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