Add medication data example to the repository

This commit is contained in:
2024-11-02 12:24:41 -04:00
parent 74db69c6e9
commit 275ab39d67
+62
View File
@@ -0,0 +1,62 @@
from pydantic import BaseModel
from _context import simplemind as sm
class SideEffect(BaseModel):
effect: str
severity: str # mild, moderate, severe
frequency: str # common, uncommon, rare
class Medication(BaseModel):
brand_name: str
generic_name: str
drug_class: str
half_life: str
common_uses: list[str]
side_effects: list[SideEffect]
typical_dosage: str
warnings: list[str]
class MedicationList(BaseModel):
root: list[Medication]
# Create a session with your preferred model
session = sm.Session(llm_provider="openai", llm_model="gpt-4o-mini")
# Update the prompt to use an f-string with a parameter
def get_medication_prompt(medications: list[str]) -> str:
return f"""
Provide detailed medical information about {', '.join(medications)}.
Include their generic names, drug classes, half-lives, common uses, side effects (with severity and frequency),
typical dosages, and important warnings.
Return the information as separate medication entries.
"""
# Example usage
medications_to_lookup = ["Abilify (aripiprazole)", "Trileptal (oxcarbazepine)"]
prompt = get_medication_prompt(medications_to_lookup)
# Generate structured data for medications
medications = session.generate_data(prompt=prompt, response_model=MedicationList)
# Print the structured information
for med in medications.root:
print(f"\n=== {med.brand_name} ===")
print(f"Generic Name: {med.generic_name}")
print(f"Drug Class: {med.drug_class}")
print(f"Half Life: {med.half_life}")
print("\nCommon Uses:")
for use in med.common_uses:
print(f"- {use}")
print("\nSide Effects:")
for effect in med.side_effects:
print(f"- {effect.effect} ({effect.severity}, {effect.frequency})")
print(f"\nTypical Dosage: {med.typical_dosage}")
print("\nWarnings:")
for warning in med.warnings:
print(f"- {warning}")