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44abceffaa
Fixes #2571 Co-authored-by: Devin AI <devin-ai-integration[bot]@users.noreply.github.com> Co-Authored-By: Joe Moura <joao@crewai.com>
47 lines
1.5 KiB
Python
47 lines
1.5 KiB
Python
import os
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import pytest
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from crewai import LLM, Agent, Crew, Task
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@pytest.mark.skip(reason="Only run manually with valid API keys")
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def test_multimodal_agent_with_image_url():
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"""
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Test that a multimodal agent can process images without validation errors.
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This test reproduces the scenario from issue #2475.
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"""
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OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
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if not OPENAI_API_KEY:
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pytest.skip("OPENAI_API_KEY environment variable not set")
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llm = LLM(
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model="openai/gpt-4o", # model with vision capabilities
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api_key=OPENAI_API_KEY,
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temperature=0.7,
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)
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expert_analyst = Agent(
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role="Visual Quality Inspector",
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goal="Perform detailed quality analysis of product images",
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backstory="Senior quality control expert with expertise in visual inspection",
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llm=llm,
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verbose=True,
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allow_delegation=False,
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multimodal=True,
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)
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inspection_task = Task(
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description="""
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Analyze the product image at https://www.us.maguireshoes.com/collections/spring-25/products/lucena-black-boot with focus on:
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1. Quality of materials
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2. Manufacturing defects
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3. Compliance with standards
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Provide a detailed report highlighting any issues found.
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""",
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expected_output="A detailed report highlighting any issues found",
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agent=expert_analyst,
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)
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crew = Crew(agents=[expert_analyst], tasks=[inspection_task])
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