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Create utils.py

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  1. utils.py +77 -0
utils.py ADDED
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+ import os
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+ import openai
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+ import random
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+ import streamlit as st
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+ from datetime import datetime
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+
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+ #decorator
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+ def enable_chat_history(func):
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+ if os.environ.get("OPENAI_API_KEY"):
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+
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+ # to clear chat history after swtching chatbot
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+ current_page = func.__qualname__
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+ if "current_page" not in st.session_state:
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+ st.session_state["current_page"] = current_page
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+ if st.session_state["current_page"] != current_page:
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+ try:
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+ st.cache_resource.clear()
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+ del st.session_state["current_page"]
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+ del st.session_state["messages"]
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+ except:
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+ pass
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+
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+ # to show chat history on ui
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+ if "messages" not in st.session_state:
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+ st.session_state["messages"] = [{"role": "assistant", "content": "How can I help you?"}]
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+ for msg in st.session_state["messages"]:
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+ st.chat_message(msg["role"]).write(msg["content"])
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+
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+ def execute(*args, **kwargs):
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+ func(*args, **kwargs)
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+ return execute
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+
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+ def display_msg(msg, author):
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+ """Method to display message on the UI
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+ Args:
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+ msg (str): message to display
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+ author (str): author of the message -user/assistant
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+ """
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+ st.session_state.messages.append({"role": author, "content": msg})
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+ st.chat_message(author).write(msg)
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+
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+ def configure_openai():
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+ openai_api_key = st.sidebar.text_input(
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+ label="OpenAI API Key",
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+ type="password",
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+ value=st.session_state['OPENAI_API_KEY'] if 'OPENAI_API_KEY' in st.session_state else '',
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+ placeholder="sk-..."
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+ )
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+ if openai_api_key:
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+ st.session_state['OPENAI_API_KEY'] = openai_api_key
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+ os.environ['OPENAI_API_KEY'] = openai_api_key
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+ else:
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+ st.error("Please add your OpenAI API key to continue.")
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+ st.info("Obtain your key from this link: https://platform.openai.com/account/api-keys")
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+ st.stop()
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+
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+ model = "gpt-3.5-turbo"
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+ try:
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+ client = openai.OpenAI()
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+ available_models = [{"id": i.id, "created":datetime.fromtimestamp(i.created)} for i in client.models.list() if str(i.id).startswith("gpt")]
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+ available_models = sorted(available_models, key=lambda x: x["created"])
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+ available_models = [i["id"] for i in available_models]
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+
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+ model = st.sidebar.selectbox(
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+ label="Model",
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+ options=available_models,
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+ index=available_models.index(st.session_state['OPENAI_MODEL']) if 'OPENAI_MODEL' in st.session_state else 0
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+ )
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+ st.session_state['OPENAI_MODEL'] = model
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+ except openai.AuthenticationError as e:
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+ st.error(e.body["message"])
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+ st.stop()
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+ except Exception as e:
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+ print(e)
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+ st.error("Something went wrong. Please try again later.")
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+ st.stop()
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+ return model