|
| 1 | +import openai |
| 2 | +import streamlit as st |
| 3 | + |
| 4 | +from decouple import config |
| 5 | +from streamlit_chat import message |
| 6 | + |
| 7 | +OPENAI_API_KEY = config('OPENAI_API_KEY') |
| 8 | + |
| 9 | + |
| 10 | +openai.api_key = st.secrets[OPENAI_API_KEY] |
| 11 | + |
| 12 | + |
| 13 | +def generate_response(prompt): |
| 14 | + completions = openai.Completion.create( |
| 15 | + engine="text-davinci-003", |
| 16 | + prompt=prompt, |
| 17 | + max_tokens=1024, |
| 18 | + n=1, |
| 19 | + stop=None, |
| 20 | + temperature=0.5 |
| 21 | + ) |
| 22 | + message = completions.choice[0].text |
| 23 | + return message |
| 24 | + |
| 25 | + |
| 26 | +st.title("chatBot : Streamlit + openAI") |
| 27 | + |
| 28 | +if 'generated' not in st.session_state: |
| 29 | + st.session_state['generated'] = [] |
| 30 | + |
| 31 | +if 'past' not in st.session_state: |
| 32 | + st.session_state['past'] = [] |
| 33 | + |
| 34 | + |
| 35 | +def get_text(): |
| 36 | + input_text = st.text_input("You: ", "Hello, how are you?", key="input") |
| 37 | + return input_text |
| 38 | + |
| 39 | + |
| 40 | +user_input = get_text() |
| 41 | + |
| 42 | + |
| 43 | +if user_input: |
| 44 | + output = generate_response(user_input) |
| 45 | + |
| 46 | + st.session_state.past.append(user_input) |
| 47 | + st.session_state.generated.append(output) |
| 48 | + |
| 49 | +if st.session_state['generated']: |
| 50 | + |
| 51 | + for i in range(len(st.session_state['generated'])-1, -1, -1): |
| 52 | + message(st.session_state["generated"][i], key=str(i)) |
| 53 | + message(st.session_state['past'][i], |
| 54 | + is_user=True, key=str(i) + '_user') |
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