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4 changes: 2 additions & 2 deletions pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -63,7 +63,7 @@ server = [
"nats-py",
"nuclia>=4.14.0",
"nuclia-models>=0.59.0",
"nucliadb-protos",
"nucliadb-protos>=7.2.0.post7472",
"nucliadb-sdk>=6.14.0.post6532",
"nucliadb-telemetry[otel]>=6.14.0.post6534",
"nucliadb-utils[storages,fastapi]>=6.15.0.post6671",
Expand Down Expand Up @@ -96,7 +96,7 @@ server = [
]

models = [
"nucliadb-models>=6.13.0.post6252",
"nucliadb-models>=7.2.0.post7472",
"nuclia-models>=0.52.1",
"pydantic",
]
Expand Down
14 changes: 11 additions & 3 deletions tests/ask/test_ask_audit.py
Original file line number Diff line number Diff line change
Expand Up @@ -32,12 +32,14 @@
external_usage_to_predict,
)
from hyperforge_nucliadb_agentic.ask.model import AskRequest
from hyperforge_nucliadb_agentic.ask.utils.proto import client_type as audit_client_type
from nats.aio.client import Client
from nats.js import JetStreamContext
from nucliadb_models.search import NucliaDBClientType
from nucliadb_protos.audit_pb2 import AuditRequest
from nucliadb_protos.audit_pb2 import AuditRequest, ClientType
from nucliadb_protos.kb_usage_pb2 import (
ActivityLogMatchType,
ClientType as UsageClientType,
KBSource,
PredictType,
Service,
Expand All @@ -52,7 +54,9 @@ async def get_audit_messages(sub):
return auditreq


def test_external_usage_to_predict() -> None:
@pytest.mark.parametrize("client", ["api", "agentic"])
def test_external_usage_to_predict(client: str) -> None:
ndb_client = NucliaDBClientType(client)
predicts = external_usage_to_predict(
ExternalUsage(
operation=ExternalUsageOperation.INTERNET_SEARCH,
Expand All @@ -62,10 +66,14 @@ def test_external_usage_to_predict() -> None:
output_tokens=20,
requests=2,
),
NucliaDBClientType.API,
ndb_client,
)

assert len(predicts) == 2
assert audit_client_type(ndb_client) == ClientType.Value(ndb_client.name)
assert all(
predict.client == UsageClientType.Value(ndb_client.name) for predict in predicts
)
search, generation = predicts
assert generation.type == PredictType.QUESTION_ANSWER
assert generation.model == "gemini-2.5-flash"
Expand Down
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