Is it possible to generate a pandas dataframe with open ai's prompt using python through the OpenAI API?
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Yes, it is possible to generate a pandas dataframe with OpenAI's prompt using Python through the OpenAI API. Here is an example code snippet:
import openai import pandas as pd openai.api_key = "INSERT_YOUR_API_KEY_HERE" # Define your prompt prompt = "Generate a pandas dataframe with the following columns: Name, Age, Gender" # Use the OpenAI API to generate the dataframe response = openai.Completion.create( engine="davinci", prompt=prompt, max_tokens=1024, n=1, stop=None, temperature=0.5, ) # Extract the generated dataframe generated_dataframe = response.choices[0].text # Convert the string into a pandas dataframe df = pd.read_csv(pd.compat.StringIO(generated_dataframe), delimiter="\t") In this example, we are first setting up the OpenAI API key using openai.api_key. We define our prompt and use the openai.Completion.create() function to generate a response based on our prompt. We then extract the generated dataframe as a string and use pd.read_csv() to convert it into a pandas dataframe.
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Asked: 2022-04-01 11:00:00 +0000
Seen: 8 times
Last updated: Jun 05 '21