Gpt 3关键词萃取器

Question

我已经习惯了gpt，我想为书摘要构建一个关键词提取器。有人能给我指点那些对我用例有帮助的参考资料吗？

Answer 1

要从文本中提取关键字，可以使用OpenAI GPT-3模型的关键字提取示例。

import os
import openai

openai.api_key = os.getenv("OPENAI_API_KEY")

response = openai.Completion.create(
  model="text-davinci-002",
  prompt="Extract keywords from this text:\n\nBlack-on-black ware is a 20th- and 21st-century pottery tradition developed by the Puebloan Native American ceramic artists in Northern New Mexico. Traditional reduction-fired blackware has been made for centuries by pueblo artists. Black-on-black ware of the past century is produced with a smooth surface, with the designs applied through selective burnishing or the application of refractory slip. Another style involves carving or incising designs and selectively polishing the raised areas. For generations several families from Kha'po Owingeh and P'ohwhóge Owingeh pueblos have been making black-on-black ware with the techniques passed down from matriarch potters. Artists from other pueblos have also produced black-on-black ware. Several contemporary artists have created works honoring the pottery of their ancestors.",
  temperature=0.3,
  max_tokens=60,
  top_p=1.0,
  frequency_penalty=0.8,
  presence_penalty=0.0
)

一些参考资料：

• 提取关键词
• 基于BERT的关键词提取
• 基于BERT的最小关键词提取
• 关键词提取:从TF-国防军到BERT