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| 1 | +import pytest |
| 2 | + |
| 3 | +from swarms.agents.i_agent import IterativeReflectiveExpansion |
| 4 | + |
| 5 | + |
| 6 | +def test_ire_agent_initialization(): |
| 7 | + """Test IRE agent initialization with default parameters""" |
| 8 | + agent = IterativeReflectiveExpansion() |
| 9 | + |
| 10 | + assert agent is not None |
| 11 | + assert agent.agent_name == "General-Reasoning-Agent" |
| 12 | + assert agent.max_iterations == 5 |
| 13 | + assert agent.output_type == "dict" |
| 14 | + assert agent.agent is not None |
| 15 | + |
| 16 | + |
| 17 | +def test_ire_agent_custom_initialization(): |
| 18 | + """Test IRE agent initialization with custom parameters""" |
| 19 | + agent = IterativeReflectiveExpansion( |
| 20 | + agent_name="Custom-IRE-Agent", |
| 21 | + description="A custom reasoning agent", |
| 22 | + max_iterations=3, |
| 23 | + model_name="gpt-4o", |
| 24 | + output_type="string", |
| 25 | + ) |
| 26 | + |
| 27 | + assert agent.agent_name == "Custom-IRE-Agent" |
| 28 | + assert agent.description == "A custom reasoning agent" |
| 29 | + assert agent.max_iterations == 3 |
| 30 | + assert agent.output_type == "string" |
| 31 | + |
| 32 | + |
| 33 | +def test_ire_agent_execution(): |
| 34 | + """Test IRE agent execution with a simple problem""" |
| 35 | + agent = IterativeReflectiveExpansion( |
| 36 | + agent_name="Test-IRE-Agent", |
| 37 | + model_name="gpt-4o", |
| 38 | + max_iterations=2, |
| 39 | + output_type="dict", |
| 40 | + ) |
| 41 | + |
| 42 | + # Test with a simple reasoning task |
| 43 | + task = "What are three main benefits of renewable energy?" |
| 44 | + result = agent.run(task) |
| 45 | + |
| 46 | + # Result should not be None |
| 47 | + assert result is not None |
| 48 | + # Result should be dict or string based on output_type |
| 49 | + assert isinstance(result, (str, dict)) |
| 50 | + |
| 51 | + |
| 52 | +def test_ire_agent_generate_hypotheses(): |
| 53 | + """Test IRE agent hypothesis generation""" |
| 54 | + agent = IterativeReflectiveExpansion( |
| 55 | + agent_name="Hypothesis-Test-Agent", |
| 56 | + max_iterations=1, |
| 57 | + ) |
| 58 | + |
| 59 | + task = "How can we reduce carbon emissions?" |
| 60 | + hypotheses = agent.generate_initial_hypotheses(task) |
| 61 | + |
| 62 | + assert hypotheses is not None |
| 63 | + assert isinstance(hypotheses, list) |
| 64 | + assert len(hypotheses) > 0 |
| 65 | + |
| 66 | + |
| 67 | +def test_ire_agent_workflow(): |
| 68 | + """Test complete IRE agent workflow with iterative refinement""" |
| 69 | + agent = IterativeReflectiveExpansion( |
| 70 | + agent_name="Workflow-Test-Agent", |
| 71 | + description="Agent for testing complete workflow", |
| 72 | + model_name="gpt-4o", |
| 73 | + max_iterations=2, |
| 74 | + output_type="dict", |
| 75 | + ) |
| 76 | + |
| 77 | + # Test with a problem that requires iterative refinement |
| 78 | + task = "Design an efficient public transportation system for a small city" |
| 79 | + result = agent.run(task) |
| 80 | + |
| 81 | + # Verify the result is valid |
| 82 | + assert result is not None |
| 83 | + assert isinstance(result, (str, dict)) |
| 84 | + |
| 85 | + # Check that conversation was populated during execution |
| 86 | + assert agent.conversation is not None |
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