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import os
os.system("pip install -U huggingface_hub")
from wiki_kb_qa_migrate import *
'''
zh_question = "哈利波特的血缘是什么？"
#output = from_zh_question_to_consider_queries(zh_question)
output = from_zh_question_to_consider_queries(zh_question,
top_k = 32, top_p_k = 30, top_e_k = 50
)
if type(output) == type((1,)):
query_list, output = output
zh_output = trans_output(zh_question ,output)
else:
zh_output = None
zh_output
ranking_output(zh_question, zh_output)
'''
os.system("pip uninstall httpx -y")
os.system("pip uninstall gradio -y")
os.system("pip install -U gradio")
import gradio as gr
example_sample = [
"哈利波特的血缘是什么？",
"哈利波特的生日是什么？",
"占卜会议的领导者是谁？",
"纽约卫生局的创立时间是什么？",
"哥布林叛乱发生在什么日期？",
"赫敏的丈夫是谁？",
]
def demo_func(zh_question):
assert type(zh_question) == type("")
output = from_zh_question_to_consider_queries(zh_question,
top_k = 32, top_p_k = 30, top_e_k = 50
)
if type(output) == type((1,)):
query_list, output = output
zh_output = trans_output(zh_question ,output)
else:
zh_output = None
#zh_output
zh_output = ranking_output(zh_question, zh_output)
if hasattr(zh_output, "to_dict"):
zh_output = zh_output.head(5)
zh_output = zh_output[["answer", "sparql_query"]].values.tolist()
return {"output": zh_output}
demo = gr.Interface(
fn=demo_func,
inputs="text",
outputs="json",
title=f"Harry Potter Knowledge Question Answer in Chinese 🧙 demonstration",
examples=example_sample if example_sample else None,
cache_examples = False,
)
demo.launch(server_name=None, server_port=None)
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