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a8c2c65
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1d123b2
Update app.py
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app.py
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from dotenv import load_dotenv
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from langchain import HuggingFaceHub, LLMChain
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from langchain.prompts import PromptTemplate
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load_dotenv()
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# hub_llm = HuggingFaceHub(repo_id="mrm8488/t5-base-finetuned-wikiSQL")
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# prompt = PromptTemplate(
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# input_variables=["question"],
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# template="Translate English to SQL: {question}"
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# )
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# hub_chain = LLMChain(prompt=prompt, llm=hub_llm, verbose=True)
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# print(hub_chain.run("What is the average age of the respondents using a mobile device?"))
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# second example below:
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hub_llm = HuggingFaceHub(
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repo_id='kaist-ai/selfee-7b-delta',
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model_kwargs={'temperature': 0.5, 'max_length': 100}
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)
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prompt = PromptTemplate(
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input_variables=["profession"],
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template="You are about to start your carrer as {profession}, how do you feel?"
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)
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hub_chain = LLMChain(prompt=prompt, llm=hub_llm, verbose=True)
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print(hub_chain.run("customer service agent"))
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print(hub_chain.run("politician"))
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print(hub_chain.run("Fintech CEO"))
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print(hub_chain.run("insurance agent"))
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