Arize Link

arize-ai/arize-skills/skills/arize-link

作者 arize-aif92b15a00179无许可证58 个星标收录于 2026年10月8日更新于 2026年10月8日仓库昨天更新

Generates deep links to the Arize UI for projects, traces, spans, sessions, datasets, experiments, labeling queues, evaluators, and annotation configs. Discovers organization and project IDs with the ax CLI and produces clickable URLs for sharing Arize resources with team members. Use when the user wants to link to or open a project, trace, span, session, dataset, experiment, evaluator, or annotation config in the Arize UI.

AI 生成的概览

为项目、追踪、跨度、会话、数据集、实验、队列和评估器生成可点击的 Arize UI 深度链接。

功能
该技能为 Arize UI 中的项目、追踪、跨度、会话、数据集、实验、标注队列、评估器和标注配置构建深度链接。它从用户、导出数据、解析出的 URL 或 ax CLI 收集所需的组织、空间和资源 ID,再代入 URL 模板。它还会为追踪、跨度和会话链接确定必需的 startA 与 endA 毫秒时间范围,并以可点击的 Markdown 链接形式返回结果。
适用场景
当用户想要获取或打开 Arize 中的项目、追踪、跨度、会话、数据集、实验、标注队列、评估器或标注配置链接时使用。也适用于从导出数据或日志中获得 ID、需要转换回 UI 链接的场景。
运行要求
需要 ax CLI 用于发现 ID,并需要访问 Arize UI 的网络连接;不附带脚本,只有说明文档和参考文件。

Arize Link

Generate deep links to the Arize UI for projects, traces, spans, sessions, datasets, experiments, labeling queues, evaluators, and annotation configs.

When to Use

  • User wants a link to a project, trace, span, session, dataset, labeling queue, evaluator, or annotation config
  • You have IDs from exported data or logs and need to link back to the UI
  • User asks to "open" or "view" any of the above in Arize

Required Inputs

Collect from the user, context (exported trace data or parsed URLs), or the ax CLI:

Always requiredResource-specific
org_id (base64)project_id + trace_id [+ span_id] — trace/span
space_id (base64)project_id + session_id — session
dataset_id — dataset
dataset_id + experiment_id (one or more) — experiment or comparison
experiment_id — experiment with no dataset
queue_id — specific queue (omit for list)
evaluator_id [+ version] — evaluator

Discover organization and project IDs

Prefer the CLI over asking the user for IDs that it can provide:

bash
ax organizations list --output json

Use .organizations[].id for the organization ID. If more than one organization is returned, match the user-provided organization name or ask them to choose.

To discover a project ID, list projects in the relevant space:

bash
ax projects list --space "{space_name_or_id}" --limit 100 --output json

Use the matching project's id; its space_id supplies the space ID required in the URL. The command accepts a space name or ID; if no space is known, run ax projects list --limit 100 --output json and select the matching project.

To discover experiment IDs, list the experiments on the dataset; each has an id and a dataset_id:

bash
ax experiments list --dataset "{dataset_name_or_id}" --space "{space_name_or_id}" --output json

All path IDs must be base64-encoded (characters: A-Za-z0-9+/=). A raw numeric ID produces a valid-looking URL that 404s. If the user provides a number, ask them to copy the ID directly from their Arize browser URL (https://app.arize.com/organizations/{org_id}/spaces/{space_id}/…). If you have a raw internal ID (e.g. Organization:1:abC1), base64-encode it before inserting into the URL.

URL Templates

Base URL: https://app.arize.com (override for on-prem)

Project:

{base_url}/organizations/{org_id}/spaces/{space_id}/projects/{project_id}

Trace (add &selectedSpanId={span_id} to highlight a specific span):

{base_url}/organizations/{org_id}/spaces/{space_id}/projects/{project_id}?selectedTraceId={trace_id}&queryFilterA=&selectedTab=llmTracing&timeZoneA=America%2FLos_Angeles&startA={start_ms}&endA={end_ms}&envA=tracing&modelType=generative_llm

Session:

{base_url}/organizations/{org_id}/spaces/{space_id}/projects/{project_id}?selectedSessionId={session_id}&queryFilterA=&selectedTab=llmTracing&timeZoneA=America%2FLos_Angeles&startA={start_ms}&endA={end_ms}&envA=tracing&modelType=generative_llm

Dataset (selectedTab: examples or experiments):

{base_url}/organizations/{org_id}/spaces/{space_id}/datasets/{dataset_id}?selectedTab=examples

Experiment (repeat experimentId to compare experiments side by side):

{base_url}/organizations/{org_id}/spaces/{space_id}/datasets/{dataset_id}/experiments/compare?experimentId={experiment_id}{base_url}/organizations/{org_id}/spaces/{space_id}/datasets/{dataset_id}/experiments/compare?experimentId={experiment_id_a}&experimentId={experiment_id_b}

Experiment with no dataset:

{base_url}/organizations/{org_id}/spaces/{space_id}/experiments/{experiment_id}

URL-encode experiment IDs (= → %3D, + → %2B, / → %2F).

Queue list / specific queue:

{base_url}/organizations/{org_id}/spaces/{space_id}/queues{base_url}/organizations/{org_id}/spaces/{space_id}/queues/{queue_id}

Evaluator (omit ?version=… for latest):

{base_url}/organizations/{org_id}/spaces/{space_id}/evaluators/{evaluator_id}{base_url}/organizations/{org_id}/spaces/{space_id}/evaluators/{evaluator_id}?version={version_url_encoded}

The version value must be URL-encoded (e.g., trailing = → %3D).

Annotation configs:

{base_url}/organizations/{org_id}/spaces/{space_id}/annotation-configs

Time Range

CRITICAL: startA and endA (epoch milliseconds) are required for trace/span/session links — omitting them defaults to the last 7 days and will show "no recent data" if the trace falls outside that window.

Priority order:

  1. User-provided URL — extract and reuse startA/endA directly.
  2. Span start_time — pad ±1 day (or ±1 hour for a tighter window).
  3. Fallback — last 90 days (now - 90d to now).

Prefer tight windows; 90-day windows load slowly.

Instructions

  1. Gather IDs from user, exported data, URL context, or the CLI. Use ax organizations list --output json to obtain org_id; use ax projects list to obtain project_id when needed.
  2. Verify all path IDs are base64-encoded.
  3. Determine startA/endA using the priority order above for trace, span, and session links.
  4. Substitute into the appropriate template and present as a clickable markdown link.

Troubleshooting

ProblemSolution
"No data" / empty viewTrace outside time window — widen startA/endA (±1h → ±1d → 90d).
404ID wrong or not base64. Re-check org_id with ax organizations list --output json, project_id with ax projects list, and space_id from the browser URL.
Span not highlightedspan_id may belong to a different trace. Verify against exported span data.
org_id unknownRun ax organizations list --output json and use .organizations[].id. If the CLI cannot access the organization, ask the user to copy it from their Arize browser URL.

Related Skills

  • arize-trace: Export spans to get trace_id, span_id, and start_time.

Examples

See references/EXAMPLES.md [blocked] for a complete set of concrete URLs for every link type.

来源与署名

来源:arize-ai/arize-skills位于skills/arize-link提交f92b15a

许可证: 无许可证

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