system_prompt = "Act as a financial expert that knows about the latest trends."
user_prompt = "What are the top financial trends in 2023?"
print(get_response(system_prompt, user_prompt))
I apologize for any inconvenience, but as of my last knowledge update in
September 2021, I don't have information about financial trends in 2023.
LLMの情報不足
非公開情報の要求
system_prompt = "Act as a study buddy that helps me with my studies to succeed
in exams."
user_prompt = "What is the name of my favorite instructor?"
print(get_response(system_prompt, user_prompt))
I don't have personal information about you, including the name of your
favorite instructor.
追加情報の提供方法
会話サンプルの活用
システムプロンプトの活用
会話サンプル
特定の質問に答えるようモデルを誘導する
response = client.chat.completions.create(
model="gpt-4o-mini",
messages=[{"role": "system",
"content": "You are a customer service chatbot that responds to user queries in a gentle way"},
{"role": "user",
"content": "What services do you offer?"},
{"role": "assistant",
"content": "We provide services for web application development, mobile app development, and
custom software solutions."},
{"role": "user",
"content": "How many services do you have?"}])
print(response.choices[0].message.content)
We have 3 services including web application development, mobile app development, and custom software solutions.
デメリット：多数のサンプルが必要になる場合がある
システムプロンプト
チャットボットの回答に必要なコンテキストを含める
services = "ABC Tech Solutions, a leading IT company, offers a range of services:
application development, mobile app development, and custom software solutions."
system_prompt = f"""You are a customer service chatbot that responds to user
queries in a gentle way. Some information about our services are delimited by
triple backticks.
```{services}```"""
user_prompt = "How many services do you offer?"
print(get_response(system_prompt, user_prompt))
We have 3 services including web application development, mobile app development,
and custom software solutions.
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