BookSumBeta / app.py
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import os
import pip
import gradio as gr
from epub2txt import epub2txt
if not os.path.exists("./chatglm2-6b-int4.flm"):
os.system("git clone --recurse-submodules https://github.com/ztxz16/fastllm.git")
os.system("cd fastllm; mkdir build; cd build; cmake ..; make -j")
# os.system("cd fastllm; mkdir build; cd build; cmake ..; make -j; cd tools; python setup.py install --user --prefix=")
# os.system("wget https://huggingface.co/huangyuyang/chatglm2-6b-int4.flm/resolve/main/chatglm2-6b-int4.flm")
pip.main(['install', '-e', 'fastllm/build/tools/', '--user'])
# exit()
from fastllm_pytools import llm
model = llm.model("./chatglm2-6b-int4.flm")
prompt = os.getenv("prompt")
class GUI:
def __init__(self, *args, **kwargs):
with gr.Blocks() as demo:
with gr.Row():
gr.Markdown(scale=2).attach_load_event(self.hello, None)
gr.LoginButton()
gr.LogoutButton()
self.out = gr.Markdown()
inp = gr.File(file_types=['.epub'])
inp.change(self.process, inp, self.out)
demo.launch()
def process(self, file, profile: gr.OAuthProfile | None):
if profile is None:
return gr.update(value='Login to access the tool.')
ch_list = epub2txt(file.name, outputlist=True)
chapter_titles = epub2txt.content_titles
title = epub2txt.title
return gr.update(
value=f"# {title}\n\n" + model.response(prompt+ch_list[2]))
# value=f"# {title}\n\n" + "\n\n".join(
# [f"## {ct}\n\n{c}" for ct, c in zip(chapter_titles, ch_list)]))
def hello(self, profile: gr.OAuthProfile | None):
if profile is None:
return '# ePub summarization tool\n\nLogin to access the tool.'
return f"# ePub summarization tool\n\nWelcome {profile.name}!!"
GUI()