Flerstegskonversationer med GPT

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James Chapman

Curriculum Manager, DataCamp

Assistentmeddelanden

response = client.chat.completions.create(
  model="gpt-4o-mini",
  messages=[{"role": "system",
             "content": "You are a Python programming tutor who speaks concisely."},

            {"role": "user",
             "content": "How do you define a Python list?"},

            {"role": "assistant",
             "content": "Lists are defined by enclosing a comma-separated sequence of
                         objects inside square brackets [ ]."},

            {"role": "user",
             "content": "What is the difference between mutable and immutable objects?"}]
)

Bygga en konversation

En användare skickar en förfrågan och berättar att hen heter James. Assistenten svarar med "Hi James!"

Bygga en konversation

Svaret "Hi James!" från assistenten läggs in i meddelandelistan med dictionaries.

Bygga en konversation

Svaret "Hi James!" från assistenten läggs in i meddelandelistan med dictionaries.

Bygga en konversation

Ett användarsvar läggs till i slutet av meddelandelistan med frågan "What is my name?"

Bygga en konversation

Assistenten svarar med "Your name is James."

Koda en konversation

messages = [{"role": "system",
             "content": "You are a data science tutor who provides short, simple explanations."}]


user_qs = ["Why is Python so popular?", "Summarize this in one sentence."]


for q in user_qs:

    print("User: ", q)

    user_dict = {"role": "user", "content": q}

    messages.append(user_dict)


    response = client.chat.completions.create(
        model="gpt-4o-mini",
        messages=messages
    )


    assistant_dict = {"role": "assistant", "content": response.choices[0].message.content}
    messages.append(assistant_dict)

    print("Assistant: ", response.choices[0].message.content, "\n")

Konversation med en AI

User:  Why is Python so popular?
Assistant:  Python is popular for many reasons, including its simplicity,
versatility, and wide range of available libraries. It has a relatively
easy-to-learn syntax that makes it accessible to beginners and experts alike. It
can be used for a variety of tasks, such as data analysis, web development,
scientific computing, and machine learning. Additionally, Python has an active
community of developers who contribute to its development and share their
knowledge through online resources and forums.

User:  Summarize this in one sentence.
Assistant:  Python is popular due to its simplicity, versatility, wide range of
libraries, and active community of developers.

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