/ko/tools/integration/bedrockinvokeagenttool", "v1.15.1/ko/tools/integration/crewaiautomationtool" ] }, { "group": "자동화", "icon": "bolt", "pages": [ "v1.15.1/ko/tools/automation/overview", "v1.15.1/ko/tools/automation/apifyactorstool", "v1.15.1/ko/tools/automation/composiotool", "v1.15.1/ko/tools/automation/multiontool", "v1.15.1/ko/tools/automation/zapieractionstool" ] } ] }, { "group": "Observability", "pages": [ "v1.15.1/ko/observability/tracing", "v1.15.1/ko/observability/overview", "v1.15.1/ko/observability/arize-phoenix", "v1.15.1/ko/observability/braintrust", "v1.15.1/ko/observability/datadog", "v1.15.1/ko/observability/galileo", "v1.15.1/ko/observability/langdb", "v1.15.1/ko/observability/langfuse", "v1.15.1/ko/observability/langtrace", "v1.15.1/ko/observability/maxim", "v1.15.1/ko/observability/mlflow", "v1.15.1/ko/observability/neatlogs", "v1.15.1/ko/observability/openlit", "v1.15.1/ko/observability/opik", "v1.15.1/ko/observability/patronus-evaluation", "v1.15.1/ko/observability/portkey", "v1.15.1/ko/observability/weave" ] }, { "group": "학습", "pages": [ "v1.15.1/ko/learn/overview", "v1.15.1/ko/learn/llm-selection-guide", "v1.15.1/ko/learn/conditional-tasks", "v1.15.1/ko/learn/coding-agents", "v1.15.1/ko/learn/create-custom-tools", "v1.15.1/ko/learn/custom-llm", "v1.15.1/ko/learn/custom-manager-agent", "v1.15.1/ko/learn/customizing-agents", "v1.15.1/ko/learn/dalle-image-generation", "v1.15.1/ko/learn/force-tool-output-as-result", "v1.15.1/ko/learn/hierarchical-process", "v1.15.1/ko/learn/human-input-on-execution", "v1.15.1/ko/learn/human-in-the-loop", "v1.15.1/ko/learn/human-feedback-in-flows", "v1.15.1/ko/learn/kickoff-async", "v1.15.1/ko/learn/kickoff-for-each", "v1.15.1/ko/learn/llm-connections", "v1.15.1/ko/learn/multimodal-agents", "v1.15.1/ko/learn/replay-tasks-from-latest-crew-kickoff", "v1.15.1/ko/learn/sequential-process", "v1.15.1/ko/learn/using-annotations", "v1.15.1/ko/learn/execution-hooks", "v1.15.1/ko/learn/llm-hooks", "v1.15.1/ko/learn/tool-hooks" ] }, { "group": "Telemetry", "pages": [ "v1.15.1/ko/telemetry" ] } ] }, { "tab": "엔터프라이즈", "icon": "briefcase", "groups": [ { "group": "시작 안내", "pages": [ "v1.15.1/ko/enterprise/introduction" ] }, { "group": "빌드", "pages": [ "v1.15.1/ko/enterprise/features/automations", { "group": "Crew Studio", "icon": "pencil", "pages": [ "v1.15.1/ko/enterprise/features/crew-studio", "v1.15.1/ko/enterprise/features/merged-step-card" ] }, "v1.15.1/ko/enterprise/features/marketplace", "v1.15.1/ko/enterprise/features/agent-repositories", "v1.15.1/ko/enterprise/features/tools-and-integrations", "v1.15.1/ko/enterprise/features/pii-trace-redactions" ] }, { "group": "운영", "pages": [ "v1.15.1/ko/enterprise/features/traces", "v1.15.1/ko/enterprise/features/webhook-streaming", "v1.15.1/ko/enterprise/features/hallucination-guardrail", "v1.15.1/ko/enterprise/features/flow-hitl-management" ] }, { "group": "관리", "pages": [ "v1.15.1/ko/enterprise/features/rbac", { "group": "Secrets 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"v1.14.4/ko/guides/advanced/customizing-prompts", "v1.14.4/ko/guides/advanced/fingerprinting" ] }, { "group": "마이그레이션", "icon": "shuffle", "pages": [ "v1.14.4/ko/guides/migration/migrating-from-langgraph" ] } ] }, { "group": "핵심 개념", "pages": [ "v1.14.4/ko/concepts/agents", "v1.14.4/ko/concepts/tasks", "v1.14.4/ko/concepts/agent-capabilities", "v1.14.4/ko/concepts/crews", "v1.14.4/ko/concepts/flows", "v1.14.4/ko/concepts/production-architecture", "v1.14.4/ko/concepts/knowledge", "v1.14.4/ko/concepts/skills", "v1.14.4/ko/concepts/llms", "v1.14.4/ko/concepts/files", "v1.14.4/ko/concepts/processes", "v1.14.4/ko/concepts/collaboration", "v1.14.4/ko/concepts/training", "v1.14.4/ko/concepts/memory", "v1.14.4/ko/concepts/reasoning", "v1.14.4/ko/concepts/planning", "v1.14.4/ko/concepts/testing", "v1.14.4/ko/concepts/cli", "v1.14.4/ko/concepts/tools", "v1.14.4/ko/concepts/event-listener", "v1.14.4/ko/concepts/checkpointing" ] }, { "group": "MCP 통합", "pages": [ "v1.14.4/ko/mcp/overview", 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"v1.14.1/ko/tools/file-document/txtsearchtool", "v1.14.1/ko/tools/file-document/jsonsearchtool", "v1.14.1/ko/tools/file-document/csvsearchtool", "v1.14.1/ko/tools/file-document/directorysearchtool", "v1.14.1/ko/tools/file-document/directoryreadtool", "v1.14.1/ko/tools/file-document/ocrtool", "v1.14.1/ko/tools/file-document/pdf-text-writing-tool" ] }, { "group": "웹 스크래핑 & 브라우징", "icon": "globe", "pages": [ "v1.14.1/ko/tools/web-scraping/overview", "v1.14.1/ko/tools/web-scraping/scrapewebsitetool", "v1.14.1/ko/tools/web-scraping/scrapeelementfromwebsitetool", "v1.14.1/ko/tools/web-scraping/scrapflyscrapetool", "v1.14.1/ko/tools/web-scraping/seleniumscrapingtool", "v1.14.1/ko/tools/web-scraping/scrapegraphscrapetool", "v1.14.1/ko/tools/web-scraping/spidertool", "v1.14.1/ko/tools/web-scraping/browserbaseloadtool", "v1.14.1/ko/tools/web-scraping/hyperbrowserloadtool", "v1.14.1/ko/tools/web-scraping/stagehandtool", "v1.14.1/ko/tools/web-scraping/firecrawlcrawlwebsitetool", "v1.14.1/ko/tools/web-scraping/firecrawlscrapewebsitetool", "v1.14.1/ko/tools/web-scraping/oxylabsscraperstool", "v1.14.1/ko/tools/web-scraping/brightdata-tools" ] }, { "group": "검색 및 연구", "icon": "magnifying-glass", "pages": [ "v1.14.1/ko/tools/search-research/overview", "v1.14.1/ko/tools/search-research/serperdevtool", "v1.14.1/ko/tools/search-research/bravesearchtool", "v1.14.1/ko/tools/search-research/exasearchtool", "v1.14.1/ko/tools/search-research/linkupsearchtool", "v1.14.1/ko/tools/search-research/githubsearchtool", "v1.14.1/ko/tools/search-research/websitesearchtool", "v1.14.1/ko/tools/search-research/codedocssearchtool", "v1.14.1/ko/tools/search-research/youtubechannelsearchtool", "v1.14.1/ko/tools/search-research/youtubevideosearchtool", "v1.14.1/ko/tools/search-research/tavilysearchtool", "v1.14.1/ko/tools/search-research/tavilyextractortool", "v1.14.1/ko/tools/search-research/arxivpapertool", "v1.14.1/ko/tools/search-research/serpapi-googlesearchtool", "v1.14.1/ko/tools/search-research/serpapi-googleshoppingtool", "v1.14.1/ko/tools/search-research/databricks-query-tool" ] }, { "group": "데이터베이스 & 데이터", "icon": "database", "pages": [ "v1.14.1/ko/tools/database-data/overview", "v1.14.1/ko/tools/database-data/mysqltool", "v1.14.1/ko/tools/database-data/pgsearchtool", "v1.14.1/ko/tools/database-data/snowflakesearchtool", "v1.14.1/ko/tools/database-data/nl2sqltool", "v1.14.1/ko/tools/database-data/qdrantvectorsearchtool", "v1.14.1/ko/tools/database-data/weaviatevectorsearchtool", "v1.14.1/ko/tools/database-data/mongodbvectorsearchtool", "v1.14.1/ko/tools/database-data/singlestoresearchtool" ] }, { "group": "인공지능 & 머신러닝", "icon": "brain", "pages": [ "v1.14.1/ko/tools/ai-ml/overview", "v1.14.1/ko/tools/ai-ml/dalletool", "v1.14.1/ko/tools/ai-ml/visiontool", "v1.14.1/ko/tools/ai-ml/aimindtool", "v1.14.1/ko/tools/ai-ml/llamaindextool", "v1.14.1/ko/tools/ai-ml/langchaintool", "v1.14.1/ko/tools/ai-ml/ragtool", "v1.14.1/ko/tools/ai-ml/codeinterpretertool" ] }, { "group": "클라우드 & 스토리지", "icon": "cloud", "pages": [ "v1.14.1/ko/tools/cloud-storage/overview", "v1.14.1/ko/tools/cloud-storage/s3readertool", "v1.14.1/ko/tools/cloud-storage/s3writertool", "v1.14.1/ko/tools/cloud-storage/bedrockkbretriever" ] }, { "group": "Integrations", "icon": "plug", "pages": [ "v1.14.1/ko/tools/integration/overview", "v1.14.1/ko/tools/integration/bedrockinvokeagenttool", "v1.14.1/ko/tools/integration/crewaiautomationtool" ] }, { "group": "자동화", "icon": "bolt", "pages": [ "v1.14.1/ko/tools/automation/overview", "v1.14.1/ko/tools/automation/apifyactorstool", "v1.14.1/ko/tools/automation/composiotool", "v1.14.1/ko/tools/automation/multiontool", "v1.14.1/ko/tools/automation/zapieractionstool" ] } ] }, { "group": "Observability", "pages": [ "v1.14.1/ko/observability/tracing", "v1.14.1/ko/observability/overview", "v1.14.1/ko/observability/arize-phoenix", "v1.14.1/ko/observability/braintrust", "v1.14.1/ko/observability/datadog", "v1.14.1/ko/observability/galileo", "v1.14.1/ko/observability/langdb", "v1.14.1/ko/observability/langfuse", "v1.14.1/ko/observability/langtrace", "v1.14.1/ko/observability/maxim", "v1.14.1/ko/observability/mlflow", "v1.14.1/ko/observability/neatlogs", "v1.14.1/ko/observability/openlit", "v1.14.1/ko/observability/opik", "v1.14.1/ko/observability/patronus-evaluation", "v1.14.1/ko/observability/portkey", "v1.14.1/ko/observability/weave" ] }, { "group": "학습", "pages": [ "v1.14.1/ko/learn/overview", "v1.14.1/ko/learn/llm-selection-guide", "v1.14.1/ko/learn/conditional-tasks", "v1.14.1/ko/learn/coding-agents", "v1.14.1/ko/learn/create-custom-tools", "v1.14.1/ko/learn/custom-llm", "v1.14.1/ko/learn/custom-manager-agent", "v1.14.1/ko/learn/customizing-agents", "v1.14.1/ko/learn/dalle-image-generation", "v1.14.1/ko/learn/force-tool-output-as-result", "v1.14.1/ko/learn/hierarchical-process", "v1.14.1/ko/learn/human-input-on-execution", "v1.14.1/ko/learn/human-in-the-loop", "v1.14.1/ko/learn/human-feedback-in-flows", "v1.14.1/ko/learn/kickoff-async", "v1.14.1/ko/learn/kickoff-for-each", "v1.14.1/ko/learn/llm-connections", "v1.14.1/ko/learn/multimodal-agents", "v1.14.1/ko/learn/replay-tasks-from-latest-crew-kickoff", "v1.14.1/ko/learn/sequential-process", "v1.14.1/ko/learn/using-annotations", "v1.14.1/ko/learn/execution-hooks", "v1.14.1/ko/learn/llm-hooks", "v1.14.1/ko/learn/tool-hooks" ] }, { "group": "Telemetry", "pages": [ "v1.14.1/ko/telemetry" ] } ] }, { "tab": "엔터프라이즈", "icon": "briefcase", "groups": [ { "group": "시작 안내", "pages": [ "v1.14.1/ko/enterprise/introduction" ] }, { "group": "빌드", "pages": [ "v1.14.1/ko/enterprise/features/automations", "v1.14.1/ko/enterprise/features/crew-studio", "v1.14.1/ko/enterprise/features/marketplace", "v1.14.1/ko/enterprise/features/agent-repositories", "v1.14.1/ko/enterprise/features/tools-and-integrations", "v1.14.1/ko/enterprise/features/pii-trace-redactions" ] }, { "group": "운영", "pages": [ "v1.14.1/ko/enterprise/features/traces", "v1.14.1/ko/enterprise/features/webhook-streaming", "v1.14.1/ko/enterprise/features/hallucination-guardrail", "v1.14.1/ko/enterprise/features/flow-hitl-management" ] }, { "group": "관리", "pages": [ "v1.14.1/ko/enterprise/features/rbac" ] }, { "group": "통합 문서", "pages": [ "v1.14.1/ko/enterprise/integrations/asana", "v1.14.1/ko/enterprise/integrations/box", "v1.14.1/ko/enterprise/integrations/clickup", "v1.14.1/ko/enterprise/integrations/github", "v1.14.1/ko/enterprise/integrations/gmail", "v1.14.1/ko/enterprise/integrations/google_calendar", "v1.14.1/ko/enterprise/integrations/google_contacts", "v1.14.1/ko/enterprise/integrations/google_docs", "v1.14.1/ko/enterprise/integrations/google_drive", "v1.14.1/ko/enterprise/integrations/google_sheets", "v1.14.1/ko/enterprise/integrations/google_slides", "v1.14.1/ko/enterprise/integrations/hubspot", "v1.14.1/ko/enterprise/integrations/jira", "v1.14.1/ko/enterprise/integrations/linear", "v1.14.1/ko/enterprise/integrations/microsoft_excel", "v1.14.1/ko/enterprise/integrations/microsoft_onedrive", "v1.14.1/ko/enterprise/integrations/microsoft_outlook", "v1.14.1/ko/enterprise/integrations/microsoft_sharepoint", "v1.14.1/ko/enterprise/integrations/microsoft_teams", "v1.14.1/ko/enterprise/integrations/microsoft_word", "v1.14.1/ko/enterprise/integrations/notion", "v1.14.1/ko/enterprise/integrations/salesforce", "v1.14.1/ko/enterprise/integrations/shopify", "v1.14.1/ko/enterprise/integrations/slack", "v1.14.1/ko/enterprise/integrations/stripe", "v1.14.1/ko/enterprise/integrations/zendesk" ] }, { "group": "How-To Guides", "pages": [ "v1.14.1/ko/enterprise/guides/build-crew", "v1.14.1/ko/enterprise/guides/prepare-for-deployment", "v1.14.1/ko/enterprise/guides/deploy-to-amp", "v1.14.1/ko/enterprise/guides/private-package-registry", "v1.14.1/ko/enterprise/guides/kickoff-crew", "v1.14.1/ko/enterprise/guides/training-crews", "v1.14.1/ko/enterprise/guides/update-crew", "v1.14.1/ko/enterprise/guides/enable-crew-studio", "v1.14.1/ko/enterprise/guides/capture_telemetry_logs", "v1.14.1/ko/enterprise/guides/azure-openai-setup", "v1.14.1/ko/enterprise/guides/tool-repository", "v1.14.1/ko/enterprise/guides/custom-mcp-server", "v1.14.1/ko/enterprise/guides/react-component-export", "v1.14.1/ko/enterprise/guides/team-management", "v1.14.1/ko/enterprise/guides/human-in-the-loop", "v1.14.1/ko/enterprise/guides/webhook-automation" ] }, { "group": "트리거", "pages": [ "v1.14.1/ko/enterprise/guides/automation-triggers", "v1.14.1/ko/enterprise/guides/gmail-trigger", "v1.14.1/ko/enterprise/guides/google-calendar-trigger", "v1.14.1/ko/enterprise/guides/google-drive-trigger", "v1.14.1/ko/enterprise/guides/outlook-trigger", "v1.14.1/ko/enterprise/guides/onedrive-trigger", "v1.14.1/ko/enterprise/guides/microsoft-teams-trigger", "v1.14.1/ko/enterprise/guides/slack-trigger", "v1.14.1/ko/enterprise/guides/hubspot-trigger", "v1.14.1/ko/enterprise/guides/salesforce-trigger", "v1.14.1/ko/enterprise/guides/zapier-trigger" ] }, { "group": "학습 자원", "pages": [ "v1.14.1/ko/enterprise/resources/frequently-asked-questions" ] } ] }, { "tab": "API 레퍼런스", "icon": "magnifying-glass", "groups": [ { "group": "시작 안내", "pages": [ "v1.14.1/ko/api-reference/introduction", "v1.14.1/ko/api-reference/inputs", "v1.14.1/ko/api-reference/kickoff", "v1.14.1/ko/api-reference/resume", "v1.14.1/ko/api-reference/status" ] } ] }, { "tab": "예시", "icon": "code", "groups": [ { "group": "예시", "pages": [ "v1.14.1/ko/examples/example", "v1.14.1/ko/examples/cookbooks" ] } ] }, { "tab": "변경 로그", "icon": "clock", "groups": [ { "group": "릴리스 노트", "pages": [ "v1.14.1/ko/changelog" ] } ] } ] }, { "version": "v1.14.0", "tabs": [ { "tab": "홈", "icon": "house", "groups": [ { "group": "환영합니다", "pages": [ "v1.14.0/ko/index" ] } ] }, { "tab": "기술 문서", "icon": "book-open", "groups": [ { "group": "시작 안내", "pages": [ "v1.14.0/ko/introduction", "v1.14.0/ko/installation", "v1.14.0/ko/quickstart" ] }, { "group": "가이드", "pages": [ { "group": "전략", "icon": "compass", "pages": [ "v1.14.0/ko/guides/concepts/evaluating-use-cases" ] }, { "group": "에이전트 (Agents)", "icon": "user", "pages": [ "v1.14.0/ko/guides/agents/crafting-effective-agents" ] }, { "group": "크루 (Crews)", "icon": "users", "pages": [ "v1.14.0/ko/guides/crews/first-crew" ] }, { "group": "플로우 (Flows)", "icon": "code-branch", "pages": [ "v1.14.0/ko/guides/flows/first-flow", "v1.14.0/ko/guides/flows/mastering-flow-state" ] }, { "group": "도구", "icon": "wrench", "pages": [ "v1.14.0/ko/guides/tools/publish-custom-tools" ] }, { "group": "코딩 도구", "icon": "terminal", "pages": [ "v1.14.0/ko/guides/coding-tools/agents-md" ] }, { "group": "고급", "icon": "gear", "pages": [ "v1.14.0/ko/guides/advanced/customizing-prompts", "v1.14.0/ko/guides/advanced/fingerprinting" ] }, { "group": "마이그레이션", "icon": "shuffle", "pages": [ "v1.14.0/ko/guides/migration/migrating-from-langgraph" ] } ] }, { "group": "핵심 개념", "pages": [ "v1.14.0/ko/concepts/agents", "v1.14.0/ko/concepts/tasks", "v1.14.0/ko/concepts/agent-capabilities", "v1.14.0/ko/concepts/crews", "v1.14.0/ko/concepts/flows", "v1.14.0/ko/concepts/production-architecture", "v1.14.0/ko/concepts/knowledge", "v1.14.0/ko/concepts/skills", "v1.14.0/ko/concepts/llms", "v1.14.0/ko/concepts/files", "v1.14.0/ko/concepts/processes", "v1.14.0/ko/concepts/collaboration", "v1.14.0/ko/concepts/training", "v1.14.0/ko/concepts/memory", "v1.14.0/ko/concepts/reasoning", "v1.14.0/ko/concepts/planning", "v1.14.0/ko/concepts/testing", "v1.14.0/ko/concepts/cli", "v1.14.0/ko/concepts/tools", "v1.14.0/ko/concepts/event-listener", "v1.14.0/ko/concepts/checkpointing" ] }, { "group": "MCP 통합", "pages": [ "v1.14.0/ko/mcp/overview", "v1.14.0/ko/mcp/dsl-integration", "v1.14.0/ko/mcp/stdio", "v1.14.0/ko/mcp/sse", "v1.14.0/ko/mcp/streamable-http", "v1.14.0/ko/mcp/multiple-servers", "v1.14.0/ko/mcp/security" ] }, { "group": "도구 (Tools)", "pages": [ "v1.14.0/ko/tools/overview", { "group": "파일 & 문서", "icon": "folder-open", "pages": [ "v1.14.0/ko/tools/file-document/overview", "v1.14.0/ko/tools/file-document/filereadtool", "v1.14.0/ko/tools/file-document/filewritetool", "v1.14.0/ko/tools/file-document/pdfsearchtool", "v1.14.0/ko/tools/file-document/docxsearchtool", "v1.14.0/ko/tools/file-document/mdxsearchtool", "v1.14.0/ko/tools/file-document/xmlsearchtool", "v1.14.0/ko/tools/file-document/txtsearchtool", "v1.14.0/ko/tools/file-document/jsonsearchtool", "v1.14.0/ko/tools/file-document/csvsearchtool", "v1.14.0/ko/tools/file-document/directorysearchtool", "v1.14.0/ko/tools/file-document/directoryreadtool", "v1.14.0/ko/tools/file-document/ocrtool", "v1.14.0/ko/tools/file-document/pdf-text-writing-tool" ] }, { "group": "웹 스크래핑 & 브라우징", "icon": "globe", "pages": [ "v1.14.0/ko/tools/web-scraping/overview", "v1.14.0/ko/tools/web-scraping/scrapewebsitetool", "v1.14.0/ko/tools/web-scraping/scrapeelementfromwebsitetool", "v1.14.0/ko/tools/web-scraping/scrapflyscrapetool", "v1.14.0/ko/tools/web-scraping/seleniumscrapingtool", "v1.14.0/ko/tools/web-scraping/scrapegraphscrapetool", "v1.14.0/ko/tools/web-scraping/spidertool", "v1.14.0/ko/tools/web-scraping/browserbaseloadtool", "v1.14.0/ko/tools/web-scraping/hyperbrowserloadtool", "v1.14.0/ko/tools/web-scraping/stagehandtool", "v1.14.0/ko/tools/web-scraping/firecrawlcrawlwebsitetool", "v1.14.0/ko/tools/web-scraping/firecrawlscrapewebsitetool", "v1.14.0/ko/tools/web-scraping/oxylabsscraperstool", "v1.14.0/ko/tools/web-scraping/brightdata-tools" ] }, { "group": "검색 및 연구", "icon": "magnifying-glass", "pages": [ "v1.14.0/ko/tools/search-research/overview", "v1.14.0/ko/tools/search-research/serperdevtool", "v1.14.0/ko/tools/search-research/bravesearchtool", "v1.14.0/ko/tools/search-research/exasearchtool", "v1.14.0/ko/tools/search-research/linkupsearchtool", "v1.14.0/ko/tools/search-research/githubsearchtool", "v1.14.0/ko/tools/search-research/websitesearchtool", 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"v1.14.0/ko/tools/database-data/singlestoresearchtool" ] }, { "group": "인공지능 & 머신러닝", "icon": "brain", "pages": [ "v1.14.0/ko/tools/ai-ml/overview", "v1.14.0/ko/tools/ai-ml/dalletool", "v1.14.0/ko/tools/ai-ml/visiontool", "v1.14.0/ko/tools/ai-ml/aimindtool", "v1.14.0/ko/tools/ai-ml/llamaindextool", "v1.14.0/ko/tools/ai-ml/langchaintool", "v1.14.0/ko/tools/ai-ml/ragtool", "v1.14.0/ko/tools/ai-ml/codeinterpretertool" ] }, { "group": "클라우드 & 스토리지", "icon": "cloud", "pages": [ "v1.14.0/ko/tools/cloud-storage/overview", "v1.14.0/ko/tools/cloud-storage/s3readertool", "v1.14.0/ko/tools/cloud-storage/s3writertool", "v1.14.0/ko/tools/cloud-storage/bedrockkbretriever" ] }, { "group": "Integrations", "icon": "plug", "pages": [ "v1.14.0/ko/tools/integration/overview", "v1.14.0/ko/tools/integration/bedrockinvokeagenttool", "v1.14.0/ko/tools/integration/crewaiautomationtool" ] }, { "group": "자동화", "icon": "bolt", "pages": [ "v1.14.0/ko/tools/automation/overview", 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"v1.12.1/ko/tools/web-scraping/scrapegraphscrapetool", "v1.12.1/ko/tools/web-scraping/spidertool", "v1.12.1/ko/tools/web-scraping/browserbaseloadtool", "v1.12.1/ko/tools/web-scraping/hyperbrowserloadtool", "v1.12.1/ko/tools/web-scraping/stagehandtool", "v1.12.1/ko/tools/web-scraping/firecrawlcrawlwebsitetool", "v1.12.1/ko/tools/web-scraping/firecrawlscrapewebsitetool", "v1.12.1/ko/tools/web-scraping/oxylabsscraperstool", "v1.12.1/ko/tools/web-scraping/brightdata-tools" ] }, { "group": "검색 및 연구", "icon": "magnifying-glass", "pages": [ "v1.12.1/ko/tools/search-research/overview", "v1.12.1/ko/tools/search-research/serperdevtool", "v1.12.1/ko/tools/search-research/bravesearchtool", "v1.12.1/ko/tools/search-research/exasearchtool", "v1.12.1/ko/tools/search-research/linkupsearchtool", "v1.12.1/ko/tools/search-research/githubsearchtool", "v1.12.1/ko/tools/search-research/websitesearchtool", "v1.12.1/ko/tools/search-research/codedocssearchtool", 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"고급", "icon": "gear", "pages": [ "v1.12.0/ko/guides/advanced/customizing-prompts", "v1.12.0/ko/guides/advanced/fingerprinting" ] }, { "group": "마이그레이션", "icon": "shuffle", "pages": [ "v1.12.0/ko/guides/migration/migrating-from-langgraph" ] } ] }, { "group": "핵심 개념", "pages": [ "v1.12.0/ko/concepts/agents", "v1.12.0/ko/concepts/tasks", "v1.12.0/ko/concepts/crews", "v1.12.0/ko/concepts/flows", "v1.12.0/ko/concepts/production-architecture", "v1.12.0/ko/concepts/knowledge", "v1.12.0/ko/concepts/skills", "v1.12.0/ko/concepts/llms", "v1.12.0/ko/concepts/files", "v1.12.0/ko/concepts/processes", "v1.12.0/ko/concepts/collaboration", "v1.12.0/ko/concepts/training", "v1.12.0/ko/concepts/memory", "v1.12.0/ko/concepts/reasoning", "v1.12.0/ko/concepts/planning", "v1.12.0/ko/concepts/testing", "v1.12.0/ko/concepts/cli", "v1.12.0/ko/concepts/tools", "v1.12.0/ko/concepts/event-listener" ] }, { "group": "MCP 통합", "pages": [ "v1.12.0/ko/mcp/overview", "v1.12.0/ko/mcp/dsl-integration", 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"v1.12.0/ko/enterprise/integrations/clickup", "v1.12.0/ko/enterprise/integrations/github", "v1.12.0/ko/enterprise/integrations/gmail", "v1.12.0/ko/enterprise/integrations/google_calendar", "v1.12.0/ko/enterprise/integrations/google_contacts", "v1.12.0/ko/enterprise/integrations/google_docs", "v1.12.0/ko/enterprise/integrations/google_drive", "v1.12.0/ko/enterprise/integrations/google_sheets", "v1.12.0/ko/enterprise/integrations/google_slides", "v1.12.0/ko/enterprise/integrations/hubspot", "v1.12.0/ko/enterprise/integrations/jira", "v1.12.0/ko/enterprise/integrations/linear", "v1.12.0/ko/enterprise/integrations/microsoft_excel", "v1.12.0/ko/enterprise/integrations/microsoft_onedrive", "v1.12.0/ko/enterprise/integrations/microsoft_outlook", "v1.12.0/ko/enterprise/integrations/microsoft_sharepoint", "v1.12.0/ko/enterprise/integrations/microsoft_teams", "v1.12.0/ko/enterprise/integrations/microsoft_word", "v1.12.0/ko/enterprise/integrations/notion", 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"v1.11.1/ko/guides/flows/first-flow", "v1.11.1/ko/guides/flows/mastering-flow-state" ] }, { "group": "도구", "icon": "wrench", "pages": [ "v1.11.1/ko/guides/tools/publish-custom-tools" ] }, { "group": "코딩 도구", "icon": "terminal", "pages": [ "v1.11.1/ko/guides/coding-tools/agents-md" ] }, { "group": "고급", "icon": "gear", "pages": [ "v1.11.1/ko/guides/advanced/customizing-prompts", "v1.11.1/ko/guides/advanced/fingerprinting" ] }, { "group": "마이그레이션", "icon": "shuffle", "pages": [ "v1.11.1/ko/guides/migration/migrating-from-langgraph" ] } ] }, { "group": "핵심 개념", "pages": [ "v1.11.1/ko/concepts/agents", "v1.11.1/ko/concepts/tasks", "v1.11.1/ko/concepts/crews", "v1.11.1/ko/concepts/flows", "v1.11.1/ko/concepts/production-architecture", "v1.11.1/ko/concepts/knowledge", "v1.11.1/ko/concepts/llms", "v1.11.1/ko/concepts/files", "v1.11.1/ko/concepts/processes", "v1.11.1/ko/concepts/collaboration", "v1.11.1/ko/concepts/training", "v1.11.1/ko/concepts/memory", "v1.11.1/ko/concepts/reasoning", 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"v1.11.1/ko/tools/cloud-storage/s3writertool", "v1.11.1/ko/tools/cloud-storage/bedrockkbretriever" ] }, { "group": "Integrations", "icon": "plug", "pages": [ "v1.11.1/ko/tools/integration/overview", "v1.11.1/ko/tools/integration/bedrockinvokeagenttool", "v1.11.1/ko/tools/integration/crewaiautomationtool" ] }, { "group": "자동화", "icon": "bolt", "pages": [ "v1.11.1/ko/tools/automation/overview", "v1.11.1/ko/tools/automation/apifyactorstool", "v1.11.1/ko/tools/automation/composiotool", "v1.11.1/ko/tools/automation/multiontool", "v1.11.1/ko/tools/automation/zapieractionstool" ] } ] }, { "group": "Observability", "pages": [ "v1.11.1/ko/observability/tracing", "v1.11.1/ko/observability/overview", "v1.11.1/ko/observability/arize-phoenix", "v1.11.1/ko/observability/braintrust", "v1.11.1/ko/observability/datadog", "v1.11.1/ko/observability/galileo", "v1.11.1/ko/observability/langdb", "v1.11.1/ko/observability/langfuse", "v1.11.1/ko/observability/langtrace", "v1.11.1/ko/observability/maxim", 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"v1.10.0/ko/mcp/stdio", "v1.10.0/ko/mcp/sse", "v1.10.0/ko/mcp/streamable-http", "v1.10.0/ko/mcp/multiple-servers", "v1.10.0/ko/mcp/security" ] }, { "group": "도구 (Tools)", "pages": [ "v1.10.0/ko/tools/overview", { "group": "파일 & 문서", "icon": "folder-open", "pages": [ "v1.10.0/ko/tools/file-document/overview", "v1.10.0/ko/tools/file-document/filereadtool", "v1.10.0/ko/tools/file-document/filewritetool", "v1.10.0/ko/tools/file-document/pdfsearchtool", "v1.10.0/ko/tools/file-document/docxsearchtool", "v1.10.0/ko/tools/file-document/mdxsearchtool", "v1.10.0/ko/tools/file-document/xmlsearchtool", "v1.10.0/ko/tools/file-document/txtsearchtool", "v1.10.0/ko/tools/file-document/jsonsearchtool", "v1.10.0/ko/tools/file-document/csvsearchtool", "v1.10.0/ko/tools/file-document/directorysearchtool", "v1.10.0/ko/tools/file-document/directoryreadtool", "v1.10.0/ko/tools/file-document/ocrtool", "v1.10.0/ko/tools/file-document/pdf-text-writing-tool" ] }, { "group": "웹 스크래핑 & 브라우징", "icon": "globe", 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