Where to inject the few shot examples?

[failable]

Where should I put the few shot examples into the prompt to improve accuracy? Should I put it in the model docstring or somewhere else? Can you provide an example?

Thanks.

[jxnl]

yeah The best place would be in the doc string via some examples like comments:

class Extract(BaseModle)
   """
   this represents correctly, extracted items out of XYZ 
   
   Examples:
   >>> " blah blah" -> Extract(...)
   >>> Extract(...)
    """

[johngonzalez]

Hi friends. A elegant solution works for me using role function:
here discussion

from pydantic import BaseModel, Field

class User(BaseModel):
    name: str = Field(..., description="Nombre de la persona")
    age: int

example1 = User(name="Marcela", age=37).model_dump_json()
example2 = User(name="Kevin", age=17).model_dump_json()

few_shot_function_calling_example = client.chat.completions.create(
    model="prueba",
    messages=[
        {"role": "user", "content": "Mi nombre es Marcela, tengo 37 años"},
        {"role": "function", "name": "User", "content": example1},
        {"role": "user", "content": "Soy Kevin, mi edad es 17"},
        {"role": "function", "name": "User", "content": example2},
        {"role": "user", "content": "Mi nombre es John González, tengo 38 años"},
    ],
    response_model=User,
    temperature=0
)

print(few_shot_function_calling_example)