eaglelandsonce commited on
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a3b0a04
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Create utils.py

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  1. utils.py +24 -0
utils.py ADDED
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+ from langchain import OpenAI, LLMChain, PromptTemplate
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+ from langchain.chains import SimpleSequentialChain
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+
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+
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+ # Function to generate title and Logline from simple chaining
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+ def generate_logline(prompt, creativity, api_key):
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+ # Setting up OpenAI LLM
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+ llm = OpenAI(temperature=creativity, openai_api_key=api_key,
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+ model_name='gpt-3.5-turbo')
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+
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+ first_template = 'What is a good name for a story about {description}?'
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+ first_prompt = PromptTemplate.from_template(first_template)
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+ first_chain = LLMChain(llm=llm, prompt=first_prompt)
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+ title = first_chain.run(prompt)
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+
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+ second_template = 'Write a logline for the following story: {story_name}'
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+ second_prompt = PromptTemplate.from_template(second_template)
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+ second_chain = LLMChain(llm=llm, prompt=second_prompt)
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+
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+ simple_chain = SimpleSequentialChain(chains=[first_chain, second_chain], verbose=True)
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+
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+ logline = simple_chain.run(prompt)
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+
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+ return title, logline