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7 changes: 7 additions & 0 deletions .changeset/little-terms-lead.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,7 @@
---
"@inkeep/agents-core": patch
"@inkeep/agents-manage-ui": patch
"@inkeep/agents-api": patch
---

Evaluation failure event added
9 changes: 6 additions & 3 deletions agents-api/__snapshots__/openapi.json
Original file line number Diff line number Diff line change
Expand Up @@ -12401,7 +12401,8 @@
"conversation.created",
"conversation.updated",
"feedback.created",
"event.created"
"event.created",
"evaluation.failed"
],
"type": "string"
},
Expand Down Expand Up @@ -12470,7 +12471,8 @@
"conversation.created",
"conversation.updated",
"feedback.created",
"event.created"
"event.created",
"evaluation.failed"
],
"type": "string"
},
Expand Down Expand Up @@ -12584,7 +12586,8 @@
"conversation.created",
"conversation.updated",
"feedback.created",
"event.created"
"event.created",
"evaluation.failed"
],
"type": "string"
},
Expand Down
Original file line number Diff line number Diff line change
@@ -1,5 +1,6 @@
import {
createEvaluationResult,
evaluatePassCriteria,
generateId,
getAgentIdsForEvaluators,
getConversation,
Expand All @@ -13,6 +14,7 @@ import { manageDbClient } from '../../../../data/db';
import manageDbPool from '../../../../data/db/manageDbPool';
import runDbClient from '../../../../data/db/runDbClient';
import { getLogger } from '../../../../logger';
import { emitEvaluationFailedWebhook } from '../../../run/services/WebhookDeliveryService';
import { EvaluationService } from '../../services/EvaluationService';

const logger = getLogger('workflow-evaluate-conversation');
Expand Down Expand Up @@ -97,16 +99,67 @@ async function executeEvaluatorStep(
projectId,
});

const outputData = (output as { output?: Record<string, unknown> })?.output ?? {};
const passCriteriaResult = evaluatePassCriteria(evaluator.passCriteria ?? null, outputData);
const verdict = passCriteriaResult.status;

if (passCriteriaResult.configurationErrors?.length) {
logger.error(
{
evaluatorId: evaluator.id,
configurationErrors: passCriteriaResult.configurationErrors,
availableOutputFields: Object.keys(outputData),
},
'Evaluator pass criteria misconfigured'
);
}

const updated = await updateEvaluationResult(runDbClient)({
scopes: { tenantId, projectId, evaluationResultId: evalResult.id },
data: { output: output as any },
});

logger.info(
{ conversationId, evaluatorId: evaluator.id, resultId: evalResult.id },
{ conversationId, evaluatorId: evaluator.id, resultId: evalResult.id, verdict },
'Evaluation completed successfully'
);

try {
const failedConditions = (passCriteriaResult.failedConditions ?? []).map((c) => {
const val = outputData[c.field];
return {
field: c.field,
operator: c.operator,
value: c.value,
actual: typeof val === 'number' ? val : 0,
};
});

await emitEvaluationFailedWebhook({
runDbClient,
tenantId,
projectId,
verdict,
failedConditions,
evaluationResult: {
id: evalResult.id,
evaluatorId: evaluator.id,
conversationId,
evaluationRunId,
},
evaluator: { id: evaluator.id, name: evaluator.name },
});
} catch (emitErr) {
logger.warn(
{
error: emitErr instanceof Error ? emitErr.message : String(emitErr),
evaluatorId: evaluator.id,
resultId: evalResult.id,
},
'Failed to emit evaluation.failed webhook'
);
}

return updated;
} catch (error) {
const errorMessage = error instanceof Error ? error.message : 'Unknown error';
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,7 @@ import {
addConversationIdToInvocation,
createDatasetRunConversationRelation,
createEvaluationResult,
evaluatePassCriteria,
generateId,
getAgentIdsForEvaluators,
getConversation,
Expand All @@ -29,6 +30,7 @@ import manageDbPool from '../../../../data/db/manageDbPool';
import runDbClient from '../../../../data/db/runDbClient';
import { getLogger } from '../../../../logger';
import { executeAgentAsync } from '../../../run/services/TriggerService';
import { emitEvaluationFailedWebhook } from '../../../run/services/WebhookDeliveryService';
import { EvaluationService } from '../../services/EvaluationService';

const logger = getLogger('workflow-run-dataset-item');
Expand Down Expand Up @@ -333,16 +335,67 @@ async function executeEvaluatorStep(
expectedOutput,
});

const outputData = (output as { output?: Record<string, unknown> })?.output ?? {};
const passCriteriaResult = evaluatePassCriteria(evaluator.passCriteria ?? null, outputData);
const verdict = passCriteriaResult.status;

if (passCriteriaResult.configurationErrors?.length) {
logger.error(
{
evaluatorId: evaluator.id,
configurationErrors: passCriteriaResult.configurationErrors,
availableOutputFields: Object.keys(outputData),
},
'Evaluator pass criteria misconfigured'
);
}

await updateEvaluationResult(runDbClient)({
scopes: { tenantId, projectId, evaluationResultId: evalResult.id },
data: { output: output as any },
});

logger.info(
{ conversationId, evaluatorId: evaluator.id, resultId: evalResult.id },
{ conversationId, evaluatorId: evaluator.id, resultId: evalResult.id, verdict },
'Evaluation completed'
);

try {
const failedConditions = (passCriteriaResult.failedConditions ?? []).map((c) => {
const val = outputData[c.field];
return {
field: c.field,
operator: c.operator,
value: c.value,
actual: typeof val === 'number' ? val : 0,
};
});

await emitEvaluationFailedWebhook({
runDbClient,
tenantId,
projectId,
verdict,
failedConditions,
evaluationResult: {
id: evalResult.id,
evaluatorId: evaluator.id,
conversationId,
evaluationRunId,
},
evaluator: { id: evaluator.id, name: evaluator.name },
});
} catch (emitErr) {
logger.warn(
{
error: emitErr instanceof Error ? emitErr.message : String(emitErr),
evaluatorId: evaluator.id,
resultId: evalResult.id,
},
'Failed to emit evaluation.failed webhook'
);
}

return evalResult.id;
} catch (error) {
const errorMessage = error instanceof Error ? error.message : 'Unknown error';
Expand Down
48 changes: 5 additions & 43 deletions agents-api/src/domains/manage/routes/improvements.ts
Original file line number Diff line number Diff line change
Expand Up @@ -14,6 +14,7 @@ import {
doltPreviewMergeConflicts,
doltPreviewMergeConflictsSummary,
EvalSummaryResponseSchema,
evaluatePassCriteria,
generateId,
getDatasetById,
getEvaluatorsByIds,
Expand Down Expand Up @@ -53,33 +54,6 @@ import { continueImprovement, triggerImprovement } from '../../run/services/Impr

const logger = getLogger('improvements');

type PassCondition = {
field: string;
operator: string;
value: number;
};

function evaluateCondition(cond: PassCondition, outputData: Record<string, unknown>): boolean {
const val = outputData[cond.field];
if (typeof val !== 'number') return false;
switch (cond.operator) {
case '>':
return val > cond.value;
case '<':
return val < cond.value;
case '>=':
return val >= cond.value;
case '<=':
return val <= cond.value;
case '=':
return val === cond.value;
case '!=':
return val !== cond.value;
default:
return false;
}
}

type ImprovementListEntry = {
branchName: string;
status: string;
Expand Down Expand Up @@ -1088,23 +1062,11 @@ app.openapi(
const evaluator = evaluatorMap.get(result.evaluatorId);
const evaluatorName = evaluator?.name ?? result.evaluatorId;

let passed: 'passed' | 'failed' | 'no_criteria' | 'pending' = 'pending';
let passed: EvalSummaryResult['passed'] = 'pending';
if (result.output) {
const outputData = (result.output as { output?: Record<string, unknown> })?.output;
const criteria = (evaluator?.passCriteria ?? null) as {
operator?: 'and' | 'or';
conditions?: PassCondition[];
} | null;

if (outputData && criteria?.conditions?.length) {
const allPass =
criteria.operator === 'and'
? criteria.conditions.every((cond) => evaluateCondition(cond, outputData))
: criteria.conditions.some((cond) => evaluateCondition(cond, outputData));
passed = allPass ? 'passed' : 'failed';
} else if (outputData) {
passed = 'no_criteria';
}
const outputData =
((result.output as Record<string, unknown>)?.output as Record<string, unknown>) ?? {};
passed = evaluatePassCriteria(evaluator?.passCriteria ?? null, outputData).status;
}

return {
Expand Down
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