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import openai
import gradio as gr
#OpenAi call
def gpt3(texts):
openai.api_key = "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"
response = openai.Completion.create(
engine="code-davinci-002",
prompt= texts,
temperature=0,
max_tokens=750,
top_p=1,
frequency_penalty=0.0,
presence_penalty=0.0,
stop = (";", "/*", "</code>")
)
x = response.choices[0].text
return x
# Function to elicit sql response from model
def greet( prompt):
txt= (f'''/*Prompt: {prompt}*/ \n --SQL Code:''')
sql = gpt3(txt)
return sql
#Code to set up Gradio UI
iface = gr.Interface(greet, inputs = ["text"], outputs = "text",title="Natural Language to SQL", description="Enter any natural language prompt and get a SQL statement back")
iface.launch()
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