以编程方式使用文档

LangSmith 审计日志提供组织内管理和配置操作的防篡改记录。它们帮助您回答以下问题:

  • 删除了 API 密钥、数据集或部署?
  • 何时 邀请了新成员、修改了角色或更新了示例?
  • 什么 账单、SSO 或数据保留配置发生了变更?
  • 哪些 数据集、追踪项目或提示 Webhook 发生了变更?

审计日志对安全审查、合规要求和运营可见性非常有用。

前提条件

记录内容

审计日志记录对组织设置、成员资格、凭据、工作区和其他资源的变更。每个事件包括时间戳、操作者、操作名称、受影响的资源以及是否成功。完整的操作名称列表,请参阅 跟踪操作参考.

保留

审计日志最多保留 **400 天**。超过 400 天的事件可能会被自动删除。

为自托管部署启用审计日志

审计日志适用于 self-hosted 运行 Helm chart 的 LangSmith 实例 **0.12.33** 或更高版本。各个操作的覆盖范围随时间扩展——请参阅 自托管版本可用性 以了解每个操作的引入版本。

升级后,请使用以下选项之一启用审计日志:

  • 为特定组织启用: 针对您的 LangSmith PostgreSQL 数据库运行以下命令,将 <organization_id> 替换为从 UI 中组织设置页面复制的 ID:
    UPDATE organizations SET config = config || '{"can_use_audit_logs": true}' WHERE id = '<organization_id>' AND NOT is_personal;
    
  • 为所有组织启用: 在您的 commonEnv 中添加以下环境变量 values.yaml:
    DEFAULT_ORG_FEATURE_CAN_USE_AUDIT_LOGS: "true"
    

有关自托管版本的更多详细信息,请参阅 自托管变更日志.

通过 API 查询审计日志

使用 GET /api/v1/audit-logs 端点 (API 参考) 检索审计日志事件。结果遵循 OCSF API 活动 schema.

示例请求

curl -G \
  'https://api.smith.langchain.com/api/v1/audit-logs' \
  -H 'accept: application/json' \
  -H 'X-API-Key: lsv2_sk_...' \
  -H 'X-Organization-Id: abc123...' \
  -d 'limit=2' \
  --data-urlencode 'start_time=2026-01-01T18:35:16.232Z' \
  --data-urlencode 'end_time=2026-01-13T18:35:16.232Z' \
  --data-urlencode 'operations=create_api_key' \
  --data-urlencode 'operations=delete_api_key'

响应格式

审计日志事件以 OCSF v1.7.0 API 活动(类 UID 6003) 格式返回。关键字段:

字段描述
actor.user.uid执行操作的用户的 UUID。
actor.user.credential_uid用于验证请求的 API 密钥、个人访问令牌或服务密钥的 UUID。 null 如果用户通过会话进行身份验证(例如 UI)。
api.operationLangSmith 操作名称(例如, create_api_key, delete_workspace)。请参阅 追踪操作参考 获取所有值。
statusSuccess, Failure, or Unknown.
resources受操作影响的资源的 UUID 列表(例如更新的角色、创建的工作区)。
metadata.uid此审计日志事件的唯一标识符。
unmapped.original_audit_log完整的 LangSmith 原生审计日志记录,包括 organization_idworkspace_id.

转发到外部系统

若要将审计日志事件转发到外部 SIEM 或日志记录平台,您可以运行计划函数每小时提取前一小时的事件。例如,使用 AWS Lambda + EventBridge 调度器,失败事件会进入死信队列,方便您识别需要重试的时间窗口。

追踪操作参考

类别操作(api.operation)
**API 密钥和凭证**create_api_key, delete_api_key, create_personal_access_token, delete_personal_access_token, create_service_key, delete_service_key, update_service_key, create_service_account, delete_service_account, list_org_personal_access_tokens, list_org_service_keys
**角色**create_role, update_role, delete_role
**组织**create_organization, create_provisioned_saas_org, create_tenant, invite_provisioned_org_member, claim_pending_organization_invite, delete_pending_organization_invite
**组织成员**invite_user_to_org, invite_users_to_org_batch, update_org_member, delete_org_member, delete_org_pending_member, add_basic_auth_users_to_org, update_basic_auth_user
**SSO 和身份验证**create_sso_settings, update_sso_settings, delete_sso_settings, update_login_methods, update_default_sso_provision_organization, get_sso_settings, get_sso_settings_current, get_login_methods, send_sso_email_confirmation, confirm_sso_user_email, login
**SCIM 配置**create_scim_token, update_scim_token, delete_scim_token, create_scim_user, update_scim_user, delete_scim_user, create_scim_group, update_scim_group, delete_scim_group
**账单和业务信息**update_organization_info, update_business_info, update_payment_plan, update_payment_method, create_payment_setup_intent, create_payment_checkout_session, create_payment_account_link
**工作区**create_workspace, update_workspace, delete_workspace, add_member_to_workspace, add_members_to_workspace_batch, delete_workspace_member, update_workspace_member, delete_workspace_pending_member, claim_pending_workspace_invite, delete_pending_workspace_invite, update_workspace_secrets, unshare_entities, set_tenant_handle
**数据保留和使用限制**update_ttl_settings, update_usage_limit, delete_usage_limit
**追踪项目**update_tracer_session, delete_tracer_session, delete_tracer_sessions
**运行和追踪**query_run, query_runs, query_trace, query_trace_messages, batch_query_trace_messages, query_threads, query_thread_traces, read_run, read_runs, delete_runs, get_run_cluster, generate_runs_query
**数据集**create_dataset, create_csv_dataset, update_dataset, delete_dataset, delete_datasets, update_dataset_version, update_dataset_splits, share_dataset, unshare_dataset, clone_dataset, download_dataset, generate_dataset, generate_shared_dataset_query, get_dataset_comparison_view, stream_dataset_comparison_view, read_dataset_delta, read_shared_delta, read_shared_delta_stream, create_experiment_via_upload, create_playground_experiment, create_comparative_experiment, delete_comparative_experiment
**示例**create_example, create_examples, update_example, update_examples, delete_example, delete_examples, read_example, read_examples, get_example, list_examples, sync_examples, validate_example, validate_examples
**实验**create_experiment_view_override, update_experiment_view_override, delete_experiment_view_override, get_experiment_view_override, get_experiment_view_overrides, evaluate_experiment
**评估器**create_evaluator, update_evaluator, delete_evaluator, bulk_delete_evaluators, execute_custom_code
**反馈**create_feedback_config, update_feedback_config, delete_feedback_config, create_feedback_formula, update_feedback_formula, delete_feedback_formula, read_feedback, read_feedbacks, stream_feedback_delta
**标注队列**create_annotation_queue, update_annotation_queue, delete_annotation_queue, delete_annotation_queues, populate_annotation_queue, export_annotation_queue, add_annotation_queue_reviewer, remove_annotation_queue_reviewer, add_runs_to_annotation_queue, create_annotation_queue_run_status, update_annotation_queue_run, get_annotation_queue_run, get_annotation_queue_runs, delete_annotation_queue_run, delete_annotation_queue_runs, resolve_annotation_queue_run, get_pairwise_queue, list_pairwise_queues, list_pairwise_entries
**警报**create_alert_rule, update_alert_rule, delete_alert_rule, test_alert_rule
**筛选视图**create_filter_view, update_filter_view, delete_filter_view, rename_filter_view
**提示提交和中心**create_commit, create_directory_commit, delete_directory, create_hub_environment, update_hub_environment, delete_hub_environment
**提示画布快速操作**create_prompt_canvas_quick_action, update_prompt_canvas_quick_action, delete_prompt_canvas_quick_action
**提示 Webhook**create_prompt_webhook, update_prompt_webhook, delete_prompt_webhook, test_prompt_webhook
**部署**create_deployment, update_deployment, delete_deployment
**批量导出**create_bulk_export, cancel_bulk_export, get_bulk_export, get_bulk_export_run, get_bulk_export_runs, get_bulk_export_runs_filtered, list_bulk_exports, create_bulk_export_destination, update_bulk_export_destination, read_bulk_export_destination, list_bulk_export_destinations
**资源标签**create_tag_key, update_tag_key, delete_tag_key, create_tag_value, update_tag_value, delete_tag_value, create_tagging, delete_tagging
**访问策略**create_access_policy, delete_access_policy, list_access_policies, read_access_policy, attach_access_policies, read_role_access_policies
**自定义图表**create_chart, update_chart, delete_chart, read_chart, read_charts, read_chart_preview, create_chart_section, update_chart_section, delete_chart_section, clone_chart_section, read_chart_section, create_org_chart, update_org_chart, delete_org_chart, create_org_chart_section, update_org_chart_section, delete_org_chart_section, read_tracing_dashboard
**模型定价**create_model_price_map, update_model_price_map, delete_model_price_map
**MCP 服务器和工具**create_mcp_server, update_mcp_server, delete_mcp_server, register_mcp_server_oauth, mcp_proxy, create_mcp_vendor_settings, update_mcp_vendor_settings, delete_mcp_vendor_settings, invalidate_mcp_tools_cache, create_tool, update_tool, delete_tool
**网关策略**create_gateway_policy, update_gateway_policy, delete_gateway_policy
**Forge 配置**create_forge_configuration, update_forge_configuration, delete_forge_configuration, trigger_forge_configuration
**洞察任务**create_insights_job, update_insights_job, delete_insights_job, create_insights_job_config, update_insights_job_config, delete_insights_job_config, generate_insights_job_config, get_insights_job_runs
**集群使用限制和 Webhook**create_fleet_usage_limit, update_fleet_usage_limit, delete_fleet_usage_limit, create_fleet_webhook, update_fleet_webhook, delete_fleet_webhook, test_fleet_webhook
**沙箱代理配置文件**create_sandbox_proxy_profile, update_sandbox_proxy_profile, delete_sandbox_proxy_profile
**Playground 设置**create_playground_settings, update_playground_settings, delete_playground_settings
**自托管许可**create_self_hosted_customer, update_self_hosted_customer, mint_self_hosted_license, update_self_hosted_license
**功能模型默认值**upsert_feature_default_model, delete_feature_default_model, upsert_feature_disabled_model, delete_feature_disabled_model
**入门引导**create_onboarding_state, update_onboarding_state
**NPS**submit_nps_response

自托管版本可用性

以下列表提供了 self-hosted 引入每个操作的 Helm chart 版本。该操作在所有后续版本中可用。本节适用于 self-hosted 部署;在 LangSmith 上,所有列出的操作均可用。

0.12.33

add_member_to_workspace, add_members_to_workspace_batch, cancel_bulk_export, create_api_key, create_bulk_export, create_bulk_export_destination, create_personal_access_token, create_service_key, create_tag_key, create_tag_value, create_tagging, create_workspace, delete_api_key, delete_personal_access_token, delete_service_key, delete_tag_key, delete_tag_value, delete_tagging, delete_usage_limit, delete_workspace, delete_workspace_member, delete_workspace_pending_member, set_tenant_handle, unshare_entities, update_organization_info, update_tag_key, update_tag_value, update_ttl_settings, update_usage_limit, update_workspace, update_workspace_member, update_workspace_secrets

0.12.34

add_basic_auth_users_to_org, clone_chart_section, confirm_payment_checkout_session, create_chart, create_chart_section, create_deployment, create_model_price_map, create_org_chart, create_org_chart_section, create_payment_account_link, create_payment_checkout_session, create_payment_setup_intent, create_role, create_sso_settings, delete_chart, delete_chart_section, delete_deployment, delete_model_price_map, delete_org_chart, delete_org_chart_section, delete_org_member, delete_org_pending_member, delete_role, delete_sso_settings, invite_user_to_org, invite_users_to_org_batch, update_basic_auth_user, update_business_info, update_chart, update_chart_section, update_default_sso_provision_organization, update_deployment, update_login_methods, update_model_price_map, update_org_chart, update_org_chart_section, update_org_member, update_payment_method, update_payment_plan, update_role, update_sso_settings

0.13.3

update_bulk_export_destination

0.13.32

clone_dataset, create_comparative_experiment, create_csv_dataset, create_dataset, create_example, create_examples, create_experiment_via_upload, create_playground_experiment, create_prompt_webhook, delete_comparative_experiment, delete_dataset, delete_datasets, delete_example, delete_examples, delete_prompt_webhook, delete_tracer_session, delete_tracer_sessions, read_bulk_export_destination, share_dataset, test_prompt_webhook, unshare_dataset, update_dataset, update_dataset_splits, update_dataset_version, update_example, update_examples, update_prompt_webhook, update_tracer_session

0.13.37

attach_access_policies, create_access_policy, create_scim_group, create_scim_token, create_scim_user, delete_access_policy, delete_scim_group, delete_scim_token, delete_scim_user, list_access_policies, read_access_policy, read_role_access_policies, update_scim_group, update_scim_token, update_scim_user

0.15.0-rc.1

add_annotation_queue_reviewer, add_runs_to_annotation_queue, batch_query_trace_messages, bulk_delete_evaluators, claim_pending_organization_invite, claim_pending_workspace_invite, confirm_sso_user_email, count_examples, create_alert_rule, create_annotation_queue, create_annotation_queue_run_status, create_commit, create_directory_commit, create_evaluator, create_experiment_view_override, create_feedback_config, create_feedback_formula, create_filter_view, create_fleet_usage_limit, create_fleet_webhook, create_forge_configuration, create_gateway_policy, create_hub_environment, create_insights_job, create_insights_job_config, create_mcp_server, create_mcp_vendor_settings, create_onboarding_state, create_organization, create_playground_settings, create_prompt_canvas_quick_action, create_sandbox_proxy_profile, create_service_account, create_tenant, create_tool, delete_alert_rule, delete_annotation_queue, delete_annotation_queue_run, delete_annotation_queue_runs, delete_annotation_queues, delete_directory, delete_evaluator, delete_experiment_view_override, delete_feature_default_model, delete_feature_disabled_model, delete_feedback_config, delete_feedback_formula, delete_filter_view, delete_fleet_usage_limit, delete_fleet_webhook, delete_forge_configuration, delete_gateway_policy, delete_hub_environment, delete_insights_job, delete_insights_job_config, delete_mcp_server, delete_mcp_vendor_settings, delete_pending_organization_invite, delete_pending_workspace_invite, delete_playground_settings, delete_prompt_canvas_quick_action, delete_runs, delete_sandbox_proxy_profile, delete_service_account, delete_tool, diff_dataset_versions, download_dataset, evaluate_experiment, execute_custom_code, export_annotation_queue, export_granular_usage_csv, export_usage_backfill_csv, generate_dataset, generate_insights_job_config, generate_runs_query, generate_shared_dataset_query, get_annotation_queue, get_annotation_queue_archived_size, get_annotation_queue_run, get_annotation_queue_runs, get_annotation_queue_size, get_annotation_queue_total_size, get_annotation_queues_for_run, get_audit_logs, get_bulk_export, get_bulk_export_run, get_bulk_export_runs, get_bulk_export_runs_filtered, get_company_info, get_dataset_comparison_view, get_dataset_version, get_dataset_versions, get_example, get_experiment_view_override, get_experiment_view_overrides, get_feedback_formula, get_filter_view, get_granular_usage, get_insights_job, get_insights_job_runs, get_login_methods, get_mcp_tools, get_onboarding_state, get_org_dashboard, get_org_usage, get_org_usage_limits, get_organization_billing_info, get_organization_info, get_pairwise_queue, get_run_cluster, get_shared_examples_count, get_shared_tokens, get_sso_settings, get_sso_settings_current, get_tag_key, get_tag_value, get_usage_limits, get_workspace_stats, get_workspace_usage_limits_info, invalidate_mcp_tools_cache, list_annotation_queues, list_bulk_export_destinations, list_bulk_exports, list_chart_sections, list_examples, list_feedback_configs, list_feedback_formulas, list_filter_views, list_insights_job_configs, list_insights_jobs, list_org_members, list_org_personal_access_tokens, list_org_service_keys, list_organization_roles, list_organizations, list_pairwise_entries, list_pairwise_queues, list_pending_organization_invites, list_pending_workspace_invites, list_permissions, list_service_accounts, list_tag_keys, list_tag_values, list_taggings, list_tags, list_tags_for_resource, list_workspace_members, list_workspaces, login, mcp_proxy, mcp_proxy_get, populate_annotation_queue, query_run, query_runs, query_thread_traces, query_threads, query_trace, query_trace_messages, read_chart, read_chart_preview, read_chart_section, read_charts, read_dataset_delta, read_dataset_share_state, read_example, read_examples, read_feedback, read_feedbacks, read_model_price_map, read_run, read_runs, read_shared_delta, read_shared_delta_stream, read_tracing_dashboard, register_mcp_server_oauth, remove_annotation_queue_reviewer, rename_filter_view, resolve_annotation_queue_run, send_sso_email_confirmation, stream_dataset_comparison_view, stream_feedback_delta, submit_nps_response, sync_examples, test_alert_rule, test_fleet_webhook, trigger_forge_configuration, update_alert_rule, update_annotation_queue, update_annotation_queue_run, update_evaluator, update_experiment_view_override, update_feedback_config, update_feedback_formula, update_filter_view, update_fleet_usage_limit, update_fleet_webhook, update_forge_configuration, update_gateway_policy, update_hub_environment, update_insights_job, update_insights_job_config, update_mcp_server, update_mcp_vendor_settings, update_onboarding_state, update_playground_settings, update_prompt_canvas_quick_action, update_sandbox_proxy_profile, update_tool, upsert_feature_default_model, upsert_feature_disabled_model, validate_example, validate_examples

FAQ

Who can view audit logs?

具有 **组织管理员** or **组织操作员** 角色(授予 organization:manage 权限)的用户可以访问审计日志。工作区级角色不提供审计日志访问权限。

Are audit logs available on the Plus or Developer plan?

不。审计日志是企业功能。参见 定价 了解计划详情。

Is there a UI for viewing audit logs?

目前不支持。审计日志可通过 API.

Are read operations logged?

审计日志目前主要专注于写操作。未来可能会添加更多读操作的支持。

Will more operations be tracked in the future?

是的。我们打算随时间扩展跟踪操作的集合。 跟踪操作参考 始终反映当前支持的操作集。

Can I get audit logs in a format other than OCSF?

API 仅以 OCSF 格式返回事件。每个事件中的 unmapped.original_audit_log 字段包含原始 LangSmith 审计日志记录(如果您需要不同格式的数据)。

What is OCSF?

开放网络安全模式框架(OCSF) 是安全事件数据的开放标准。LangSmith 将审计日志事件作为 OCSF v1.7.0 API 活动(类 6003)对象返回。