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603c081
1
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283b28d
main
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app.py
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import os
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from api_key import apikey
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import streamlit as st
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from langchain.llms import OpenAI
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from langchain.prompts import PromptTemplate
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from langchain.memory import ConversationBufferMemory
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from langchain.chains import LLMChain
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os.environ['OPENAI_API_KEY'] = apikey
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#APP FRAMEWORK
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st.title('🦜️🔗 RESUME GPT CREATOR')
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prompt = st.text_input("Enter the JD on which you want to generate Resume")
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#PROMPT RESUME TEMPLATE
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resume_template = PromptTemplate(
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input_variables = ['topic'],
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template='write me a resume about the Job Discription of {topic}'
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)
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# #COVER LETTER RESUME
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# letter_template = PromptTemplate(
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# input_variables = ['title'],
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# template='write me a cover letter based on the following resume: {title}'
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# )
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# MEMORY
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resume_memory = ConversationBufferMemory(input_key='topic', memory_key='chat_history')
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# letter_memory = ConversationBufferMemory(input_key='title', memory_key='chat_history')
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# LLMS
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llm = OpenAI(temperature=0.9)
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resume_chain = LLMChain(llm=llm, prompt=resume_template, verbose=False, output_key='title', memory=resume_memory)
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# letter_chain = LLMChain(llm=llm, prompt=letter_template, verbose=True, output_key='script', memory=letter_memory)
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# Sequential_Chain = SequentialChain(chains=[resume_chain, letter_chain],
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# input_variables=['topic'],
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# output_variable=['title','script'])
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#SHOW STUFF ON THE SCREEN
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if prompt:
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response = resume_chain.run(prompt,)
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st.write(response)
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# st.write(response['title'])
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# st.write(response['script'])
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