import os
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_user_upload, \
get_user_download, get_conf, ArgsGeneralWrapper, DummyWith
# 问询记录, python 版本建议3.9+（越新越好）
import logging
# 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
import func_box
from check_proxy import get_current_version
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！")
# 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')
proxy_info = check_proxy(proxies)
# 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
os.environ['no_proxy'] = '*' # 避免代理网络产生意外污染
class ChatBotFrame:
def __init__(self):
self.cancel_handles = []
self.initial_prompt = "In answer to my question, Think about what are some alternative perspectives"
self.title_html = f"Chatbot for KSO {get_current_version()}
"
self.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)"""
class ChatBot(ChatBotFrame):
def __init__(self):
super().__init__()
self.__url = f'http://{func_box.ipaddr()}:{PORT}'
# self.__gr_url = gr.State(self.__url)
def draw_title(self):
self.title = gr.HTML(self.title_html)
self.cookies = gr.State({'api_key': API_KEY, 'llm_model': LLM_MODEL, 'local': self.__url})
def draw_chatbot(self):
self.chatbot = gr.Chatbot(label=f"当前模型：{LLM_MODEL}")
self.chatbot.style(height=CHATBOT_HEIGHT)
self.history = gr.State([])
with gr.Row():
self.status = gr.Markdown(f"Tip: 按Enter提交, 按Shift+Enter换行。当前模型: {LLM_MODEL} \n {proxy_info}")
def draw_prompt(self):
with gr.Row():
self.pro_search_txt = gr.Textbox(show_label=False, placeholder="Enter the prompt you want.").style(
container=False)
self.pro_entry_btn = gr.Button("搜索", variant="secondary").style(full_width=False, size="sm")
with gr.Row():
self.pro_prompt_list = gr.Dataset(components=[gr.HTML(visible=False)], samples_per_page=10,
label="Prompt usage frequency",
samples=[[". . ."] for i in range(20)], type='index')
self.pro_prompt_state = gr.State(self.pro_prompt_list)
def draw_temp_edit(self):
with gr.Box():
with gr.Row():
with gr.Column(scale=100):
self.pro_results = gr.Chatbot(label='Prompt and result').style(height=400)
with gr.Column(scale=10):
Tips = "用 BORF 分析法设计chat GPT prompt:\n" \
"1、阐述背景 B(Background): 说明背景，为chatGPT提供充足的信息\n" \
"2、定义目标 O(Objectives):“我们希望实现什么”\n" \
"3、定义关键结果 R(key Result):“我要什么具体效果”\n" \
"4、试验并调整，改进 E(Evolve):三种改进方法自由组合\n" \
"\t 改进输入：从答案的不足之处着手改进背景B,目标O与关键结果R\n" \
"\t 改进答案：在后续对话中指正chatGPT答案缺点\n" \
"\t 重新生成：尝试在prompt不变的情况下多次生成结果，优中选优\n"
self.pro_edit_txt = gr.Textbox(show_label=False, info='Prompt编辑区', lines=15,
placeholder=Tips).style(container=False)
with gr.Row():
self.pro_name_txt = gr.Textbox(show_label=False, placeholder='prompt功能名', ).style(
container=False)
self.pro_new_btn = gr.Button("保存Prompt", variant="primary").style(size='sm')
def signals_prompt_edit(self):
self.prompt_tab.select(fn=func_box.draw_results,
inputs=[self.pro_search_txt, self.pro_prompt_state, self.pro_tf_slider,
self.pro_private_check],
outputs=[self.pro_prompt_list, self.pro_prompt_state])
self.pro_entry_btn.click(fn=func_box.draw_results,
inputs=[self.pro_search_txt, self.pro_prompt_state, self.pro_tf_slider,
self.pro_private_check],
outputs=[self.pro_prompt_list, self.pro_prompt_state])
self.pro_prompt_list.click(fn=func_box.show_prompt_result,
inputs=[self.pro_prompt_list, self.pro_prompt_state, self.pro_results],
outputs=[self.pro_results])
self.pro_new_btn.click(fn=func_box.prompt_save,
inputs=[self.pro_edit_txt, self.pro_name_txt, self.pro_private_check, self.pro_fp_state],
outputs=[self.pro_edit_txt, self.pro_name_txt, self.pro_private_check,
self.pro_func_prompt, self.pro_fp_state])
def draw_input_chat(self):
with gr.Accordion("输入区", open=True) as self.area_input_primary:
with gr.Row():
self.txt = gr.Textbox(show_label=False, placeholder="Input question here.").style(container=False)
with gr.Row():
self.submitBtn = gr.Button("提交", variant="primary")
with gr.Row():
self.cpopyBtn = gr.Button("复制回答", variant="secondary").style(size="sm")
# self.resetBtn = gr.Button("重置", variant="secondary").style(size="sm")
self.stopBtn = gr.Button("停止", variant="secondary").style(size="sm")
def draw_function_chat(self):
prompt_list, devs_document = get_conf('prompt_list', 'devs_document')
with gr.Tab('Function'):
with gr.Accordion("基础功能区", open=False) as self.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("上传你的Prompt", open=False) as self.area_basic_fn:
jump_link = f'Developer Documentation'
self.pro_devs_link = gr.HTML(jump_link)
self.pro_upload_btn = gr.File(file_count='single', file_types=['.yaml', '.json'],
label=f'上传你的Prompt文件, 编写格式请遵循上述开发者文档', )
self.pro_private_check = gr.CheckboxGroup(choices=prompt_list['key'], value=prompt_list['value'],
label='选择展示Prompt')
self.pro_func_prompt = gr.Dataset(components=[gr.HTML()], label="All Prompt", visible=False,
samples=[['...', ""] for i in range(20)], type='index',
samples_per_page=10)
self.pro_fp_state = gr.State(self.pro_func_prompt)
def signals_prompt_func(self):
self.pro_private_check.select(fn=func_box.prompt_reduce,
inputs=[self.pro_private_check, self.pro_fp_state],
outputs=[self.pro_func_prompt, self.pro_fp_state, self.pro_private_check])
self.pro_func_prompt.select(fn=func_box.prompt_input,
inputs=[self.txt, self.pro_func_prompt, self.pro_fp_state],
outputs=[self.txt])
self.pro_upload_btn.upload(fn=func_box.prompt_upload_refresh,
inputs=[self.pro_upload_btn, self.pro_prompt_state],
outputs=[self.pro_func_prompt, self.pro_prompt_state, self.pro_private_check])
def draw_public_chat(self):
with gr.Tab('Public'):
with gr.Accordion("上传本地文件可供高亮函数插件调用", open=False) as self.area_file_up:
self.file_upload = gr.Files(label="任何文件, 但推荐上传压缩文件(zip, tar)",
file_count="multiple")
self.file_upload.style()
with gr.Row():
self.upload_history = gr.Button("Get Upload History", variant="secondary").style(size='sm')
self.get_download = gr.Button('Get Download Link', variant='stop').style(size='sm')
with gr.Accordion("函数插件区", open=True) as self.area_crazy_fn:
with gr.Row():
for k in crazy_fns:
if not crazy_fns[k].get("AsButton", True): continue
self.variant = crazy_fns[k]["Color"] if "Color" in crazy_fns[k] else "secondary"
crazy_fns[k]["Button"] = gr.Button(k, variant=self.variant)
crazy_fns[k]["Button"].style(size="sm")
with gr.Accordion("更多函数插件/高级用法", open=False):
dropdown_fn_list = []
for k in crazy_fns.keys():
if not crazy_fns[k].get("AsButton", True):
dropdown_fn_list.append(k)
elif crazy_fns[k].get('AdvancedArgs', False):
dropdown_fn_list.append(k)
self.dropdown = gr.Dropdown(dropdown_fn_list, value=r"打开插件列表", label="").style(
container=False)
self.plugin_advanced_arg = gr.Textbox(show_label=True, label="高级参数输入区", visible=False,
placeholder="这里是特殊函数插件的高级参数输入区").style(
container=False)
self.switchy_bt = gr.Button(r"请先从插件列表中选择", variant="secondary")
def draw_setting_chat(self):
switch_model = get_conf('switch_model')[0]
with gr.Tab('Setting'):
self.top_p = gr.Slider(minimum=-0, maximum=1.0, value=1.0, step=0.01, interactive=True,
label="Top-p (nucleus sampling)", ).style(container=False)
self.temperature = gr.Slider(minimum=-0, maximum=2.0, value=1.0, step=0.01, interactive=True,
label="Temperature", ).style(container=False)
self.max_length_sl = gr.Slider(minimum=256, maximum=4096, value=4096, step=1, interactive=True,
label="MaxLength", ).style(container=False)
self.pro_tf_slider = gr.Slider(minimum=0.01, maximum=1.0, value=0.70, step=0.01, interactive=True,
label="Term Frequency系数").style(container=False)
self.models_box = gr.CheckboxGroup(choices=switch_model['key'], value=switch_model['value'],
label="Switch Model")
self.system_prompt = gr.Textbox(show_label=True, lines=2, placeholder=f"System Prompt",
label="System prompt", value=self.initial_prompt)
self.md_dropdown = gr.Dropdown(AVAIL_LLM_MODELS, value=LLM_MODEL, label="更换LLM模型/请求源").style(
container=False)
# temp = gr.Markdown(self.description)
def draw_goals_auto(self):
with gr.Tab('Ai Prompt--未完成--敬请期待'):
with gr.Row():
self.ai_name = gr.Textbox(show_label=False, placeholder="给Ai一个名字").style(container=False)
with gr.Row():
self.ai_role = gr.Textbox(lines=5, show_label=False, placeholder="请输入你的需求").style(
container=False)
with gr.Row():
self.ai_goal_list = gr.Dataframe(headers=['Goals'], interactive=True, row_count=4,
col_count=(1, 'fixed'), type='array')
with gr.Row():
self.ai_budget = gr.Number(show_label=False, value=0.0,
info="关于本次项目的预算，超过预算自动停止，默认无限").style(container=False)
# self.ai_goal_list.style()
with gr.Tab('Ai Settings'):
pass
def draw_next_auto(self):
with gr.Row():
self.text_continue = gr.Textbox(visible=False, show_label=False,
placeholder="请根据提示输入执行命令").style(container=False)
with gr.Row():
self.submit_start = gr.Button("Start", variant='primary')
self.submit_next = gr.Button("Next", visible=False, variant='primary')
self.submit_stop = gr.Button("Stop", variant="stop")
self.agent_obj = gr.State({'obj': None, "start": self.submit_start,
"next": self.submit_next, "text": self.text_continue})
def signals_input_setting(self):
# 注册input
self.input_combo = [self.cookies, self.max_length_sl, self.md_dropdown,
self.txt, self.top_p, self.temperature, self.chatbot, self.history,
self.system_prompt, self.models_box]
self.output_combo = [self.cookies, self.chatbot, self.history, self.status, self.txt]
self.predict_args = dict(fn=ArgsGeneralWrapper(predict), inputs=self.input_combo, outputs=self.output_combo)
# 提交按钮、重置按钮
self.cancel_handles.append(self.txt.submit(**self.predict_args))
self.cancel_handles.append(self.submitBtn.click(**self.predict_args))
self.cpopyBtn.click(fn=func_box.copy_result, inputs=[self.history], outputs=[self.status])
def signals_function(self):
# 基础功能区的回调函数注册
for k in functional:
self.click_handle = functional[k]["Button"].click(fn=ArgsGeneralWrapper(predict),
inputs=[*self.input_combo, gr.State(True), gr.State(k)],
outputs=self.output_combo)
self.cancel_handles.append(self.click_handle)
def signals_public(self):
# 文件上传区，接收文件后与chatbot的互动
self.file_upload.upload(on_file_uploaded, [self.file_upload, self.chatbot, self.txt], [self.chatbot, self.txt])
self.upload_history.click(get_user_upload, [self.chatbot], outputs=[self.chatbot])
self.get_download.click(get_user_download, [self.chatbot, self.cookies, self.txt],
outputs=[self.chatbot, self.txt])
# 函数插件-固定按钮区
for k in crazy_fns:
if not crazy_fns[k].get("AsButton", True): continue
self.click_handle = crazy_fns[k]["Button"].click(
ArgsGeneralWrapper(crazy_fns[k]["Function"]), [*self.input_combo, gr.State(PORT)], self.output_combo)
self.click_handle.then(on_report_generated, [self.file_upload, self.chatbot],
[self.file_upload, self.chatbot])
self.cancel_handles.append(self.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 {self.switchy_bt: gr.update(value=k, variant=variant)}
variant = crazy_fns[k]["Color"] if "Color" in crazy_fns[k] else "secondary"
ret = {self.switchy_bt: gr.update(value=k, variant=variant)}
if crazy_fns[k].get("AdvancedArgs", False): # 是否唤起高级插件参数区
ret.update({self.plugin_advanced_arg: gr.update(visible=True, interactive=True, label=f"插件[{k}]的高级参数说明：" + crazy_fns[k].get("ArgsReminder", [f"没有提供高级参数功能说明"]))})
else:
ret.update({self.plugin_advanced_arg: gr.update(visible=False, label=f"插件[{k}]不需要高级参数。")})
return ret
self.dropdown.select(on_dropdown_changed, [self.dropdown], [self.switchy_bt, self.plugin_advanced_arg])
# 随变按钮的回调函数注册
def route(k, ipaddr: gr.Request, *args, **kwargs):
if k in [r"打开插件列表", r"请先从插件列表中选择"]: return
append = list(args)
append.insert(10, ipaddr)
args = tuple(append)
yield from ArgsGeneralWrapper(crazy_fns[k]["Function"])(*args, **kwargs)
self.click_handle = self.switchy_bt.click(route, [self.switchy_bt, *self.input_combo, gr.State(PORT)], self.output_combo)
self.click_handle.then(on_report_generated, [self.file_upload, self.chatbot], [self.file_upload, self.chatbot])
self.cancel_handles.append(self.click_handle)
# 终止按钮的回调函数注册
self.stopBtn.click(fn=None, inputs=None, outputs=None, cancels=self.cancel_handles)
def on_md_dropdown_changed(k):
return {self.chatbot: gr.update(label="当前模型：" + k)}
self.md_dropdown.select(on_md_dropdown_changed, [self.md_dropdown], [self.chatbot])
def signals_auto_input(self):
from autogpt.cli import agent_main
self.auto_input_combo = [self.ai_name, self.ai_role, self.ai_goal_list, self.ai_budget,
self.cookies, self.chatbot, self.history,
self.agent_obj]
self.auto_output_combo = [self.cookies, self.chatbot, self.history, self.status,
self.agent_obj, self.submit_start, self.submit_next, self.text_continue]
self.submit_start.click(fn=agent_main, inputs=self.auto_input_combo, outputs=self.auto_output_combo)
# 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(self):
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）: {self.__url}/?__theme=dark")
def open():
time.sleep(2) # 打开浏览器
webbrowser.open_new_tab(f"http://localhost:{PORT}/?__theme=dark")
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()
def check_proxy_free(self):
proxy_state = func_box.Shell(f'lsof -i :{PORT}').read()[1].splitlines()
if proxy_state != ["", ""]:
print('Kill Old Server')
for i in proxy_state[1:]:
func_box.Shell(f'kill -9 {i.split()[1]}').read()
import time
time.sleep(5)
def main(self):
with gr.Blocks(title="Chatbot for KSO ", theme=set_theme, analytics_enabled=False, css=advanced_css) as demo:
# 绘制页面title
self.draw_title()
# 绘制一个ROW，row会让底下的元素自动排部
with gr.Row():
# 绘制列1
with gr.Column(scale=100):
with gr.Tab('Chatbot') as self.chat_tab:
# self.draw_chatbot()
pass
with gr.Tab('Prompt检索/编辑') as self.prompt_tab:
self.draw_prompt()
# 绘制列2
with gr.Column(scale=51):
# 绘制对话模组
with gr.Tab('对话模式'):
self.draw_input_chat()
self.draw_function_chat()
self.draw_public_chat()
self.draw_setting_chat()
# 绘制autogpt模组
with gr.Tab('Auto-GPT'):
self.draw_next_auto()
self.draw_goals_auto()
with self.chat_tab: # 使用 gr.State()对组件进行拷贝时，如果之前绘制了Markdown格式，会导致启动崩溃,所以将 markdown相关绘制放在最后
self.draw_chatbot()
with self.prompt_tab:
self.draw_temp_edit()
# 函数注册，需要在Blocks下进行
self.signals_input_setting()
self.signals_function()
self.signals_prompt_func()
self.signals_public()
self.signals_auto_input()
self.signals_prompt_edit()
# Start
self.auto_opentab_delay()
demo.queue(concurrency_count=CONCURRENT_COUNT).launch(server_name="0.0.0.0", server_port=PORT,
auth=AUTHENTICATION)
if __name__ == '__main__':
ChatBot().main()