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Delete app.py

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  1. app.py +0 -52
app.py DELETED
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- import streamlit as st
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- import openai
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- from langchain.docstore.document import Document
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- from langchain.text_splitter import CharacterTextSplitter
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- from langchain.chains.summarize import load_summarize_chain
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-
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- def generate_response(txt, openai_api_key):
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- try:
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- # Set up OpenAI API key
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- openai.api_key = openai_api_key
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-
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- # Split text
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- text_splitter = CharacterTextSplitter()
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- texts = text_splitter.split_text(txt)
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-
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- # Create multiple documents
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- docs = [Document(page_content=t) for t in texts]
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-
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- # Text summarization using langchain's summarization chain
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- chain = load_summarize_chain(llm="openai", chain_type='map_reduce')
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- return chain.run(docs)
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- except Exception as e:
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- st.error(f"An error occurred during summarization: {str(e)}")
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- return None
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-
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- # Page title
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- st.set_page_config(page_title='πŸ¦œπŸ”— Text Summarization App')
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- st.title('πŸ¦œπŸ”— Text Summarization App')
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-
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- # Text input
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- txt_input = st.text_area('Enter your text', '', height=200)
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-
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- # Form to accept user's text input for summarization
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- response = None
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- with st.form('summarize_form', clear_on_submit=True):
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- openai_api_key = st.text_input('OpenAI API Key', type='password', disabled=not txt_input)
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- submitted = st.form_submit_button('Submit')
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- if submitted and openai_api_key.startswith('sk-'):
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- with st.spinner('Calculating...'):
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- response = generate_response(txt_input, openai_api_key)
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-
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- if response:
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- st.info(response)
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-
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- # Instructions for getting an OpenAI API key
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- st.subheader("Get an OpenAI API key")
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- st.write("You can get your own OpenAI API key by following the instructions:")
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- st.write("""
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- 1. Go to [OpenAI API Keys](https://platform.openai.com/account/api-keys).
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- 2. Click on the `+ Create new secret key` button.
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- 3. Next, enter an identifier name (optional) and click on the `Create secret key` button.
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- """)