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Original file line number | Diff line number | Diff line change |
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import os | ||
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from dotenv import load_dotenv | ||
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from swarms.models.gpt4_vision_api import GPT4VisionAPI | ||
from swarms.prompts.visual_cot import VISUAL_CHAIN_OF_THOUGHT | ||
from swarms.structs import Agent | ||
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# Load the environment variables | ||
load_dotenv() | ||
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# Get the API key from the environment | ||
api_key = os.environ.get("OPENAI_API_KEY") | ||
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# Initialize the language model | ||
llm = GPT4VisionAPI( | ||
openai_api_key=api_key, | ||
max_tokens=500, | ||
) | ||
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# Initialize the task | ||
task = "This is an eye test. What do you see?" | ||
img = "playground/demos/multi_modal_chain_of_thought/eyetest.jpg" | ||
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## Initialize the workflow | ||
agent = Agent( | ||
llm=llm, | ||
max_loops=2, | ||
autosave=True, | ||
sop=VISUAL_CHAIN_OF_THOUGHT, | ||
) | ||
|
||
# Run the workflow on a task | ||
out = agent.run(task=task, img=img) | ||
print(out) |
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