Update app.py
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app.py
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# Generics
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import os
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import keyfile
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import warnings
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import streamlit as st
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warnings.filterwarnings("ignore")
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# Langchain packages
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from langchain_google_genai import ChatGoogleGenerativeAI
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from langchain.schema import HumanMessage, SystemMessage, AIMessage
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#
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st.header("Welcome, What help do you need?")
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#
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if "sessionMessages" not in st.session_state:
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st.session_state["sessionMessages"] = []
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# General Instruction
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if "sessionMessages" not in st.session_state:
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st.session_state
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]
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#
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os.environ["GOOGLE_API_KEY"] = keyfile.GOOGLEKEY
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#
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llm = ChatGoogleGenerativeAI(
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model="gemini-1.5-pro",
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temperature=0.7,
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convert_system_message_to_human=
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)
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# Response function
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def load_answer(question):
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#
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st.session_state.sessionMessages.append(HumanMessage(content
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assistant_answer = llm.invoke(st.session_state.sessionMessages)
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def get_text():
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input_text = st.text_input("You: ", key
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return str(input_text)
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# Implementation
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user_input = get_text()
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submit = st.button("Generate")
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if submit:
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st.subheader("Answer:
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st.write(
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import os
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import keyfile
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import warnings
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import streamlit as st
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from langchain_google_genai import ChatGoogleGenerativeAI
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from langchain.schema import HumanMessage, SystemMessage, AIMessage
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# Ignore warnings
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warnings.filterwarnings("ignore")
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# Streamlit settings
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st.set_page_config(page_title="Magical Healer")
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st.header("Welcome, What help do you need?")
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# Initialize session state for messages
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if "sessionMessages" not in st.session_state:
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st.session_state["sessionMessages"] = [
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SystemMessage(content="You are a medieval magical healer known for your peculiar sarcasm")
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]
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# Set Google API key
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os.environ["GOOGLE_API_KEY"] = keyfile.GOOGLEKEY
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# Initialize the model
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llm = ChatGoogleGenerativeAI(
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model="gemini-1.5-pro",
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temperature=0.7,
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convert_system_message_to_human=True
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)
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# Response function
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def load_answer(question):
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# Add user question to the message history
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st.session_state.sessionMessages.append(HumanMessage(content=question))
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# Get AI's response
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assistant_answer = llm.invoke(st.session_state.sessionMessages)
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# Append AI's answer to the session messages
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if isinstance(assistant_answer, AIMessage):
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st.session_state.sessionMessages.append(assistant_answer)
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return assistant_answer.content
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else:
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st.session_state.sessionMessages.append(AIMessage(content=assistant_answer))
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return assistant_answer
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# Capture user input
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def get_text():
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input_text = st.text_input("You: ", key="input")
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return str(input_text)
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# Main implementation
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user_input = get_text()
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submit = st.button("Generate")
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if submit and user_input:
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response = load_answer(user_input)
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st.subheader("Answer:")
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st.write(response)
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