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Update app.py
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app.py
CHANGED
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import streamlit as st
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import os
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from dotenv import load_dotenv
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from utils import *
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import uuid
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load_dotenv()
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st.title("Custom Chatbot")
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st.
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st.sidebar.title("πποΈ")
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st.session_state["OPENAI_API_KEY"]=st.sidebar.text_input("Enter your API key?", type="password")
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# st.session_state["OPENAI_API_KEY"] = "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"
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os.environ["OPENAI_API_KEY"] = st.session_state["OPENAI_API_KEY"]
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file = st.sidebar.file_uploader("Upload your file", type="pdf")
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st.session_state["
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st.session_state["unique_id"] = uuid.uuid4().hex
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st.
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query = st.text_area("Enter query here..", key='question')
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elif
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st.error("
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import streamlit as st
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import os
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from utils import *
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import uuid
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def main():
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st.title("Custom Chatbot")
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if 'OPENAI_API_KEY' not in st.session_state:
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st.session_state["OPENAI_API_KEY"]=''
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if "unique_id" not in st.session_state:
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st.session_state["unique_id"]=''
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if "bot_ready_flag" not in st.session_state:
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st.session_state["bot_ready_flag"]=''
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st.sidebar.title("πποΈ")
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st.session_state["OPENAI_API_KEY"]=st.sidebar.text_input("Enter your API key?", type="password")
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os.environ["OPENAI_API_KEY"] = st.session_state["OPENAI_API_KEY"]
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st.session_state["unique_id"] = uuid.uuid4().hex
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unique_id = st.session_state["unique_id"]
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files = st.sidebar.file_uploader("Upload your file", type="pdf",accept_multiple_files=True)
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push_doc = st.sidebar.button("Push for bot to learn")
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if push_doc:
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st.session_state["bot_ready_flag"] = False
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# create doc out of provided pdf
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docs = create_docs(files,unique_id)
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global tiny_docs
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tiny_docs = split_docs(docs, chunk_size=500, chunk_overlap=40)
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# creating embeddings
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embedding = get_embeddings()
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with st.spinner("Wait! ChatBot is Learning βπ»"):
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push_to_pinecone(tiny_docs, embedding)
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st.session_state["bot_ready_flag"] = True
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st.subheader("Search Document..π€")
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global query
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query = st.text_area("Enter query here.. ππ»", key='question')
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submit = st.button("Get Answer")
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if submit and st.session_state["bot_ready_flag"]==True:
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if query:
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# text embedding
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embedding = get_embeddings()
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# get similar docs
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with st.spinner("Generating Response"):
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response = get_answer(query, embedding, k=2)
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st.write(response)
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st.success("How was that?")
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else:
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st.error("You gotta be kidding me.. I really wish I could read your mind")
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elif submit:
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st.error("Provide the document first")
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if __name__ == "__main__":
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main()
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