Removing LangChain and Rebuilding Executor (#1322)

* rebuilding executor

* removing langchain

* Making all tests good

* fixing types and adding ability for nor using system prompts

* improving types

* pleasing the types gods

* pleasing the types gods

* fixing parser, tools and executor

* making sure all tests pass

* final pass

* fixing type

* Updating Docs

* preparing to cut new version

tests/utilities/evaluators/test_crew_evaluator_handler.py

@@ -44,7 +44,7 @@ class TestCrewEvaluator:
             == "Evaluator agent for crew evaluation with precise capabilities to evaluate the performance of the agents in the crew based on the tasks they have performed"
         )
         assert agent.verbose is False
-        assert agent.llm.model_name == "gpt-4o-mini"
+        assert agent.llm == "gpt-4o-mini"
 
     def test_evaluation_task(self, crew_planner):
         evaluator_agent = Agent(

tests/utilities/test_converter.py

@@ -213,16 +213,11 @@ def test_get_conversion_instructions_non_gpt():
 
 # Tests for is_gpt
 def test_is_gpt_true():
-    from langchain_openai import ChatOpenAI
-
-    mock_llm = Mock(spec=ChatOpenAI)
-    mock_llm.openai_api_base = None
-    assert is_gpt(mock_llm) is True
+    assert is_gpt("gpt-4") is True
 
 
 def test_is_gpt_false():
-    mock_llm = Mock()
-    assert is_gpt(mock_llm) is False
+    assert is_gpt("lol-4") is False
 
 
 class CustomConverter(Converter):

tests/utilities/test_planning_handler.py

@@ -1,7 +1,6 @@
 from unittest.mock import patch
 
 import pytest
-from langchain_openai import ChatOpenAI
 
 from crewai.agent import Agent
 from crewai.task import Task
@@ -44,7 +43,7 @@ class TestCrewPlanner:
                 agent=Agent(role="Agent 1", goal="Goal 1", backstory="Backstory 1"),
             )
         ]
-        planning_agent_llm = ChatOpenAI(model="gpt-3.5-turbo")
+        planning_agent_llm = "gpt-3.5-turbo"
         return CrewPlanner(tasks, planning_agent_llm)
 
     def test_handle_crew_planning(self, crew_planner):
@@ -62,7 +61,7 @@ class TestCrewPlanner:
                 ),
             )
             result = crew_planner._handle_crew_planning()
-            assert crew_planner.planning_agent_llm.model_name == "gpt-4o-mini"
+            assert crew_planner.planning_agent_llm == "gpt-4o-mini"
             assert isinstance(result, PlannerTaskPydanticOutput)
             assert len(result.list_of_plans_per_task) == len(crew_planner.tasks)
             execute.assert_called_once()
@@ -106,10 +105,7 @@ class TestCrewPlanner:
             )
             result = crew_planner_different_llm._handle_crew_planning()
 
-            assert (
-                crew_planner_different_llm.planning_agent_llm.model_name
-                == "gpt-3.5-turbo"
-            )
+            assert crew_planner_different_llm.planning_agent_llm == "gpt-3.5-turbo"
             assert isinstance(result, PlannerTaskPydanticOutput)
             assert len(result.list_of_plans_per_task) == len(
                 crew_planner_different_llm.tasks