tests: implement langchain tests with run_test()

This commit is contained in:
Aleix Conchillo Flaqué
2025-02-11 22:14:27 -08:00
parent 1b7dfe8126
commit 8bdd7ed0ed

View File

@@ -10,23 +10,22 @@ from langchain.prompts import ChatPromptTemplate
from langchain_core.language_models import FakeStreamingListLLM
from pipecat.frames.frames import (
EndFrame,
LLMFullResponseEndFrame,
LLMFullResponseStartFrame,
LLMMessagesFrame,
TextFrame,
TranscriptionFrame,
UserStartedSpeakingFrame,
UserStoppedSpeakingFrame,
)
from pipecat.pipeline.pipeline import Pipeline
from pipecat.pipeline.runner import PipelineRunner
from pipecat.pipeline.task import PipelineParams, PipelineTask
from pipecat.processors.aggregators.llm_response import (
LLMAssistantResponseAggregator,
LLMUserResponseAggregator,
)
from pipecat.processors.frame_processor import FrameProcessor
from pipecat.processors.frameworks.langchain import LangchainProcessor
from pipecat.tests.utils import SleepFrame, run_test
class TestLangchain(unittest.IsolatedAsyncioTestCase):
@@ -64,31 +63,26 @@ class TestLangchain(unittest.IsolatedAsyncioTestCase):
self.mock_proc = self.MockProcessor("token_collector")
tma_in = LLMUserResponseAggregator(messages)
tma_out = LLMAssistantResponseAggregator(messages)
tma_out = LLMAssistantResponseAggregator(messages, expect_stripped_words=False)
pipeline = Pipeline(
[
tma_in,
proc,
self.mock_proc,
tma_out,
]
pipeline = Pipeline([tma_in, proc, self.mock_proc, tma_out])
frames_to_send = [
UserStartedSpeakingFrame(),
TranscriptionFrame(text="Hi World", user_id="user", timestamp="now"),
SleepFrame(),
UserStoppedSpeakingFrame(),
]
expected_down_frames = [
UserStartedSpeakingFrame,
UserStoppedSpeakingFrame,
LLMMessagesFrame,
]
await run_test(
pipeline,
frames_to_send=frames_to_send,
expected_down_frames=expected_down_frames,
)
task = PipelineTask(pipeline, PipelineParams(allow_interruptions=False))
await task.queue_frames(
[
UserStartedSpeakingFrame(),
TranscriptionFrame(text="Hi World", user_id="user", timestamp="now"),
UserStoppedSpeakingFrame(),
EndFrame(),
]
)
runner = PipelineRunner()
await runner.run(task)
self.assertEqual("".join(self.mock_proc.token), self.expected_response)
# TODO: Address this issue
# This next one would fail with:
# AssertionError: ' H e l l o d e a r h u m a n' != 'Hello dear human'
# self.assertEqual(tma_out.messages[-1]["content"], self.expected_response)
self.assertEqual(tma_out.messages[-1]["content"], self.expected_response)