Eli Wilner commited on
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  1. app.py +40 -0
  2. requirements.txt +5 -0
app.py ADDED
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+ # Q&A Chatbot
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+
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+ import warnings
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+ warnings.filterwarnings("ignore")
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+
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+ from langchain.llms import OpenAI
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+ from dotenv import load_dotenv
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+
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+ load_dotenv()
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+ import streamlit as st
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+ import os
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+ from typing import Any
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+
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+
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+ ## Function to load OpenAI model and get respones
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+
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+ def get_openai_response(question: Any):
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+ llm = OpenAI(openai_api_key=os.getenv("OPEN_API_KEY"),
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+ model_name="gpt-3.5-turbo-instruct",
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+ temperature=.6)
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+ response = llm(question)
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+
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+ return response
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+
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+
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+ ## Intialize streamlit app
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+
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+ st.set_page_config(page_title="Q&A Demo")
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+ st.header("Langchain Application")
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+
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+
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+ input = st.text_input("Input: ", key="input")
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+ response = get_openai_response(input)
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+
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+ submit = st.button("Ask the question")
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+
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+ ## If asked button is clicked
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+ if submit:
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+ st.subheader("The response is:")
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+ st.write(response)
requirements.txt ADDED
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+ langchain
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+ openai
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+ huggingface_hub
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+ python-dotenv
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+ streamlit