-
Notifications
You must be signed in to change notification settings - Fork 169
/
email_app.py
56 lines (46 loc) · 1.35 KB
/
email_app.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
import streamlit as st
import tiktoken
import openai
from dotenv import load_dotenv
import os
from tenacity import retry, wait_random_exponential, stop_after_attempt
# Load environment variables
load_dotenv()
# Configure Azure OpenAI Service API
openai.api_type = "azure"
openai.api_version = "2022-12-01"
openai.api_base = os.getenv('OPENAI_API_BASE')
openai.api_key = os.getenv("OPENAI_API_KEY")
COMPLETION_MODEL = 'text-davinci-003'
@retry(wait=wait_random_exponential(min=1, max=20), stop=stop_after_attempt(10))
def run_prompt(prompt, max_tokens=1000):
response = openai.Completion.create(
engine=COMPLETION_MODEL,
prompt=prompt,
temperature=0.7,
max_tokens=max_tokens
)
return response['choices'][0]['text']
# configure UI elements with Streamlit
st.title('Email summarization demo app')
email = st.text_area('Email', height=400)
summarize_button = st.button('Summarize email')
answer_button = st.button('Generate answer')
if summarize_button:
prompt = f"""
Email:
{email}
Please summarize the email.
Summary:"""
summary = run_prompt(prompt)
st.write('Summary:')
st.write(summary)
if answer_button:
prompt = f"""
Email:
{email}
Please generate an answer to the email above.
Answer:"""
answer = run_prompt(prompt)
st.write('Answer:')
st.write(answer)