Delete app backup 2.py
Browse files- app backup 2.py +0 -103
app backup 2.py
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import streamlit as st
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from streamlit_chat import message
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from langchain_openai import ChatOpenAI
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from langchain.chains import ConversationChain
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from langchain.chains.conversation.memory import (ConversationBufferMemory,
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ConversationSummaryMemory,
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ConversationBufferWindowMemory
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)
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if 'conversation' not in st.session_state:
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st.session_state['conversation'] =None
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if 'messages' not in st.session_state:
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st.session_state['messages'] =[]
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if 'API_Key' not in st.session_state:
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st.session_state['API_Key'] =''
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# Setting page title and header
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st.set_page_config(page_title="ChatMate: Your Professional AI Conversation Partner Solution", page_icon=":robot_face:")
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st.markdown("<h1 style='text-align: center; color: navy;'>ChatMate</h1>", unsafe_allow_html=True)
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st.markdown("<h4 style='text-align: center;'>A cutting-edge language model</h4>", unsafe_allow_html=True)
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st.markdown("<p style='text-align: right'>By <a href='https://entzyeung.github.io/portfolio/index.html'>Lorentz Yeung</a></p>", unsafe_allow_html=True)
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st.markdown("<p style='text-align: left;'>I am capable of recalling previous parts of our conversation, such as remembering your name if you share it with me.</p>", unsafe_allow_html=True)
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st.session_state['API_Key']= st.text_input("First, to get it work, put your OpenAI API Key here please, the system will enter for you automatically.",type="password")
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st.markdown("<p style='text-align: left;'>Then Tell me how I can help:</p>", unsafe_allow_html=True)
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# API Keys
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# st.sidebar.text_input() will automatically update st.session_state['API_Key'] with the input value whenever the user types into the field.
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st.sidebar.title("Introduction")
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st.sidebar.markdown("""
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ChatMate is an advanced conversational AI interface, expertly crafted to demonstrate the fusion of Streamlit's user-friendly design and OpenAI's powerful GPT-3.5 model. Here are its highlights:
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<ul style='text-align: left;'>
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<li><strong>Intuitive Interface</strong>: Built with Streamlit, ChatMate offers a clean, responsive user experience, allowing for natural dialogue with the AI.</li>
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<li><strong>Advanced NLP</strong>: Incorporating OpenAI's most advanced GPT model, the app provides nuanced understanding and generation of human-like text, showcasing the model's impressive capabilities.</li>
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<li><strong>State Management</strong>: Utilizes <code>ConversationChain</code> and <code>ConversationMemory</code> from <code>langchain</code> to preserve the context and flow, ensuring coherent and engaging interactions.</li>
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<li><strong>Python Proficiency</strong>: The app's robust backend, written in Python, reflects the data scientist’s adeptness in programming and system design.</li>
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<li><strong>Secure Interaction</strong>: Streamlit's session state management is used for secure API key handling and user input retention across sessions.</li>
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</ul>
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ChatMate is developed by Lorentz Yeung
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""", unsafe_allow_html=True)
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#st.session_state['API_Key']= st.sidebar.text_input("Put your OpenAI API Key here please, the system will enter for you automatically.",type="password")
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# summarise_button = st.sidebar.button("Summarise the conversation", key="summarise")
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#if summarise_button:
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# summarise_placeholder = st.sidebar.write("Nice chatting with you my friend ❤️")
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# Function to get response from the model
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def getresponse(userInput, api_key):
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if st.session_state['conversation'] is None:
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llm = ChatOpenAI(
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temperature=0,
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openai_api_key=api_key,
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model_name='gpt-3.5-turbo'
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)
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st.session_state['conversation'] = ConversationChain(
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llm=llm,
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verbose=True,
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memory=ConversationSummaryMemory(llm=llm)
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)
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response=st.session_state['conversation'].predict(input=userInput)
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print(st.session_state['conversation'].memory.buffer)
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return response
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response_container = st.container()
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# Here we will have a container for user input text box
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container = st.container()
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# User input and response display
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with container:
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with st.form(key='my_form', clear_on_submit=True):
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user_input = st.text_area("Ask me questions please", key='input', height=100)
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submit_button = st.form_submit_button(label='Send')
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if submit_button:
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st.session_state['messages'].append(user_input)
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model_response=getresponse(user_input,st.session_state['API_Key'])
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st.session_state['messages'].append(model_response)
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with response_container:
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for i in range(len(st.session_state['messages'])):
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if (i % 2) == 0:
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message(st.session_state['messages'][i], is_user=True, key=str(i) + '_user')
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else:
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message(st.session_state['messages'][i], key=str(i) + '_AI')
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