Spaces:
Sleeping
Sleeping
File size: 2,884 Bytes
5b6f0e8 4f43049 75c7045 4f43049 |
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 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 |
import os
os.system("pip install --upgrade pip")
import streamlit as st
import openai
import json
from io import StringIO
with st.sidebar:
openai_api_key = st.text_input("OpenAI API Key", key="chatbot_api_key", type="password")
st.markdown("[OpenAI API_key](https://platform.openai.com/account/api-keys)")
st.title("🤖 AI ChatBot")
def load_chat_history():
try:
with open("chat_history.json", "r") as file:
chat_history = json.load(file)
except FileNotFoundError:
chat_history = []
return chat_history
def save_chat_history(chat_history):
with open("chat_history.json", "w") as file:
json.dump(chat_history, file)
def get_response(prompt, chat_history):
chat_history.append({"user": prompt})
response = openai.Completion.create(
engine="text-davinci-003",
prompt=generate_prompt(chat_history),
max_tokens=50,
temperature=0.7,
top_p=1.0,
frequency_penalty=0.0,
presence_penalty=0.0,
)
chat_history.append({"bot": response.choices[0].text.strip()})
return chat_history
###############################################
#######<<< generate_prompt >>>#################
###############################################
def generate_prompt(chat_history):
prompt = ""
user_count = 1
bot_count = 1
for message in chat_history:
if "user" in message:
prompt += f"User {user_count}: " + message["user"] + "\n"
user_count += 1
elif "bot" in message:
prompt += f"Bot {bot_count}: " + message["bot"] + "\n"
bot_count += 1
return prompt
###############################################
##########<<< chatbot >>>##############
###############################################\
def chatbot():
chat_history = load_chat_history()
user_input = st.text_input("User Input:", max_chars=100)
col1, col2, col3 = st.columns([1, 1, 7])
if col1.button("Send"):
chat_history = get_response(user_input, chat_history)
save_chat_history(chat_history)
if col2.button("Clear"):
chat_history = []
save_chat_history(chat_history)
if col3.button("Download"):
chat_history_json = json.dumps(chat_history)
st.download_button(
"Download Chat History",
data=StringIO(chat_history_json).read(),
file_name="chat_history.json",
mime="application/json"
)
st.subheader("Chat History")
user_count = 1
bot_count = 1
for message in chat_history:
if "user" in message:
st.text_area(f"User {user_count}:", message["user"], height=100)
user_count += 1
elif "bot" in message:
st.markdown(f"**Bot {bot_count}:** {message['bot']}", unsafe_allow_html=True)
bot_count += 1
chatbot()
|