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from unittest.mock import AsyncMock, Mock | ||
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import pytest | ||
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from neuroagent.app.config import Settings | ||
from neuroagent.app.dependencies import get_agents_routine, get_settings | ||
from neuroagent.app.main import app | ||
from neuroagent.app.routers import qa | ||
from neuroagent.new_types import Agent, Response | ||
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@pytest.mark.httpx_mock(can_send_already_matched_responses=True) | ||
def test_run_agent(app_client, patch_required_env, httpx_mock, db_connection): | ||
agent_output = Response( | ||
messages=[ | ||
{"role": "user", "content": "Hello"}, | ||
{"content": "Hello! How can I assist you today?"}, | ||
], | ||
agent=Agent( | ||
name="Agent", | ||
model="gpt-4o-mini", | ||
instructions="You are a helpfull assistant", | ||
), | ||
) | ||
agent_routine = AsyncMock() | ||
agent_routine.arun.return_value = agent_output | ||
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test_settings = Settings( | ||
db={"prefix": db_connection}, | ||
) | ||
app.dependency_overrides[get_settings] = lambda: test_settings | ||
app.dependency_overrides[get_agents_routine] = lambda: agent_routine | ||
httpx_mock.add_response( | ||
url=f"{test_settings.virtual_lab.get_project_url}/32c83739-f39c-49d1-833f-58c981ebd2a2/projects/123251a1-be18-4146-87b5-5ca2f8bfaf48" | ||
# Not great to hardcode the Vlab and Project | ||
) | ||
with app_client as app_client: | ||
response = app_client.post("/qa/run", json={"query": "This is my query"}) | ||
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assert response.status_code == 200 | ||
assert ( | ||
response.json()["message"] | ||
== agent_output.model_dump()["messages"][-1]["content"] | ||
) | ||
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# Missing query | ||
response = app_client.post("/qa/run", json={}) | ||
assert response.status_code == 422 | ||
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@pytest.mark.httpx_mock(can_send_already_matched_responses=True) | ||
def test_run_chat_agent(app_client, httpx_mock, patch_required_env, db_connection): | ||
agent_output = Response( | ||
messages=[ | ||
{"role": "user", "content": "Hello"}, | ||
{"content": "Hello! How can I assist you today?", "role": "assistant"}, | ||
], | ||
agent=Agent( | ||
name="Agent", | ||
model="gpt-4o-mini", | ||
instructions="You are a helpfull assistant", | ||
), | ||
) | ||
agent_routine = AsyncMock() | ||
agent_routine.arun.return_value = agent_output | ||
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test_settings = Settings( | ||
db={"prefix": db_connection}, | ||
) | ||
app.dependency_overrides[get_settings] = lambda: test_settings | ||
app.dependency_overrides[get_agents_routine] = lambda: agent_routine | ||
httpx_mock.add_response( | ||
url=f"{test_settings.virtual_lab.get_project_url}/test_vlab/projects/test_project" | ||
) | ||
with app_client as app_client: | ||
create_output = app_client.post( | ||
"/threads/?virtual_lab_id=test_vlab&project_id=test_project" | ||
).json() | ||
response = app_client.post( | ||
f"/qa/chat/{create_output['thread_id']}", | ||
json={"query": "This is my query"}, | ||
headers={"x-virtual-lab-id": "test_vlab", "x-project-id": "test_project"}, | ||
) | ||
assert response.status_code == 200 | ||
assert ( | ||
response.json()["message"] | ||
== agent_output.model_dump()["messages"][-1]["content"] | ||
) | ||
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# Missing thread_id query | ||
response = app_client.post( | ||
"/qa/chat", | ||
json={"query": "This is my query"}, | ||
headers={"x-virtual-lab-id": "test_vlab", "x-project-id": "test_project"}, | ||
) | ||
assert response.status_code == 404 | ||
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async def streamed_response(): | ||
response = [ | ||
"Calling ", | ||
"tool ", | ||
": ", | ||
"resolve_entities_tool ", | ||
"with ", | ||
"arguments ", | ||
": ", | ||
"{", | ||
"brain_region", | ||
": ", | ||
"thalamus", | ||
"}", | ||
"\n ", | ||
"This", | ||
" is", | ||
" an", | ||
" amazingly", | ||
" well", | ||
" streamed", | ||
" response", | ||
".", | ||
" I", | ||
" can", | ||
"'t", | ||
" believe", | ||
" how", | ||
" good", | ||
" it", | ||
" is", | ||
"!", | ||
] | ||
for word in response: | ||
yield word | ||
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@pytest.mark.httpx_mock(can_send_already_matched_responses=True) | ||
def test_chat_streamed(app_client, httpx_mock, patch_required_env, db_connection): | ||
"""Test the generative QA endpoint with a fake LLM.""" | ||
qa.stream_agent_response = Mock() | ||
qa.stream_agent_response.return_value = streamed_response() | ||
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test_settings = Settings( | ||
db={"prefix": db_connection}, | ||
) | ||
app.dependency_overrides[get_settings] = lambda: test_settings | ||
agent_routine = Mock() | ||
app.dependency_overrides[get_agents_routine] = lambda: agent_routine | ||
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expected_tokens = ( | ||
b"Calling tool : resolve_entities_tool with arguments : {brain_region:" | ||
b" thalamus}\n This is an amazingly well streamed response. I can't believe how" | ||
b" good it is!" | ||
) | ||
httpx_mock.add_response( | ||
url=f"{test_settings.virtual_lab.get_project_url}/test_vlab/projects/test_project" | ||
) | ||
with app_client as app_client: | ||
create_output = app_client.post( | ||
"/threads/?virtual_lab_id=test_vlab&project_id=test_project" | ||
).json() | ||
response = app_client.post( | ||
f"/qa/chat_streamed/{create_output['thread_id']}", | ||
json={"query": "This is my query"}, | ||
headers={"x-virtual-lab-id": "test_vlab", "x-project-id": "test_project"}, | ||
) | ||
assert response.status_code == 200 | ||
assert response.content == expected_tokens |