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Merged
romrak merged 4 commits into from
Oct 6, 2026
Merged

feat(gooddata-eval): evaluate the Report copilot #1841

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4fa3949
feat(gooddata-eval): recognize the report answer part
Oct 5, 2026
e04c1a2
test(gooddata-eval): use the real report document in the report-part …
Oct 5, 2026
aaba134
feat(gooddata-eval): add the agentic report-skill evaluator
Oct 5, 2026
cb44617
feat(gooddata-eval): judge the narrative of a drafted report
Oct 5, 2026
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17 changes: 16 additions & 1 deletion 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 @@ -18,6 +18,7 @@
from gooddata_eval.core.agentic.guardrail import evaluate_agentic_guardrail
from gooddata_eval.core.agentic.kda_skill import evaluate_agentic_kda_skill
from gooddata_eval.core.agentic.metric_skill import evaluate_agentic_metric_skill
from gooddata_eval.core.agentic.report_skill import evaluate_agentic_report_skill
from gooddata_eval.core.agentic.search_tool import evaluate_agentic_search_tool
from gooddata_eval.core.agentic.visualization import evaluate_agentic_visualization
from gooddata_eval.core.agentic.what_if import evaluate_agentic_what_if
Expand All @@ -43,6 +44,7 @@ class _LfKw(TypedDict, total=False):
"agentic_metric_skill",
"agentic_alert_skill",
"agentic_dashboard_skill",
"agentic_report_skill",
"agentic_search",
"agentic_general_question",
"agentic_guardrail",
Expand Down Expand Up @@ -92,7 +94,8 @@ class _LfKw(TypedDict, total=False):
#
# agentic_dashboard_skill is absent by default rather than by evidence: gen-ai holds the draft and
# any chart it authors in conversation state and writes neither until a user saves from the UI, so
# it is a candidate for the allowlist once the dataset has runs behind it.
# it is a candidate for the allowlist once the dataset has runs behind it. agentic_report_skill is
# absent for the same reason: the report draft stays in conversation state until a user saves it.
WORKSPACE_MUTATING_TEST_KINDS = frozenset(AGENTIC_TEST_KINDS) - PARALLEL_SAFE_TEST_KINDS


Expand Down Expand Up @@ -203,6 +206,18 @@ def _dispatch_agentic(
agent_id=agent_id,
**lf_kw,
)
elif kind == "agentic_report_skill":
return evaluate_agentic_report_skill(
host=host,
token=token,
workspace_id=workspace_id,
question=item.question,
expected_output=eo,
k=k,
gate=gate,
agent_id=agent_id,
**lf_kw,
)
elif kind == "agentic_alert_skill":
return evaluate_agentic_alert_skill(
host=host,
Expand Down
14 changes: 14 additions & 0 deletions packages/gooddata-eval/src/gooddata_eval/core/agentic/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -53,6 +53,14 @@
evaluate_agentic_metric_skill,
run_agentic_metric_skill,
)
from gooddata_eval.core.agentic.report_skill import (
AgenticReportSummary,
ReportEvaluation,
ReportRunResult,
ReportSkillAssertionError,
evaluate_agentic_report_skill,
run_agentic_report_skill,
)
from gooddata_eval.core.agentic.search_tool import (
AgenticSearchSummary,
SearchResult,
Expand All @@ -75,6 +83,7 @@
"AgenticGuardrailSummary",
"AgenticKdaSummary",
"AgenticMetricSummary",
"AgenticReportSummary",
"AgenticSearchSummary",
"AgenticRunSummary",
"AlertEvaluation",
Expand All @@ -95,6 +104,9 @@
"KdaSkillAssertionError",
"MetricRunResult",
"MetricSkillAssertionError",
"ReportEvaluation",
"ReportRunResult",
"ReportSkillAssertionError",
"RunResult",
"SearchResult",
"SearchToolAssertionError",
Expand All @@ -108,6 +120,7 @@
"evaluate_agentic_guardrail",
"evaluate_agentic_kda_skill",
"evaluate_agentic_metric_skill",
"evaluate_agentic_report_skill",
"evaluate_agentic_search_tool",
"evaluate_agentic_visualization",
"run_agentic_alert_skill",
Expand All @@ -117,6 +130,7 @@
"run_agentic_guardrail",
"run_agentic_kda_skill",
"run_agentic_metric_skill",
"run_agentic_report_skill",
"run_agentic_search_tool",
"run_agentic_visualization",
]
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