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.
Deze oefening maakt deel uit van de cursus
Databricks with the Python SDK
Oefeninstructies
- 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.
Praktische interactieve oefening
Probeer deze oefening eens door deze voorbeeldcode in te vullen.
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}")