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Added examples
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src/main.py

Lines changed: 15 additions & 8 deletions
Original file line numberDiff line numberDiff line change
@@ -6,14 +6,21 @@
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from pydantic import BaseModel, Field
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class Furniture(BaseModel):
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type: str = Field(description="the type of furniture")
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style: str = Field(description="style of the furniture")
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colour: str = Field(description="colour")
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class Person(BaseModel):
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first_name: str = Field(description="first name")
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last_name: str = Field(description="last name")
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dob: str = Field(description="date of birth")
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furniture_request = "I'd like a blue mid century chair"
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parser = PydanticOutputParser(pydantic_object=Furniture)
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class PeopleList(BaseModel):
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people: list[Person] = Field(description="A list of people")
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model = ChatOpenAI(model="gpt-4")
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people_data = model.predict(
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"Generate a list of 10 fake peoples information. Only return the list. Each person should have a first name, last name and date of birth.")
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parser = PydanticOutputParser(pydantic_object=PeopleList)
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prompt = PromptTemplate(
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template="Answer the user query.\n{format_instructions}\n{query}\n",
@@ -22,10 +29,10 @@ class Furniture(BaseModel):
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"format_instructions": parser.get_format_instructions()},
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)
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_input = prompt.format_prompt(query=furniture_request)
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_input = prompt.format_prompt(query=people_data)
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model = ChatOpenAI()
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output = model.predict(_input.to_string())
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parsed = parser.parse(output)
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print(parsed.colour)
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print(parsed)

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