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{
"$schema": "https://mintlify.com/docs.json",
"theme": "aspen",
"name": "Docs by LangChain",
"description": "Documentation for LangSmith, Fleet, and our open source packages.",
"colors": {
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"dark": "#006DDD"
},
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"dark": "/images/brand/langchain-docs-light-blue.png"
},
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"dark": "/images/brand/docs-favicon.png"
},
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"library": "tabler"
},
"fonts": {
"heading": {
"family": "TWK Lausanne",
"weight": 700,
"source": "/fonts/TWKLausanne-700.woff2",
"format": "woff2"
},
"body": {
"family": "Inter",
"weight": 400
}
},
"background": {
"color": {
"light": "#FFFFFF",
"dark": "#030710"
}
},
"appearance": {
"default": "system",
"strict": false
},
"styling": {
"eyebrows": "breadcrumbs",
"codeblocks": {
"theme": {
"light": "catppuccin-latte",
"dark": "catppuccin-mocha"
}
}
},
"contextual": {
"options": [
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{
"title": "llms.txt",
"description": "Open llms.txt for this site",
"icon": "file",
"href": "https://docs.langchain.com/llms.txt"
},
"chatgpt",
"claude",
"mcp",
"cursor",
"vscode"
]
},
"integrations": {
"gtm": {
"tagId": "GTM-MBBX68ST"
}
},
"seo": {
"metatags": {
"canonical": "https://docs.langchain.com",
"google-site-verification": "9_2KHeJwmEdwgncBRk1MsKxriZz7Sc21EJdbfCxkTEo"
}
},
"head": [
"<link rel=\"stylesheet\" href=\"/style.css\">",
"<script src=\"/ChatLangChainEmbed.js\" defer></script>"
],
"footer": {
"links": [
{
"header": "Resources",
"items": [
{
"label": "Forum",
"href": "https://forum.langchain.com/"
},
{
"label": "Changelog",
"href": "https://changelog.langchain.com/"
},
{
"label": "LangChain Academy",
"href": "https://academy.langchain.com/"
},
{
"label": "Contact Sales",
"href": "https://www.langchain.com/contact-sales"
}
]
},
{
"header": "Company",
"items": [
{
"label": "Home",
"href": "https://langchain.com/"
},
{
"label": "Trust Center",
"href": "https://trust.langchain.com/"
},
{
"label": "Careers",
"href": "https://langchain.com/careers"
},
{
"label": "Blog",
"href": "https://blog.langchain.com/"
}
]
}
],
"socials": {
"github": "https://github.com/langchain-ai",
"x": "https://x.com/LangChain",
"linkedin": "https://www.linkedin.com/company/langchain/",
"youtube": "https://www.youtube.com/@LangChain"
}
},
"banner": {
"content": "Join us May 13th & May 14th at Interrupt, the Agent Conference by LangChain. [Buy tickets >](https://interrupt.langchain.com/)",
"dismissible": true
},
"navbar": {
"links": [
{
"label": "Ask AI",
"href": "https://chat.langchain.com/",
"icon": "message"
},
{
"label": "GitHub",
"href": "https://github.com/langchain-ai",
"icon": "brand-github"
}
],
"primary": {
"type": "button",
"label": "Try LangSmith",
"href": "https://smith.langchain.com/"
}
},
"navigation": {
"products": [
{
"product": "Home",
"icon": "home",
"pages": [
"index"
]
},
{
"product": "LangSmith",
"icon": "/images/brand/observability-icon-dark.png",
"description": "LLM observability, evaluation, and deployment",
"tabs": [
{
"tab": "Get started",
"pages": [
"langsmith/home",
"langsmith/create-account-api-key",
"langsmith/get-started-integrations",
"langsmith/pricing-plans",
"langsmith/enterprise",
{
"group": "Account administration",
"pages": [
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{
"group": "Workspace setup",
"pages": [
"langsmith/set-up-hierarchy",
"langsmith/workload-isolation",
"langsmith/set-up-resource-tags",
"langsmith/model-configurations"
]
},
{
"group": "Users & access control",
"pages": [
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"langsmith/rbac",
"langsmith/abac",
"langsmith/organization-workspace-operations",
"langsmith/authentication-methods",
"langsmith/jit-invite-sso"
]
},
{
"group": "Billing & usage",
"pages": [
"langsmith/billing",
"langsmith/granular-usage"
]
},
"langsmith/manage-organization-by-api",
"langsmith/audit-logs"
]
},
{
"group": "Tools",
"pages": [
"langsmith/polly",
"langsmith/langsmith-cli",
"langsmith/skills",
{
"group": "Sandboxes",
"icon": "box",
"tag": "Private preview",
"pages": [
"langsmith/sandboxes",
"langsmith/sandbox-templates",
"langsmith/sandbox-warm-pools",
"langsmith/sandbox-service-urls",
"langsmith/sandbox-auth-proxy",
"langsmith/sandbox-sdk"
]
}
]
},
{
"group": "Additional resources",
"pages": [
{
"group": "Data & compliance",
"icon": "shield-lock",
"pages": [
"langsmith/shared-responsibility-model",
"langsmith/data-storage-and-privacy",
"langsmith/data-purging-compliance",
"langsmith/scalability-and-resilience"
]
},
{
"group": "FAQ",
"icon": "help-circle",
"pages": [
"langsmith/faq",
"langsmith/regions-faq",
"langsmith/pricing-faq"
]
},
"langsmith/status"
]
}
]
},
{
"tab": "Observability",
"pages": [
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"langsmith/observability-quickstart",
"langsmith/observability-concepts",
"langsmith/observability-llm-tutorial",
"langsmith/polly-observability",
{
"group": "Tracing setup",
"pages": [
{
"group": "Integrations",
"pages": [
"langsmith/integrations",
{
"group": "LLM providers",
"pages": [
"langsmith/trace-anthropic",
"langsmith/trace-bedrock",
"langsmith/trace-deepseek",
"langsmith/trace-with-google-gemini",
"langsmith/trace-with-langchain",
"langsmith/trace-with-mistral",
"langsmith/trace-openai"
]
},
{
"group": "Agent frameworks",
"pages": [
"langsmith/trace-with-autogen",
"langsmith/trace-claude-agent-sdk",
"langsmith/trace-with-crewai",
"langsmith/trace-deep-agents",
"langsmith/trace-with-google-adk",
"langsmith/trace-with-langgraph",
"langsmith/trace-with-mastra",
"langsmith/trace-with-microsoft-agent-framework",
"langsmith/trace-with-openai-agents-sdk",
"langsmith/trace-with-opentelemetry",
"langsmith/trace-with-pydantic-ai",
"langsmith/trace-with-semantic-kernel",
"langsmith/trace-with-vercel-ai-sdk"
]
},
{
"group": "Voice AI frameworks",
"pages": [
"langsmith/trace-with-livekit",
"langsmith/trace-with-pipecat"
]
},
{
"group": "Developer tools",
"pages": [
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"langsmith/trace-with-instructor",
"langsmith/trace-with-n8n",
"langsmith/trace-with-temporal"
]
}
]
},
{
"group": "Manual instrumentation",
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"langsmith/trace-with-api",
"langsmith/log-llm-trace",
"langsmith/log-retriever-trace",
"langsmith/ls-metadata-parameters",
"langsmith/custom-run-id",
"langsmith/upload-files-with-traces"
]
},
"langsmith/threads"
]
},
{
"group":"Configuration & troubleshooting",
"pages": [
{
"group": "Project & environment settings",
"pages": [
"langsmith/log-traces-to-project",
"langsmith/trace-without-env-vars",
"langsmith/conditional-tracing",
"langsmith/sample-traces"
]
},
"langsmith/cost-tracking",
{
"group": "Advanced tracing techniques",
"pages": [
"langsmith/distributed-tracing",
"langsmith/access-current-span",
"langsmith/serverless-environments",
"langsmith/log-multimodal-traces",
"langsmith/trace-generator-functions"
]
},
{
"group": "Data & privacy",
"pages": [
"langsmith/add-metadata-tags",
"langsmith/mask-inputs-outputs",
"langsmith/otel-gateway-trace-redaction"
]
},
{
"group": "Troubleshooting guides",
"pages": [
"langsmith/nest-traces",
"langsmith/troubleshooting-variable-caching"
]
}
]
},
{
"group": "Viewing & managing traces",
"pages": [
"langsmith/filter-traces-in-application",
"langsmith/configure-input-output-preview",
"langsmith/manage-trace",
"langsmith/export-traces",
"langsmith/query-threads",
"langsmith/langsmith-mcp-server",
{
"group": "Bulk export trace data",
"pages": [
"langsmith/data-export",
"langsmith/data-export-destinations",
"langsmith/data-export-monitor",
"langsmith/data-export-downstream"
]
}
]
},
{
"group": "Automations",
"pages": [
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"langsmith/webhooks"
]
},
{
"group": "Feedback & evaluation",
"pages": [
"langsmith/evaluators",
"langsmith/attach-user-feedback",
{
"group": "Set up online evaluators",
"pages": [
"langsmith/online-evaluations-llm-as-judge",
"langsmith/online-evaluations-multi-turn",
"langsmith/online-evaluations-code",
"langsmith/online-evaluations-composite"
]
}
]
},
{
"group": "Monitoring & alerting",
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"langsmith/dashboards",
"langsmith/alerts",
"langsmith/insights"
]
},
{
"group": "Data type reference",
"pages": [
"langsmith/run-data-format",
"langsmith/feedback-data-format",
"langsmith/trace-query-syntax"
]
}
]
},
{
"tab": "Evaluation",
"pages": [
"langsmith/evaluation",
"langsmith/evaluation-quickstart",
"langsmith/evaluation-concepts",
"langsmith/evaluation-approaches",
"langsmith/polly-evaluation",
{
"group": "Datasets",
"pages": [
{
"group": "Create a dataset",
"pages": [
"langsmith/manage-datasets-in-application",
"langsmith/manage-datasets-programmatically"
]
},
"langsmith/manage-datasets",
"langsmith/custom-output-rendering"
]
},
{
"group": "Set up evaluations",
"pages": [
{
"group": "Run an evaluation",
"pages": [
"langsmith/evaluate-llm-application",
"langsmith/evaluate-with-opentelemetry",
"langsmith/run-evaluation-from-playground",
"langsmith/run-evals-api-only"
]
},
{
"group": "Evaluation types",
"pages": [
"langsmith/evaluation-types",
{
"group": "UI",
"pages": [
"langsmith/llm-as-judge",
"langsmith/code-evaluator-ui",
"langsmith/composite-evaluators-ui"
]
},
{
"group": "SDK",
"pages": [
"langsmith/llm-as-judge-sdk",
"langsmith/code-evaluator-sdk",
"langsmith/composite-evaluators-sdk",
"langsmith/summary",
"langsmith/evaluate-pairwise"
]
}
]
},
{
"group": "Frameworks & integrations",
"pages": [
"langsmith/prebuilt-evaluators",
"langsmith/pytest",
"langsmith/vitest-jest"
]
},
{
"group": "Evaluation techniques",
"pages": [
{
"group": "Define evaluation target",
"pages": [
"langsmith/define-target-function",
"langsmith/evaluate-on-intermediate-steps",
"langsmith/langchain-runnable",
"langsmith/evaluate-graph",
"langsmith/multi-turn-simulation",
"langsmith/trajectory-evals"
]
},
{
"group": "Scoring methods",
"pages": [
"langsmith/multiple-scores",
"langsmith/metric-type"
]
},
{
"group": "Experiment configuration",
"pages": [
"langsmith/experiment-configuration",
"langsmith/evaluation-async",
"langsmith/repetition",
"langsmith/rate-limiting",
"langsmith/bind-evaluator-to-dataset",
"langsmith/evaluate-existing-experiment",
"langsmith/local",
"langsmith/read-local-experiment-results",
"langsmith/evaluate-with-retry"
]
},
{
"group": "Multimodal evaluations",
"pages": [
"langsmith/evaluate-with-attachments"
]
}
]
},
{
"group": "Improve evaluators",
"pages": [
"langsmith/improve-judge-evaluator-feedback",
"langsmith/create-few-shot-evaluators"
]
},
{
"group": "Tutorials",
"pages": [
"langsmith/evaluate-chatbot-tutorial",
"langsmith/evaluate-rag-tutorial",
"langsmith/test-react-agent-pytest",
"langsmith/evaluate-complex-agent",
"langsmith/run-backtests-new-agent"
]
}
]
},
{
"group": "Analyze experiment results",
"pages": [
"langsmith/analyze-an-experiment",
"langsmith/compare-experiment-results",
"langsmith/filter-experiments-ui",
"langsmith/fetch-perf-metrics-experiment",
"langsmith/upload-existing-experiments"
]
},
{
"group": "Annotation & human feedback",
"pages": [
"langsmith/annotation-queues",
"langsmith/annotation-queues-sdk",
"langsmith/set-up-feedback-criteria",
"langsmith/annotate-traces-inline",
"langsmith/audit-evaluator-scores"
]
},
{
"group": "Common data types",
"pages": [
"langsmith/example-data-format",
"langsmith/dataset-json-types",
"langsmith/dataset-transformations"
]
}
]
},
{
"tab": "Prompt engineering",
"pages": [
"langsmith/prompt-engineering",
"langsmith/prompt-engineering-quickstart",
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