Geração de texto
Trabalhando com DeepSeek em Python
James Chapman
AI Curriculum Lead, DataCamp
Como a saída é gerada?
- Texto mais provável para completar a conversa
response = client.chat.completions.create( model="deepseek-ai/DeepSeek-V4-Pro",messages=[{"role": "user", "content": "Hi! I'm James and I'm a Curriculum Manager at DataCamp."}]) print(response.choices[0].message.content)
Hi James! It's great to meet you. As a **Curriculum Manager at DataCamp**, you must
play a key role in shaping the learning experience for data science and analytics
students. How can I assist you today?
- A resposta é não determinística (intrinsecamente aleatória)
Controlando a aleatoriedade da resposta
temperature: controla o grau de determinismo de0(bem determinístico) a2(bem aleatório)- Ignorado silenciosamente quando o raciocínio está ativado → desative para usá-lo
response = client.chat.completions.create( model="deepseek-ai/DeepSeek-V4-Pro", extra_body={"thinking": {"type": "disabled"}}, messages=[{"role": "user", "content": "Hi! I'm James and I'm a Curriculum Manager at DataCamp."}],temperature=2) print(response.choices[0].message.content)
Hi James! Welcome to DataCamp - it's great to connect with someone who works on
shaping learning experiences for data skills. What does your role typically involve
as a Curriculum Manager at **DataCamp?** Perhaps one-on95 kWielpulses.Z.blog.from...
Geração de texto: marketing
prompt = "Generate a powerful tagline for a new electric vehicle
that highlights innovation and sustainability."
response = client.chat.completions.create(
model="deepseek-ai/DeepSeek-V4-Pro",
messages=[{"role": "user", "content": prompt}]
)
print(response.choices[0].message.content)
**"Drive the Future - Zero Emissions, Infinite Innovation."**
This tagline captures the essence of cutting-edge technology and eco-conscious...
Limpando respostas
prompt = "Generate a powerful tagline for a new electric vehicle
that highlights innovation and sustainability. Return only the tagline
without formatting."
# Create a request to the chat model
# ...
"Drive the Future - Clean, Smart, Electric."
Geração de texto: descrição de produto
prompt = """Write a compelling e-commmerce product description for the UltraFit Smartwatch in paragraph form. Highlight its key features: 10-day battery life, 24/7 heart rate and sleep tracking, built-in GPS, water resistance up to 50 meters, and lightweight design. Use a persuasive and engaging tone to appeal to fitness enthusiasts and busy professionals. """response = client.chat.completions.create( model="deepseek-ai/DeepSeek-V4-Pro", messages=[{"role": "user", "content": prompt}])
Geração de texto: descrição de produto
print(response.choices[0].message.content)
"The UltraFit Smartwatch is your all-in-one health and fitness companion.
Stay on top of your wellness with 24/7 heart rate and sleep tracking,
while the built-in GPS keeps you on course during runs.
With a 10-day battery life, you can track your progress without constant recharging.
Designed for both workouts and daily wear, its lightweight build and 50-meter
water resistance make it the perfect smartwatch for an active lifestyle."
- Itere! Adicione mais detalhes ao prompt e execute de novo
- Próximo vídeo → fornecendo exemplos ao modelo
Vamos praticar!
Trabalhando com DeepSeek em Python
