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feat(gooddata-eval): add the agentic anomaly-detection evaluator #1801

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9c81a68
feat(gooddata-eval): add the agentic anomaly-detection evaluator
Tomkess Sep 10, 2026
bed8974
fix(gooddata-eval): apply the forecasting review findings to anomaly …
Tomkess Sep 10, 2026
36247ea
fix(gooddata-eval): report whole-conversation latency and ungated cost
Tomkess Sep 10, 2026
5a57f66
fix(gooddata-eval): align the anomaly granularity map with the service
Tomkess Sep 10, 2026
a3386e9
test(gooddata-eval): cover the anomaly Langfuse scoring block and fai…
Tomkess Sep 10, 2026
30c5dd5
Merge remote-tracking branch 'origin/master' into feat/agentic-anomal…
Tomkess Sep 10, 2026
213b39f
fix(gooddata-eval): pass item_input when deferring anomaly scores
Tomkess Sep 10, 2026
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13 changes: 13 additions & 0 deletions packages/gooddata-eval/src/gooddata_eval/cli/agentic_runner.py
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Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,7 @@
from gooddata_eval.core.agentic._langfuse import make_langfuse_client
from gooddata_eval.core.agentic._trace_linker import BackgroundTraceLinker, SubmitTraceLink, run_trace_link_inline
from gooddata_eval.core.agentic.alert_skill import evaluate_agentic_alert_skill
from gooddata_eval.core.agentic.anomaly_detection import evaluate_agentic_anomaly_detection
from gooddata_eval.core.agentic.conversation import ConversationFixture, evaluate_agentic_conversation
from gooddata_eval.core.agentic.general_question import evaluate_agentic_general_question
from gooddata_eval.core.agentic.guardrail import evaluate_agentic_guardrail
Expand Down Expand Up @@ -44,6 +45,7 @@ class _LfKw(TypedDict, total=False):
"agentic_guardrail",
"agentic_conversation",
"agentic_kda_skill",
"agentic_anomaly_detection",
}
)

Expand Down Expand Up @@ -228,6 +230,17 @@ def _dispatch_agentic(
agent_id=agent_id,
**lf_kw,
)
elif kind == "agentic_anomaly_detection":
return evaluate_agentic_anomaly_detection(
host=host,
token=token,
workspace_id=workspace_id,
question=item.question,
expected_output=eo if isinstance(eo, dict) else {},
k=k,
agent_id=agent_id,
**lf_kw,
)
elif kind == "agentic_conversation":
fixture_data = eo.get("fixture") or eo if isinstance(eo, dict) else {}
return evaluate_agentic_conversation(
Expand Down
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