response = client.chat.completions.create(
model="deepseek-ai/DeepSeek-V4.1-Flash",
messages=[{"role": "system",
"content": "You are a Python programming tutor who responds using concise,
one-sentence explanations."},
{"role": "user",
"content": "What is the difference between mutable and immutable objects?"}]
)
System: steuert das Verhalten des Assistants
User: instruiert den Assistant
Assistant: Antwort auf die User-Anweisung
Beispiele geben
Modell in die richtige Richtung lenken
Assistant-Nachrichten sind eine strukturiertere Form von Shot-Prompting
Beispiel: Python-Programmierungs-Tutor
Beispiel-Fragen und -Antworten von Usern
Beispiele geben
response = client.chat.completions.create(
model="deepseek-ai/DeepSeek-V4.1-Flash",
messages=[{"role": "system",
"content": "You are a Python programming tutor who responds using concise,
one-sentence explanations."},
{"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?"}]
)
Die Antwort
print(response.choices[0].message.content)
Mutable objects can be changed after creation (like lists), while immutable objects cannot
(like tuples or strings).
Experimentiere mit der Anzahl der Beispiele
System vs. Assistant vs. User
System → wichtig für Vorlagen-Formatierung
Output the information in this format:
name | age | occupation
Assistant → Beispielunterhaltungen
User → Kontext für die neue Eingabe (oft Single-Turn)
Create a job advert for an AI Engineer. Use this job advert as a template:
Job Title: Data Engineer
...
Preparing Video For Download...
