"""Test Agent creation and execution basic functionality.""" import pytest from langchain.chat_models import ChatOpenAI as OpenAI from ..crewai import Agent def test_agent_creation(): agent = Agent( role="test role", goal="test goal", backstory="test backstory" ) assert agent.role == "test role" assert agent.goal == "test goal" assert agent.backstory == "test backstory" assert agent.tools == [] def test_agent_default_values(): agent = Agent( role="test role", goal="test goal", backstory="test backstory" ) assert isinstance(agent.llm, OpenAI) assert agent.llm.model_name == "gpt-4" assert agent.llm.temperature == 0.7 assert agent.llm.verbose == False assert agent.allow_delegation == True def test_custom_llm(): agent = Agent( role="test role", goal="test goal", backstory="test backstory", llm=OpenAI( temperature=0, model="gpt-3.5" ) ) assert isinstance(agent.llm, OpenAI) assert agent.llm.model_name == "gpt-3.5" assert agent.llm.temperature == 0 @pytest.mark.vcr() def test_agent_execution(): agent = Agent( role="test role", goal="test goal", backstory="test backstory", allow_delegation=False ) output = agent.execute_task("How much is 1 + 1?") assert output == "1 + 1 = 2" @pytest.mark.vcr() def test_agent_execution_with_tools(): from langchain.tools import tool @tool def multiplier(numbers) -> float: """Useful for when you need to multiply two numbers together. The input to this tool should be a comma separated list of numbers of length two, representing the two numbers you want to multiply together. For example, `1,2` would be the input if you wanted to multiply 1 by 2.""" a, b = numbers.split(',') return int(a) * int(b) agent = Agent( role="test role", goal="test goal", backstory="test backstory", tools=[multiplier], allow_delegation=False ) output = agent.execute_task("What is 3 times 4") assert output == "3 times 4 is 12" @pytest.mark.vcr() def test_agent_execution_with_specific_tools(): from langchain.tools import tool @tool def multiplier(numbers) -> float: """Useful for when you need to multiply two numbers together. The input to this tool should be a comma separated list of numbers of length two, representing the two numbers you want to multiply together. For example, `1,2` would be the input if you wanted to multiply 1 by 2.""" a, b = numbers.split(',') return int(a) * int(b) agent = Agent( role="test role", goal="test goal", backstory="test backstory", allow_delegation=False ) output = agent.execute_task( task="What is 3 times 4", tools=[multiplier] ) assert output == "12"