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Query a Foundation Model

Let's use what we learned about the difference between "SYSTEM" and "USER" Chat Message Roles to send different prompts to the AI agent based on the Chat Message role.

Cet exercice fait partie du cours

Databricks with the Python SDK

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Instructions

  • Tell the AI Agent to act like a high school computer science teacher when answering queries using the prompt ai_agent_context.
  • Ask the AI agent when to use For loops using the user_prompt.

Exercice interactif pratique

Essayez cet exercice en complétant cet exemple de code.

from databricks.sdk import WorkspaceClient
from databricks.sdk.service.serving import ChatMessage, ChatMessageRole
w = WorkspaceClient()
user_prompt = "What is a For loop and When should I use it?"
ai_agent_context = "You are a high school computer science teacher"
response = w.serving_endpoints.query(
    name="databricks-meta-llama-3-3-70b-instruct",
    messages=[
        ChatMessage( # Tell the AI Agent to act like a high school computer science teacher when answering queries
            role=ChatMessageRole.SYSTEM, content=____
        ),
        ChatMessage( # Ask the AI agent when to use For loops
            role=ChatMessageRole.USER, content=____
        ),
    ],
    max_tokens=250)
print(f"RESPONSE:\n{response.choices[0].message.content}")
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