python - Gpt 3 关键字提取器

Question

我已经习惯了 gpt，并想为书籍摘要构建一个关键字提取器。有人可以指出对我的用例有帮助的引用资料吗？

Answer 1

要从文本中提取关键字，您可以使用 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
)

一些引用资料:

• Extract Keywords
• Keyword Extraction with BERT
• Minimal keyword extraction with BERT
• Keyword Extraction: from TF-IDF to BERT