참고소스 수정본

참고/instructor-main/examples/synethic-data/run.py

@@ -0,0 +1,56 @@
+import openai
+import instructor
+from collections.abc import Iterable
+from pydantic import BaseModel, ConfigDict
+
+client = instructor.from_openai(openai.OpenAI())
+
+
+class SyntheticQA(BaseModel):
+    question: str
+    answer: str
+
+    model_config = ConfigDict(
+        json_schema_extra={
+            "examples": [
+                {"question": "What is the capital of France?", "answer": "Paris"},
+                {
+                    "question": "What is the largest planet in our solar system?",
+                    "answer": "Jupiter",
+                },
+                {
+                    "question": "Who wrote 'To Kill a Mockingbird'?",
+                    "answer": "Harper Lee",
+                },
+                {
+                    "question": "What element does 'O' represent on the periodic table?",
+                    "answer": "Oxygen",
+                },
+            ]
+        }
+    )
+
+
+def get_synthetic_data() -> Iterable[SyntheticQA]:
+    return client.chat.completions.create(
+        model="gpt-3.5-turbo",
+        messages=[
+            {"role": "system", "content": "Generate synthetic examples"},
+            {
+                "role": "user",
+                "content": "Generate the exact examples you see in the examples of this prompt. ",
+            },
+        ],
+        response_model=Iterable[SyntheticQA],
+    )  # type: ignore
+
+
+if __name__ == "__main__":
+    for example in get_synthetic_data():
+        print(example)
+        """
+        question='What is the capital of France?' answer='Paris'
+        question='What is the largest planet in our solar system?' answer='Jupiter'
+        question="Who wrote 'To Kill a Mockingbird'?" answer='Harper Lee'
+        question="What element does 'O' represent on the periodic table?" answer='Oxygen'
+        """