샷 프롬프트

Python으로 DeepSeek 활용하기

James Chapman

AI Curriculum Lead, DataCamp

예시 제공하기

예시를 보는 로봇

  • 샷 프롬프트
Python으로 DeepSeek 활용하기

샷 프롬프트란?

샷 프롬프트: 예시로 AI의 응답을 유도합니다

$$

  • 제로샷: 예시 없이 지시만 제공
  • 원샷: 예시 1개로 응답 유도
  • 퓨샷: 예시 여러 개로 더 많은 맥락 제공

제로~퓨샷 표현

Python으로 DeepSeek 활용하기

샷 프롬프트가 중요한 이유

$$

✅ 샷 프롬프트 활용 예:

  • 📑 텍스트 분류
  • 💬 감성 분석
  • 🔍 데이터 추출
  • ✨ 등 다양하게!

샷 프롬프트 활용 예

Python으로 DeepSeek 활용하기

제로샷 프롬프트

prompt = """Classify sentiment as 1-5 (bad-good) in the following statements:
1. Meal was decent, but I've had better.
2. My food was delayed, but drinks were good.
"""
...
1. 3  
2. 2
Python으로 DeepSeek 활용하기

원샷 프롬프트

prompt = """Classify sentiment as 1-5 (bad-good) in the following statements. Return no
explanations:
1. The service was very slow -> 1
2. Meal was decent, but I've had better. ->
3. My food was delayed, but drinks were good. ->
"""
2. Meal was decent, but I've had better. -> 3  
3. My food was delayed, but drinks were good. -> 2
Python으로 DeepSeek 활용하기

퓨샷 프롬프트

prompt = """Classify sentiment as 1-5 (bad-good) in the following statements. Return no
explanations:
1. The service was very slow -> 1
2. The steak was awfully good! -> 5
3. It was ok, no massive complaints. -> 3
4. Meal was decent, but I've had better. ->
5. My food was delayed, but drinks were good. ->
"""
4. Meal was decent, but I've had better. -> 3  
5. My food was delayed, but drinks were good. -> 2
Python으로 DeepSeek 활용하기

Ayo berlatih!

Python으로 DeepSeek 활용하기

Preparing Video For Download...