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Update app.py
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app.py
CHANGED
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@@ -18,39 +18,148 @@ from Gradio_UI import GradioUI
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# """
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# return "What magic will you build ?"
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@tool
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def
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Args:
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symptoms:
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Returns:
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"""
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"How long have you had these symptoms?",
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"Do you have any allergies?",
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"Are you
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"Have you had any recent illnesses?",
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"Have you noticed any other unusual changes?"
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]
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return (f"Nurse: I have recorded the symptoms: {symptoms}.\n"
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f"Here are some follow-up questions:\n- " + "\n- ".join(follow_up_questions))
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search_tool = DuckDuckGoSearchTool()
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@tool
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@@ -90,13 +199,13 @@ with open("prompts.yaml", 'r') as stream:
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agent = CodeAgent(
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model=model,
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tools=[final_answer,
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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planning_interval=None,
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name=
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description=
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prompt_templates=prompt_templates
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)
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# """
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# return "What magic will you build ?"
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def __init__(self):
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self.patient_data = {}
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@tool
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def collect_symptoms(self, patient_id: str, symptoms: str) -> str:
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"""
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Nurse tool to collect symptoms and ask follow-up questions.
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Args:
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patient_id: Unique identifier for the patient.
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symptoms: Initial symptoms provided by the patient.
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Returns:
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Follow-up questions based on the symptoms.
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"""
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try:
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if not patient_id or not symptoms:
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raise ValueError("Patient ID and symptoms must be provided.")
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self.patient_data[patient_id] = {"symptoms": symptoms, "additional_info": {}}
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questions = [
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"How long have you had these symptoms?",
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"Do you have any allergies?",
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"Are you taking any medications?",
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"Have you experienced these symptoms before?",
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"Have you had any recent illnesses?",
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"Have you noticed any other unusual changes?",
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"What is your medical history related to these symptoms?"
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]
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return f"Nurse: I have noted the symptoms ({symptoms}). Here are follow-up questions:\n" + "\n".join(questions)
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except ValueError as e:
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return f"Error: {str(e)}"
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except Exception as e:
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return f"Unexpected Error: {str(e)}"
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@tool
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def diagnose_patient(self, patient_id: str) -> str:
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"""
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Doctor tool to diagnose the patient based on symptoms.
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Args:
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patient_id: Unique identifier for the patient.
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Returns:
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Diagnosis and recommendations.
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"""
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try:
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if patient_id not in self.patient_data:
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raise ValueError("No symptoms found. Nurse must collect symptoms first.")
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symptoms = self.patient_data[patient_id]["symptoms"]
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diagnosis = self.fetch_diagnosis(symptoms)
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medication = self.fetch_medication(symptoms)
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advice = self.fetch_treatment_advice(symptoms)
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return (f"Doctor: Based on the symptoms: {symptoms},\n"
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f"Diagnosis: {diagnosis}\n"
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f"Medication: {medication}\n"
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f"Advice: {advice}")
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except ValueError as e:
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return f"Error: {str(e)}"
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except Exception as e:
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return f"Unexpected Error: {str(e)}"
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@tool
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def fetch_diagnosis(self, symptoms: str) -> str:
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"""
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AI tool to retrieve a diagnosis based on symptoms.
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Args:
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symptoms: The symptoms provided by the patient.
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Returns:
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Detailed Diagnosis information.
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"""
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search_query = f" A detailed medical diagnosis for this {symptoms}"
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return search_tool(search_query)
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try:
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if not symptoms:
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raise ValueError("Symptoms must be provided.")
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return f"AI Diagnosis: Potential cause of {symptoms} found."
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except ValueError as e:
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return f"Error: {str(e)}"
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except Exception as e:
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return f"Unexpected Error: {str(e)}"
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@tool
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def fetch_medication(self, symptoms: str) -> str:
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"""
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AI tool to suggest medications based on symptoms.
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Args:
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symptoms: The symptoms provided by the patient.
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Returns:
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Suggested medication.
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"""
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search_query = f" A detailed suggested medication for this {symptoms}"
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return search_tool(search_query)
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try:
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if not symptoms:
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raise ValueError("Symptoms must be provided.")
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return f"Suggested medication for {symptoms} found."
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except ValueError as e:
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return f"Error: {str(e)}"
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except Exception as e:
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return f"Unexpected Error: {str(e)}"
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@tool
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def fetch_treatment_advice(self, symptoms: str) -> str:
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"""
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AI tool to provide treatment recommendations.
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Args:
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symptoms: The symptoms provided by the patient.
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Returns:
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Recommended treatment and advice.
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"""
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search_query = f" A detailed recommended treatment and advice for this {symptoms}"
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return search_tool(search_query)
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try:
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if not symptoms:
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raise ValueError("Symptoms must be provided.")
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return f"Treatment advice for {symptoms} retrieved."
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except ValueError as e:
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return f"Error: {str(e)}"
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except Exception as e:
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return f"Unexpected Error: {str(e)}"
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search_tool = DuckDuckGoSearchTool()
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@tool
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agent = CodeAgent(
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model=model,
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tools=[final_answer, collect_symptoms, diagnose_patient, get_current_time_in_timezone], ## add your tools here (don't remove final answer)
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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planning_interval=None,
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name="MedicalDoctor",
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description"=The role of the healthcare provider ('nurse' or 'doctor')",
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prompt_templates=prompt_templates
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)
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