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Feat/llm obs annotation export #774

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7c2f1cd
feat(llm-obs): export annotated interaction data
hannahqjiang Aug 28, 2026
484528c
fix(llm-obs): align annotation export with pup conventions
hannahqjiang Aug 28, 2026
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14 changes: 13 additions & 1 deletion docs/COMMANDS.md
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Expand Up @@ -66,7 +66,7 @@ pup <domain> <subgroup> <action> [options] # Nested commands
| data-deletion | requests (list, create, cancel) | src/commands/data_deletion.rs | ✅ |
| data-governance | scanner-rules (list) | src/commands/data_governance.rs | ✅ |
| obs-pipelines | list, get, create, update, diff, delete, validate | src/commands/obs_pipelines.rs | ✅ |
| llm-obs | projects (create, list), experiments (create, list, update, delete, summary, events (list, get, submit), metric-values, dimension-values), datasets (create, list, batch-update, clone, restore, records, records-add, records-all, records-full), spans (search), patterns (configs (list, get), runs (list, status), topics, topics-with-points, points), agent-insights (list, get, update-status, submit-feedback), annotation-queues (create, list, update, delete, interactions (add, delete, list), schema (get, update), annotations (upsert, delete)), model-pricing | src/commands/llm_obs.rs | ✅ |
| llm-obs | projects (create, list), experiments (create, list, update, delete, summary, events (list, get, submit), metric-values, dimension-values), datasets (create, list, batch-update, clone, restore, records, records-add, records-all, records-full), spans (search), patterns (configs (list, get), runs (list, status), topics, topics-with-points, points), agent-insights (list, get, update-status, submit-feedback), annotations (export), annotation-queues (create, list, update, delete, interactions (add, delete, list), schema (get, update), annotations (upsert, delete)), model-pricing | src/commands/llm_obs.rs | ✅ |
| reference-tables | list, get, create, batch-query | src/commands/reference_tables.rs | ✅ |
| network | flows list, devices (list, get, interfaces, tags), interfaces (list, update) | src/commands/network.rs | ✅ |
| cloud | aws, gcp, azure, oci | src/commands/cloud.rs | ✅ |
Expand Down Expand Up @@ -94,6 +94,18 @@ pup <domain> <subgroup> <action> [options] # Nested commands

## Common Patterns

### Export an LLM Observability annotated interaction

Export one annotation together with all event data for its trace, span, experiment trace, or session. `--queue` accepts either the queue ID or its exact name. Without `--out`, the command uses Pup's standard output formatter (JSON by default) and honors global `--output` and `--jq` flags. File exports default to JSON; pass `--format jsonl` for JSONL. Existing files are not replaced unless `--force` is provided.

```bash
pup llm-obs annotations export \
--queue quality-review \
--interaction-id 23851556-a8c7-41c1-be75-03eb665a132f \
--format jsonl \
--out interaction.jsonl
```

### List Operations
```bash
pup <domain> list [--flags]
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22 changes: 22 additions & 0 deletions docs/EXAMPLES.md
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Expand Up @@ -26,6 +26,28 @@ export DD_APP_KEY="your-app-key"
export DD_SITE="datadoghq.com"
```

## LLM Observability

### Export an Annotated Interaction
```bash
# Print the annotation and complete interaction data as JSON
pup llm-obs annotations export \
--queue quality-review \
--interaction-id 23851556-a8c7-41c1-be75-03eb665a132f

# Select part of the standard JSON output
pup --jq '.interaction_data.events' llm-obs annotations export \
--queue 13851556-a8c7-41c1-be75-03eb665a132f \
--interaction-id 23851556-a8c7-41c1-be75-03eb665a132f

# Write JSONL to a file; --force is required to replace an existing file
pup llm-obs annotations export \
--queue quality-review \
--interaction-id 23851556-a8c7-41c1-be75-03eb665a132f \
--out interaction.jsonl \
--format jsonl
```

## Metrics

### List Metrics
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