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37 lines
933 B
37 lines
933 B
"""
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LLM Council Example: Medical Diagnosis Analysis
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This example demonstrates using the LLM Council to analyze symptoms
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and provide diagnostic insights.
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"""
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from swarms.structs.llm_council import LLMCouncil
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# Create the council
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council = LLMCouncil(verbose=True)
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# Medical diagnosis query
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query = """
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A 35-year-old patient presents with:
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- Persistent fatigue for 3 months
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- Unexplained weight loss (15 lbs)
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- Night sweats
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- Intermittent low-grade fever
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- Swollen lymph nodes in neck and armpits
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- Recent blood work shows elevated ESR and CRP
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Provide:
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1. Differential diagnosis with most likely conditions ranked
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2. Additional diagnostic tests needed to confirm
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3. Red flag symptoms requiring immediate attention
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4. Possible causes and risk factors
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5. Recommended next steps for the patient
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6. When to seek emergency care
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"""
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# Run the council
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result = council.run(query)
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# Print final response
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print(result["final_response"])
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