forked from binary-husky/gpt_academic
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathmain.py
189 lines (174 loc) · 12.5 KB
/
main.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
import os; os.environ['no_proxy'] = '*' # 避免代理网络产生意外污染
def main():
import gradio as gr
from request_llm.bridge_all import predict
from toolbox import format_io, find_free_port, on_file_uploaded, on_report_generated, get_conf, ArgsGeneralWrapper, DummyWith
# 建议您复制一个config_private.py放自己的秘密, 如API和代理网址, 避免不小心传github被别人看到
proxies, WEB_PORT, LLM_MODEL, CONCURRENT_COUNT, AUTHENTICATION, CHATBOT_HEIGHT, LAYOUT, API_KEY, AVAIL_LLM_MODELS = \
get_conf('proxies', 'WEB_PORT', 'LLM_MODEL', 'CONCURRENT_COUNT', 'AUTHENTICATION', 'CHATBOT_HEIGHT', 'LAYOUT', 'API_KEY', 'AVAIL_LLM_MODELS')
# 如果WEB_PORT是-1, 则随机选取WEB端口
PORT = find_free_port() if WEB_PORT <= 0 else WEB_PORT
if not AUTHENTICATION: AUTHENTICATION = None
from check_proxy import get_current_version
initial_prompt = "Serve me as a writing and programming assistant."
title_html = f"<h1 align=\"center\">ChatGPT 学术优化 {get_current_version()}</h1>"
description = """代码开源和更新[地址🚀](https://github.com/binary-husky/chatgpt_academic)，感谢热情的[开发者们❤️](https://github.com/binary-husky/chatgpt_academic/graphs/contributors)"""
# 问询记录, python 版本建议3.9+（越新越好）
import logging
os.makedirs("gpt_log", exist_ok=True)
try:logging.basicConfig(filename="gpt_log/chat_secrets.log", level=logging.INFO, encoding="utf-8")
except:logging.basicConfig(filename="gpt_log/chat_secrets.log", level=logging.INFO)
print("所有问询记录将自动保存在本地目录./gpt_log/chat_secrets.log, 请注意自我隐私保护哦！")
# 一些普通功能模块
from core_functional import get_core_functions
functional = get_core_functions()
# 高级函数插件
from crazy_functional import get_crazy_functions
crazy_fns = get_crazy_functions()
# 处理markdown文本格式的转变
gr.Chatbot.postprocess = format_io
# 做一些外观色彩上的调整
from theme import adjust_theme, advanced_css
set_theme = adjust_theme()
# 代理与自动更新
from check_proxy import check_proxy, auto_update, warm_up_modules
proxy_info = check_proxy(proxies)
gr_L1 = lambda: gr.Row().style()
gr_L2 = lambda scale: gr.Column(scale=scale)
if LAYOUT == "TOP-DOWN":
gr_L1 = lambda: DummyWith()
gr_L2 = lambda scale: gr.Row()
CHATBOT_HEIGHT /= 2
cancel_handles = []
with gr.Blocks(title="ChatGPT 学术优化", theme=set_theme, analytics_enabled=False, css=advanced_css) as demo:
gr.HTML(title_html)
cookies = gr.State({'api_key': API_KEY, 'llm_model': LLM_MODEL})
with gr_L1():
with gr_L2(scale=2):
chatbot = gr.Chatbot()
chatbot.style(height=CHATBOT_HEIGHT)
history = gr.State([])
with gr_L2(scale=1):
with gr.Accordion("输入区", open=True) as area_input_primary:
with gr.Row():
txt = gr.Textbox(show_label=False, placeholder="Input question here.").style(container=False)
with gr.Row():
submitBtn = gr.Button("提交", variant="primary")
with gr.Row():
resetBtn = gr.Button("重置", variant="secondary"); resetBtn.style(size="sm")
stopBtn = gr.Button("停止", variant="secondary"); stopBtn.style(size="sm")
clearBtn = gr.Button("清除", variant="secondary", visible=False); clearBtn.style(size="sm")
with gr.Row():
status = gr.Markdown(f"Tip: 按Enter提交, 按Shift+Enter换行。当前模型: {LLM_MODEL} \n {proxy_info}")
with gr.Accordion("基础功能区", open=True) as area_basic_fn:
with gr.Row():
for k in functional:
variant = functional[k]["Color"] if "Color" in functional[k] else "secondary"
functional[k]["Button"] = gr.Button(k, variant=variant)
with gr.Accordion("函数插件区", open=True) as area_crazy_fn:
with gr.Row():
gr.Markdown("注意：以下“红颜色”标识的函数插件需从输入区读取路径作为参数.")
with gr.Row():
for k in crazy_fns:
if not crazy_fns[k].get("AsButton", True): continue
variant = crazy_fns[k]["Color"] if "Color" in crazy_fns[k] else "secondary"
crazy_fns[k]["Button"] = gr.Button(k, variant=variant)
crazy_fns[k]["Button"].style(size="sm")
with gr.Row():
with gr.Accordion("更多函数插件", open=True):
dropdown_fn_list = [k for k in crazy_fns.keys() if not crazy_fns[k].get("AsButton", True)]
with gr.Column(scale=1):
dropdown = gr.Dropdown(dropdown_fn_list, value=r"打开插件列表", label="").style(container=False)
with gr.Column(scale=1):
switchy_bt = gr.Button(r"请先从插件列表中选择", variant="secondary")
with gr.Row():
with gr.Accordion("点击展开“文件上传区”。上传本地文件可供红色函数插件调用。", open=False) as area_file_up:
file_upload = gr.Files(label="任何文件, 但推荐上传压缩文件(zip, tar)", file_count="multiple")
with gr.Accordion("更换模型 & SysPrompt & 交互界面布局", open=(LAYOUT == "TOP-DOWN")):
system_prompt = gr.Textbox(show_label=True, placeholder=f"System Prompt", label="System prompt", value=initial_prompt)
top_p = gr.Slider(minimum=-0, maximum=1.0, value=1.0, step=0.01,interactive=True, label="Top-p (nucleus sampling)",)
temperature = gr.Slider(minimum=-0, maximum=2.0, value=1.0, step=0.01, interactive=True, label="Temperature",)
max_length_sl = gr.Slider(minimum=256, maximum=4096, value=512, step=1, interactive=True, label="Local LLM MaxLength",)
checkboxes = gr.CheckboxGroup(["基础功能区", "函数插件区", "底部输入区", "输入清除键"], value=["基础功能区", "函数插件区"], label="显示/隐藏功能区")
md_dropdown = gr.Dropdown(AVAIL_LLM_MODELS, value=LLM_MODEL, label="更换LLM模型/请求源").style(container=False)
gr.Markdown(description)
with gr.Accordion("备选输入区", open=True, visible=False) as area_input_secondary:
with gr.Row():
txt2 = gr.Textbox(show_label=False, placeholder="Input question here.", label="输入区2").style(container=False)
with gr.Row():
submitBtn2 = gr.Button("提交", variant="primary")
with gr.Row():
resetBtn2 = gr.Button("重置", variant="secondary"); resetBtn2.style(size="sm")
stopBtn2 = gr.Button("停止", variant="secondary"); stopBtn2.style(size="sm")
clearBtn2 = gr.Button("清除", variant="secondary", visible=False); clearBtn.style(size="sm")
# 功能区显示开关与功能区的互动
def fn_area_visibility(a):
ret = {}
ret.update({area_basic_fn: gr.update(visible=("基础功能区" in a))})
ret.update({area_crazy_fn: gr.update(visible=("函数插件区" in a))})
ret.update({area_input_primary: gr.update(visible=("底部输入区" not in a))})
ret.update({area_input_secondary: gr.update(visible=("底部输入区" in a))})
ret.update({clearBtn: gr.update(visible=("输入清除键" in a))})
ret.update({clearBtn2: gr.update(visible=("输入清除键" in a))})
if "底部输入区" in a: ret.update({txt: gr.update(value="")})
return ret
checkboxes.select(fn_area_visibility, [checkboxes], [area_basic_fn, area_crazy_fn, area_input_primary, area_input_secondary, txt, txt2, clearBtn, clearBtn2] )
# 整理反复出现的控件句柄组合
input_combo = [cookies, max_length_sl, md_dropdown, txt, txt2, top_p, temperature, chatbot, history, system_prompt]
output_combo = [cookies, chatbot, history, status]
predict_args = dict(fn=ArgsGeneralWrapper(predict), inputs=input_combo, outputs=output_combo)
# 提交按钮、重置按钮
cancel_handles.append(txt.submit(**predict_args))
cancel_handles.append(txt2.submit(**predict_args))
cancel_handles.append(submitBtn.click(**predict_args))
cancel_handles.append(submitBtn2.click(**predict_args))
resetBtn.click(lambda: ([], [], "已重置"), None, [chatbot, history, status])
resetBtn2.click(lambda: ([], [], "已重置"), None, [chatbot, history, status])
clearBtn.click(lambda: ("",""), None, [txt, txt2])
clearBtn2.click(lambda: ("",""), None, [txt, txt2])
# 基础功能区的回调函数注册
for k in functional:
click_handle = functional[k]["Button"].click(fn=ArgsGeneralWrapper(predict), inputs=[*input_combo, gr.State(True), gr.State(k)], outputs=output_combo)
cancel_handles.append(click_handle)
# 文件上传区，接收文件后与chatbot的互动
file_upload.upload(on_file_uploaded, [file_upload, chatbot, txt, txt2, checkboxes], [chatbot, txt, txt2])
# 函数插件-固定按钮区
for k in crazy_fns:
if not crazy_fns[k].get("AsButton", True): continue
click_handle = crazy_fns[k]["Button"].click(ArgsGeneralWrapper(crazy_fns[k]["Function"]), [*input_combo, gr.State(PORT)], output_combo)
click_handle.then(on_report_generated, [file_upload, chatbot], [file_upload, chatbot])
cancel_handles.append(click_handle)
# 函数插件-下拉菜单与随变按钮的互动
def on_dropdown_changed(k):
variant = crazy_fns[k]["Color"] if "Color" in crazy_fns[k] else "secondary"
return {switchy_bt: gr.update(value=k, variant=variant)}
dropdown.select(on_dropdown_changed, [dropdown], [switchy_bt] )
# 随变按钮的回调函数注册
def route(k, *args, **kwargs):
if k in [r"打开插件列表", r"请先从插件列表中选择"]: return
yield from ArgsGeneralWrapper(crazy_fns[k]["Function"])(*args, **kwargs)
click_handle = switchy_bt.click(route,[switchy_bt, *input_combo, gr.State(PORT)], output_combo)
click_handle.then(on_report_generated, [file_upload, chatbot], [file_upload, chatbot])
# def expand_file_area(file_upload, area_file_up):
# if len(file_upload)>0: return {area_file_up: gr.update(open=True)}
# click_handle.then(expand_file_area, [file_upload, area_file_up], [area_file_up])
cancel_handles.append(click_handle)
# 终止按钮的回调函数注册
stopBtn.click(fn=None, inputs=None, outputs=None, cancels=cancel_handles)
stopBtn2.click(fn=None, inputs=None, outputs=None, cancels=cancel_handles)
# gradio的inbrowser触发不太稳定，回滚代码到原始的浏览器打开函数
def auto_opentab_delay():
import threading, webbrowser, time
print(f"如果浏览器没有自动打开，请复制并转到以下URL：")
print(f"\t（亮色主题）: http://localhost:{PORT}")
print(f"\t（暗色主题）: http://localhost:{PORT}/?__dark-theme=true")
def open():
time.sleep(2) # 打开浏览器
webbrowser.open_new_tab(f"http://localhost:{PORT}/?__dark-theme=true")
threading.Thread(target=open, name="open-browser", daemon=True).start()
threading.Thread(target=auto_update, name="self-upgrade", daemon=True).start()
threading.Thread(target=warm_up_modules, name="warm-up", daemon=True).start()
auto_opentab_delay()
demo.queue(concurrency_count=CONCURRENT_COUNT).launch(server_name="0.0.0.0", server_port=PORT, auth=AUTHENTICATION, favicon_path="docs/logo.png")
if __name__ == "__main__":
main()