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Upload 5 files
Browse files- app.py +47 -0
- openaiapikey.py +1 -0
- part1.py +17 -0
- pyvenv.cfg +8 -0
- requirements.txt +3 -0
app.py
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from langchain.llms import OpenAI
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import streamlit as st
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import os
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from openaiapikey import openai_key
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from langchain import PromptTemplate
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from langchain.chains import LLMChain
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from langchain.chains import SequentialChain
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os.environ['OPENAI_API_KEY'] = openai_key
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st.title('Book Summary')
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input_text = st.text_input("Search the book you want")
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#Prompt Template
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first_input_prompt = PromptTemplate(input_variables = ['name'],
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template="Provide me a summary of the book {name}"
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)
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#Open AI LLMS
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llm = OpenAI(temperature=0.8)
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#LLM Chain
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chain1 = LLMChain(llm=llm, prompt = first_input_prompt, verbose=True, output_key = 'summaryofbook')
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#Prompt Template
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second_input_prompt = PromptTemplate(input_variables = ['summaryofbook'],
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template="when was the {summaryofbook} published"
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)
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#LLM Chain
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chain2 = LLMChain(llm=llm, prompt = second_input_prompt, verbose=True, output_key = 'bookpublishdate')
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#Prompt Template
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third_input_prompt = PromptTemplate(input_variables = ['summaryofbook'],
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template="Please tell me about the authors of the {summaryofbook}"
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)
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#LLM Chain
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chain3 = LLMChain(llm=llm, prompt = third_input_prompt, verbose=True, output_key = 'authorsofthebook')
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parent_chain = SequentialChain(chains = [chain1, chain2, chain3], input_variables = ['name'], output_variables = ['summaryofbook', 'bookpublishdate','authorsofthebook'], verbose = True)
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if input_text:
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st.write(parent_chain({'name':input_text}))
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openaiapikey.py
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openai_key = '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'
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part1.py
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from langchain.llms import OpenAI
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import streamlit as st
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import os
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from openaiapikey import openai_key
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os.environ['OPENAI_API_KEY'] = openai_key
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st.title('Lang Chain Demo with Open AI')
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input_text = st.text_input("Search the topic you want")
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#Open AI LLMS
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llm = OpenAI(temperature=0.8)
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if input_text:
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st.write(llm(input_text))
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pyvenv.cfg
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home = C:\Users\mmoin\Python3
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implementation = CPython
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version_info = 3.10.7.final.0
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virtualenv = 20.13.0
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include-system-site-packages = false
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base-prefix = C:\Users\mmoin\Python3
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base-exec-prefix = C:\Users\mmoin\Python3
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base-executable = C:\Users\mmoin\Python3\python.exe
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requirements.txt
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langchain
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openai
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streamlit
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