40 lines
1.3 KiB
Python
40 lines
1.3 KiB
Python
import os
|
|
import unittest
|
|
from unittest.mock import patch
|
|
|
|
from embedchain import App
|
|
from embedchain.config import AppConfig
|
|
|
|
|
|
class TestChromaDbHostsLoglevel(unittest.TestCase):
|
|
os.environ["OPENAI_API_KEY"] = "test_key"
|
|
|
|
@patch("chromadb.api.models.Collection.Collection.add")
|
|
@patch("chromadb.api.models.Collection.Collection.get")
|
|
@patch("embedchain.embedchain.EmbedChain.retrieve_from_database")
|
|
@patch("embedchain.embedchain.EmbedChain.get_answer_from_llm")
|
|
@patch("embedchain.embedchain.EmbedChain.get_llm_model_answer")
|
|
def test_whole_app(
|
|
self,
|
|
_mock_get,
|
|
_mock_add,
|
|
_mock_ec_retrieve_from_database,
|
|
_mock_get_answer_from_llm,
|
|
mock_ec_get_llm_model_answer,
|
|
):
|
|
"""
|
|
Test if the `App` instance is initialized without a config that does not contain default hosts and ports.
|
|
"""
|
|
config = AppConfig(log_level="DEBUG", collect_metrics=False)
|
|
|
|
app = App(config)
|
|
|
|
knowledge = "lorem ipsum dolor sit amet, consectetur adipiscing"
|
|
|
|
app.add_local("text", knowledge)
|
|
|
|
app.query("What text did I give you?")
|
|
app.chat("What text did I give you?")
|
|
|
|
self.assertEqual(mock_ec_get_llm_model_answer.call_args[1]["documents"], [knowledge])
|