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João Moura
[docs-freeze] docs: snapshot and changelog for v1.15.14 (#6877)
09 авг 2026, 01:57
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09 авг 2026, 01:57
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"v1.12.2/ko/tools/ai-ml/codeinterpretertool" ] }, { "group": "클라우드 & 스토리지", "icon": "cloud", "pages": [ "v1.12.2/ko/tools/cloud-storage/overview", "v1.12.2/ko/tools/cloud-storage/s3readertool", "v1.12.2/ko/tools/cloud-storage/s3writertool", "v1.12.2/ko/tools/cloud-storage/bedrockkbretriever" ] }, { "group": "Integrations", "icon": "plug", "pages": [ "v1.12.2/ko/tools/integration/overview", "v1.12.2/ko/tools/integration/bedrockinvokeagenttool", "v1.12.2/ko/tools/integration/crewaiautomationtool" ] }, { "group": "자동화", "icon": "bolt", "pages": [ "v1.12.2/ko/tools/automation/overview", "v1.12.2/ko/tools/automation/apifyactorstool", "v1.12.2/ko/tools/automation/composiotool", "v1.12.2/ko/tools/automation/multiontool", "v1.12.2/ko/tools/automation/zapieractionstool" ] } ] }, { "group": "Observability", "pages": [ "v1.12.2/ko/observability/tracing", "v1.12.2/ko/observability/overview", "v1.12.2/ko/observability/arize-phoenix", "v1.12.2/ko/observability/braintrust", 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"v1.12.2/ko/learn/human-in-the-loop", "v1.12.2/ko/learn/human-feedback-in-flows", "v1.12.2/ko/learn/kickoff-async", "v1.12.2/ko/learn/kickoff-for-each", "v1.12.2/ko/learn/llm-connections", "v1.12.2/ko/learn/multimodal-agents", "v1.12.2/ko/learn/replay-tasks-from-latest-crew-kickoff", "v1.12.2/ko/learn/sequential-process", "v1.12.2/ko/learn/using-annotations", "v1.12.2/ko/learn/execution-hooks", "v1.12.2/ko/learn/llm-hooks", "v1.12.2/ko/learn/tool-hooks" ] }, { "group": "Telemetry", "pages": [ "v1.12.2/ko/telemetry" ] } ] }, { "tab": "엔터프라이즈", "icon": "briefcase", "href": "https://docs-platform.crewai.com/platform/ko/introduction" }, { "tab": "API 레퍼런스", "icon": "magnifying-glass", "groups": [ { "group": "시작 안내", "pages": [ "v1.12.2/ko/api-reference/introduction", "v1.12.2/ko/api-reference/inputs", "v1.12.2/ko/api-reference/kickoff", "v1.12.2/ko/api-reference/resume", "v1.12.2/ko/api-reference/status" ] } ] }, { "tab": "예시", "icon": "code", "groups": [ { "group": "예시", "pages": [ "v1.12.2/ko/examples/example", "v1.12.2/ko/examples/cookbooks" ] } ] }, { "tab": "변경 로그", "icon": "clock", "groups": [ { "group": "릴리스 노트", "pages": [ "v1.12.2/ko/changelog" ] } ] } ] }, { "version": "v1.12.1", "tabs": [ { "tab": "홈", "icon": "house", "groups": [ { "group": "환영합니다", "pages": [ "v1.12.1/ko/index" ] } ] }, { "tab": "기술 문서", "icon": "book-open", "groups": [ { "group": "시작 안내", "pages": [ "v1.12.1/ko/introduction", "v1.12.1/ko/installation", "v1.12.1/ko/quickstart" ] }, { "group": "가이드", "pages": [ { "group": "전략", "icon": "compass", "pages": [ "v1.12.1/ko/guides/concepts/evaluating-use-cases" ] }, { "group": "에이전트 (Agents)", "icon": "user", "pages": [ "v1.12.1/ko/guides/agents/crafting-effective-agents" ] }, { "group": "크루 (Crews)", "icon": "users", "pages": [ "v1.12.1/ko/guides/crews/first-crew" ] }, { "group": "플로우 (Flows)", "icon": "code-branch", "pages": [ "v1.12.1/ko/guides/flows/first-flow", "v1.12.1/ko/guides/flows/mastering-flow-state" ] }, { "group": "도구", 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"v1.12.1/ko/concepts/cli", "v1.12.1/ko/concepts/tools", "v1.12.1/ko/concepts/event-listener" ] }, { "group": "MCP 통합", "pages": [ "v1.12.1/ko/mcp/overview", "v1.12.1/ko/mcp/dsl-integration", "v1.12.1/ko/mcp/stdio", "v1.12.1/ko/mcp/sse", "v1.12.1/ko/mcp/streamable-http", "v1.12.1/ko/mcp/multiple-servers", "v1.12.1/ko/mcp/security" ] }, { "group": "도구 (Tools)", "pages": [ "v1.12.1/ko/tools/overview", { "group": "파일 & 문서", "icon": "folder-open", "pages": [ "v1.12.1/ko/tools/file-document/overview", "v1.12.1/ko/tools/file-document/filereadtool", "v1.12.1/ko/tools/file-document/filewritetool", "v1.12.1/ko/tools/file-document/pdfsearchtool", "v1.12.1/ko/tools/file-document/docxsearchtool", "v1.12.1/ko/tools/file-document/mdxsearchtool", "v1.12.1/ko/tools/file-document/xmlsearchtool", "v1.12.1/ko/tools/file-document/txtsearchtool", "v1.12.1/ko/tools/file-document/jsonsearchtool", "v1.12.1/ko/tools/file-document/csvsearchtool", "v1.12.1/ko/tools/file-document/directorysearchtool", "v1.12.1/ko/tools/file-document/directoryreadtool", "v1.12.1/ko/tools/file-document/ocrtool", "v1.12.1/ko/tools/file-document/pdf-text-writing-tool" ] }, { "group": "웹 스크래핑 & 브라우징", "icon": "globe", "pages": [ "v1.12.1/ko/tools/web-scraping/overview", "v1.12.1/ko/tools/web-scraping/scrapewebsitetool", "v1.12.1/ko/tools/web-scraping/scrapeelementfromwebsitetool", "v1.12.1/ko/tools/web-scraping/scrapflyscrapetool", "v1.12.1/ko/tools/web-scraping/seleniumscrapingtool", "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", 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"v1.12.1/ko/tools/database-data/mysqltool", "v1.12.1/ko/tools/database-data/pgsearchtool", "v1.12.1/ko/tools/database-data/snowflakesearchtool", "v1.12.1/ko/tools/database-data/nl2sqltool", "v1.12.1/ko/tools/database-data/qdrantvectorsearchtool", "v1.12.1/ko/tools/database-data/weaviatevectorsearchtool", "v1.12.1/ko/tools/database-data/mongodbvectorsearchtool", "v1.12.1/ko/tools/database-data/singlestoresearchtool" ] }, { "group": "인공지능 & 머신러닝", "icon": "brain", "pages": [ "v1.12.1/ko/tools/ai-ml/overview", "v1.12.1/ko/tools/ai-ml/dalletool", "v1.12.1/ko/tools/ai-ml/visiontool", "v1.12.1/ko/tools/ai-ml/aimindtool", "v1.12.1/ko/tools/ai-ml/llamaindextool", "v1.12.1/ko/tools/ai-ml/langchaintool", "v1.12.1/ko/tools/ai-ml/ragtool", "v1.12.1/ko/tools/ai-ml/codeinterpretertool" ] }, { "group": "클라우드 & 스토리지", "icon": "cloud", "pages": [ "v1.12.1/ko/tools/cloud-storage/overview", "v1.12.1/ko/tools/cloud-storage/s3readertool", "v1.12.1/ko/tools/cloud-storage/s3writertool", 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"v1.12.1/ko/observability/neatlogs", "v1.12.1/ko/observability/openlit", "v1.12.1/ko/observability/opik", "v1.12.1/ko/observability/patronus-evaluation", "v1.12.1/ko/observability/portkey", "v1.12.1/ko/observability/weave" ] }, { "group": "학습", "pages": [ "v1.12.1/ko/learn/overview", "v1.12.1/ko/learn/llm-selection-guide", "v1.12.1/ko/learn/conditional-tasks", "v1.12.1/ko/learn/coding-agents", "v1.12.1/ko/learn/create-custom-tools", "v1.12.1/ko/learn/custom-llm", "v1.12.1/ko/learn/custom-manager-agent", "v1.12.1/ko/learn/customizing-agents", "v1.12.1/ko/learn/dalle-image-generation", "v1.12.1/ko/learn/force-tool-output-as-result", "v1.12.1/ko/learn/hierarchical-process", "v1.12.1/ko/learn/human-input-on-execution", "v1.12.1/ko/learn/human-in-the-loop", "v1.12.1/ko/learn/human-feedback-in-flows", "v1.12.1/ko/learn/kickoff-async", "v1.12.1/ko/learn/kickoff-for-each", "v1.12.1/ko/learn/llm-connections", "v1.12.1/ko/learn/multimodal-agents", 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"홈", "icon": "house", "groups": [ { "group": "환영합니다", "pages": [ "v1.12.0/ko/index" ] } ] }, { "tab": "기술 문서", "icon": "book-open", "groups": [ { "group": "시작 안내", "pages": [ "v1.12.0/ko/introduction", "v1.12.0/ko/installation", "v1.12.0/ko/quickstart" ] }, { "group": "가이드", "pages": [ { "group": "전략", "icon": "compass", "pages": [ "v1.12.0/ko/guides/concepts/evaluating-use-cases" ] }, { "group": "에이전트 (Agents)", "icon": "user", "pages": [ "v1.12.0/ko/guides/agents/crafting-effective-agents" ] }, { "group": "크루 (Crews)", "icon": "users", "pages": [ "v1.12.0/ko/guides/crews/first-crew" ] }, { "group": "플로우 (Flows)", "icon": "code-branch", "pages": [ "v1.12.0/ko/guides/flows/first-flow", "v1.12.0/ko/guides/flows/mastering-flow-state" ] }, { "group": "도구", "icon": "wrench", "pages": [ "v1.12.0/ko/guides/tools/publish-custom-tools" ] }, { "group": "코딩 도구", "icon": "terminal", "pages": [ "v1.12.0/ko/guides/coding-tools/agents-md" ] }, { "group": "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", "v1.12.0/ko/mcp/stdio", "v1.12.0/ko/mcp/sse", "v1.12.0/ko/mcp/streamable-http", "v1.12.0/ko/mcp/multiple-servers", "v1.12.0/ko/mcp/security" ] }, { "group": "도구 (Tools)", "pages": [ "v1.12.0/ko/tools/overview", { "group": "파일 & 문서", "icon": "folder-open", "pages": [ "v1.12.0/ko/tools/file-document/overview", "v1.12.0/ko/tools/file-document/filereadtool", "v1.12.0/ko/tools/file-document/filewritetool", "v1.12.0/ko/tools/file-document/pdfsearchtool", "v1.12.0/ko/tools/file-document/docxsearchtool", "v1.12.0/ko/tools/file-document/mdxsearchtool", "v1.12.0/ko/tools/file-document/xmlsearchtool", "v1.12.0/ko/tools/file-document/txtsearchtool", "v1.12.0/ko/tools/file-document/jsonsearchtool", "v1.12.0/ko/tools/file-document/csvsearchtool", "v1.12.0/ko/tools/file-document/directorysearchtool", "v1.12.0/ko/tools/file-document/directoryreadtool", "v1.12.0/ko/tools/file-document/ocrtool", "v1.12.0/ko/tools/file-document/pdf-text-writing-tool" ] }, { "group": "웹 스크래핑 & 브라우징", "icon": "globe", "pages": [ 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"v1.12.0/ko/tools/integration/crewaiautomationtool" ] }, { "group": "자동화", "icon": "bolt", "pages": [ "v1.12.0/ko/tools/automation/overview", "v1.12.0/ko/tools/automation/apifyactorstool", "v1.12.0/ko/tools/automation/composiotool", "v1.12.0/ko/tools/automation/multiontool", "v1.12.0/ko/tools/automation/zapieractionstool" ] } ] }, { "group": "Observability", "pages": [ "v1.12.0/ko/observability/tracing", "v1.12.0/ko/observability/overview", "v1.12.0/ko/observability/arize-phoenix", "v1.12.0/ko/observability/braintrust", "v1.12.0/ko/observability/datadog", "v1.12.0/ko/observability/galileo", "v1.12.0/ko/observability/langdb", "v1.12.0/ko/observability/langfuse", "v1.12.0/ko/observability/langtrace", "v1.12.0/ko/observability/maxim", "v1.12.0/ko/observability/mlflow", "v1.12.0/ko/observability/neatlogs", "v1.12.0/ko/observability/openlit", "v1.12.0/ko/observability/opik", "v1.12.0/ko/observability/patronus-evaluation", "v1.12.0/ko/observability/portkey", "v1.12.0/ko/observability/weave" 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