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# -*- coding:utf-8 -*- | |
import os | |
import logging | |
import sys | |
import gradio as gr | |
from modules import config | |
from modules.config import * | |
from modules.utils import * | |
from modules.presets import * | |
from modules.overwrites import * | |
from modules.models.models import get_model | |
logging.getLogger("httpx").setLevel(logging.WARNING) | |
gr.Chatbot._postprocess_chat_messages = postprocess_chat_messages | |
gr.Chatbot.postprocess = postprocess | |
with open("assets/custom.css", "r", encoding="utf-8") as f: | |
customCSS = f.read() | |
def create_new_model(): | |
return get_model(model_name = MODELS[DEFAULT_MODEL], access_key = my_api_key)[0] | |
with gr.Blocks(css=customCSS, theme=small_and_beautiful_theme) as demo: | |
user_name = gr.State("") | |
promptTemplates = gr.State(load_template(get_template_names(plain=True)[0], mode=2)) | |
user_question = gr.State("") | |
assert type(my_api_key)==str | |
user_api_key = gr.State(my_api_key) | |
current_model = gr.State(create_new_model) | |
topic = gr.State(i18n("未命名对话历史记录")) | |
with gr.Row(): | |
gr.HTML(CHUANHU_TITLE, elem_id="app_title") | |
status_display = gr.Markdown(get_geoip(), elem_id="status_display") | |
with gr.Row(elem_id="float_display"): | |
user_info = gr.Markdown(value="getting user info...", elem_id="user_info") | |
with gr.Row().style(equal_height=True): | |
with gr.Column(scale=5): | |
with gr.Row(): | |
chatbot = gr.Chatbot(label="Chuanhu Chat", elem_id="chuanhu_chatbot").style(height="100%") | |
with gr.Row(): | |
with gr.Column(min_width=225, scale=12): | |
user_input = gr.Textbox( | |
elem_id="user_input_tb", | |
show_label=False, placeholder=i18n("在这里输入") | |
).style(container=False) | |
with gr.Column(min_width=42, scale=1): | |
submitBtn = gr.Button(value="", variant="primary", elem_id="submit_btn") | |
cancelBtn = gr.Button(value="", variant="secondary", visible=False, elem_id="cancel_btn") | |
with gr.Row(): | |
emptyBtn = gr.Button( | |
i18n("🧹 新的对话"), elem_id="empty_btn" | |
) | |
retryBtn = gr.Button(i18n("🔄 重新生成")) | |
delFirstBtn = gr.Button(i18n("🗑️ 删除最旧对话")) | |
delLastBtn = gr.Button(i18n("🗑️ 删除最新对话")) | |
with gr.Row(visible=False) as like_dislike_area: | |
with gr.Column(min_width=20, scale=1): | |
likeBtn = gr.Button(i18n("👍")) | |
with gr.Column(min_width=20, scale=1): | |
dislikeBtn = gr.Button(i18n("👎")) | |
with gr.Column(): | |
with gr.Column(min_width=50, scale=1): | |
with gr.Tab(label=i18n("模型")): | |
keyTxt = gr.Textbox( | |
show_label=True, | |
placeholder=f"Your API-key...", | |
value=hide_middle_chars(user_api_key.value), | |
type="password", | |
visible=not HIDE_MY_KEY, | |
label="API-Key", | |
) | |
if multi_api_key: | |
usageTxt = gr.Markdown(i18n("多账号模式已开启,无需输入key,可直接开始对话"), elem_id="usage_display", elem_classes="insert_block") | |
else: | |
usageTxt = gr.Markdown(i18n("**发送消息** 或 **提交key** 以显示额度"), elem_id="usage_display", elem_classes="insert_block") | |
model_select_dropdown = gr.Dropdown( | |
label=i18n("选择模型"), choices=MODELS, multiselect=False, value=MODELS[DEFAULT_MODEL], interactive=True | |
) | |
lora_select_dropdown = gr.Dropdown( | |
label=i18n("选择LoRA模型"), choices=[], multiselect=False, interactive=True, visible=False | |
) | |
with gr.Row(): | |
single_turn_checkbox = gr.Checkbox(label=i18n("单轮对话"), value=False) | |
use_websearch_checkbox = gr.Checkbox(label=i18n("使用在线搜索"), value=False) | |
language_select_dropdown = gr.Dropdown( | |
label=i18n("选择回复语言(针对搜索&索引功能)"), | |
choices=REPLY_LANGUAGES, | |
multiselect=False, | |
value=REPLY_LANGUAGES[0], | |
) | |
index_files = gr.Files(label=i18n("上传"), type="file") | |
two_column = gr.Checkbox(label=i18n("双栏pdf"), value=advance_docs["pdf"].get("two_column", False)) | |
summarize_btn = gr.Button(i18n("总结")) | |
# TODO: 公式ocr | |
# formula_ocr = gr.Checkbox(label=i18n("识别公式"), value=advance_docs["pdf"].get("formula_ocr", False)) | |
with gr.Tab(label="Prompt"): | |
systemPromptTxt = gr.Textbox( | |
show_label=True, | |
placeholder=i18n("在这里输入System Prompt..."), | |
label="System prompt", | |
value=INITIAL_SYSTEM_PROMPT, | |
lines=10, | |
).style(container=False) | |
with gr.Accordion(label=i18n("加载Prompt模板"), open=True): | |
with gr.Column(): | |
with gr.Row(): | |
with gr.Column(scale=6): | |
templateFileSelectDropdown = gr.Dropdown( | |
label=i18n("选择Prompt模板集合文件"), | |
choices=get_template_names(plain=True), | |
multiselect=False, | |
value=get_template_names(plain=True)[0], | |
).style(container=False) | |
with gr.Column(scale=1): | |
templateRefreshBtn = gr.Button(i18n("🔄 刷新")) | |
with gr.Row(): | |
with gr.Column(): | |
templateSelectDropdown = gr.Dropdown( | |
label=i18n("从Prompt模板中加载"), | |
choices=load_template( | |
get_template_names(plain=True)[0], mode=1 | |
), | |
multiselect=False, | |
).style(container=False) | |
with gr.Tab(label=i18n("保存/加载")): | |
with gr.Accordion(label=i18n("保存/加载对话历史记录"), open=True): | |
with gr.Column(): | |
with gr.Row(): | |
with gr.Column(scale=6): | |
historyFileSelectDropdown = gr.Dropdown( | |
label=i18n("从列表中加载对话"), | |
choices=get_history_names(plain=True), | |
multiselect=False | |
) | |
with gr.Column(scale=1): | |
historyRefreshBtn = gr.Button(i18n("🔄 刷新")) | |
with gr.Row(): | |
with gr.Column(scale=6): | |
saveFileName = gr.Textbox( | |
show_label=True, | |
placeholder=i18n("设置文件名: 默认为.json,可选为.md"), | |
label=i18n("设置保存文件名"), | |
value=i18n("对话历史记录"), | |
).style(container=True) | |
with gr.Column(scale=1): | |
saveHistoryBtn = gr.Button(i18n("💾 保存对话")) | |
exportMarkdownBtn = gr.Button(i18n("📝 导出为Markdown")) | |
gr.Markdown(i18n("默认保存于history文件夹")) | |
with gr.Row(): | |
with gr.Column(): | |
downloadFile = gr.File(interactive=True) | |
with gr.Tab(label=i18n("高级")): | |
gr.Markdown(i18n("# ⚠️ 务必谨慎更改 ⚠️\n\n如果无法使用请恢复默认设置")) | |
gr.HTML(get_html("appearance_switcher.html").format(label=i18n("切换亮暗色主题")), elem_classes="insert_block") | |
use_streaming_checkbox = gr.Checkbox( | |
label=i18n("实时传输回答"), value=True, visible=ENABLE_STREAMING_OPTION | |
) | |
with gr.Accordion(i18n("参数"), open=False): | |
temperature_slider = gr.Slider( | |
minimum=-0, | |
maximum=2.0, | |
value=1.0, | |
step=0.1, | |
interactive=True, | |
label="temperature", | |
) | |
top_p_slider = gr.Slider( | |
minimum=-0, | |
maximum=1.0, | |
value=1.0, | |
step=0.05, | |
interactive=True, | |
label="top-p", | |
) | |
n_choices_slider = gr.Slider( | |
minimum=1, | |
maximum=10, | |
value=1, | |
step=1, | |
interactive=True, | |
label="n choices", | |
) | |
stop_sequence_txt = gr.Textbox( | |
show_label=True, | |
placeholder=i18n("在这里输入停止符,用英文逗号隔开..."), | |
label="stop", | |
value="", | |
lines=1, | |
) | |
max_context_length_slider = gr.Slider( | |
minimum=1, | |
maximum=32768, | |
value=2000, | |
step=1, | |
interactive=True, | |
label="max context", | |
) | |
max_generation_slider = gr.Slider( | |
minimum=1, | |
maximum=32768, | |
value=1000, | |
step=1, | |
interactive=True, | |
label="max generations", | |
) | |
presence_penalty_slider = gr.Slider( | |
minimum=-2.0, | |
maximum=2.0, | |
value=0.0, | |
step=0.01, | |
interactive=True, | |
label="presence penalty", | |
) | |
frequency_penalty_slider = gr.Slider( | |
minimum=-2.0, | |
maximum=2.0, | |
value=0.0, | |
step=0.01, | |
interactive=True, | |
label="frequency penalty", | |
) | |
logit_bias_txt = gr.Textbox( | |
show_label=True, | |
placeholder=f"word:likelihood", | |
label="logit bias", | |
value="", | |
lines=1, | |
) | |
user_identifier_txt = gr.Textbox( | |
show_label=True, | |
placeholder=i18n("用于定位滥用行为"), | |
label=i18n("用户名"), | |
value=user_name.value, | |
lines=1, | |
) | |
with gr.Accordion(i18n("网络设置"), open=False, visible=False): | |
# 优先展示自定义的api_host | |
apihostTxt = gr.Textbox( | |
show_label=True, | |
placeholder=i18n("在这里输入API-Host..."), | |
label="API-Host", | |
value=config.api_host or shared.API_HOST, | |
lines=1, | |
) | |
changeAPIURLBtn = gr.Button(i18n("🔄 切换API地址")) | |
proxyTxt = gr.Textbox( | |
show_label=True, | |
placeholder=i18n("在这里输入代理地址..."), | |
label=i18n("代理地址(示例:http://127.0.0.1:10809)"), | |
value="", | |
lines=2, | |
) | |
changeProxyBtn = gr.Button(i18n("🔄 设置代理地址")) | |
default_btn = gr.Button(i18n("🔙 恢复默认设置")) | |
gr.Markdown(CHUANHU_DESCRIPTION, elem_id="description") | |
gr.HTML(get_html("footer.html").format(versions=versions_html()), elem_id="footer") | |
# https://github.com/gradio-app/gradio/pull/3296 | |
def create_greeting(request: gr.Request): | |
if hasattr(request, "username") and request.username: # is not None or is not "" | |
logging.info(f"Get User Name: {request.username}") | |
user_info, user_name = gr.Markdown.update(value=f"User: {request.username}"), request.username | |
else: | |
user_info, user_name = gr.Markdown.update(value=f"", visible=False), "" | |
current_model = get_model(model_name = MODELS[DEFAULT_MODEL], access_key = my_api_key)[0] | |
current_model.set_user_identifier(user_name) | |
chatbot = gr.Chatbot.update(label=MODELS[DEFAULT_MODEL]) | |
return user_info, user_name, current_model, toggle_like_btn_visibility(DEFAULT_MODEL), *current_model.auto_load(), get_history_names(False, user_name), chatbot | |
demo.load(create_greeting, inputs=None, outputs=[user_info, user_name, current_model, like_dislike_area, systemPromptTxt, chatbot, historyFileSelectDropdown, chatbot], api_name="load") | |
chatgpt_predict_args = dict( | |
fn=predict, | |
inputs=[ | |
current_model, | |
user_question, | |
chatbot, | |
use_streaming_checkbox, | |
use_websearch_checkbox, | |
index_files, | |
language_select_dropdown, | |
], | |
outputs=[chatbot, status_display], | |
show_progress=True, | |
) | |
start_outputing_args = dict( | |
fn=start_outputing, | |
inputs=[], | |
outputs=[submitBtn, cancelBtn], | |
show_progress=True, | |
) | |
end_outputing_args = dict( | |
fn=end_outputing, inputs=[], outputs=[submitBtn, cancelBtn] | |
) | |
reset_textbox_args = dict( | |
fn=reset_textbox, inputs=[], outputs=[user_input] | |
) | |
transfer_input_args = dict( | |
fn=transfer_input, inputs=[user_input], outputs=[user_question, user_input, submitBtn, cancelBtn], show_progress=True | |
) | |
get_usage_args = dict( | |
fn=billing_info, inputs=[current_model], outputs=[usageTxt], show_progress=False | |
) | |
load_history_from_file_args = dict( | |
fn=load_chat_history, | |
inputs=[current_model, historyFileSelectDropdown, user_name], | |
outputs=[saveFileName, systemPromptTxt, chatbot] | |
) | |
# Chatbot | |
cancelBtn.click(interrupt, [current_model], []) | |
user_input.submit(**transfer_input_args).then(**chatgpt_predict_args).then(**end_outputing_args) | |
user_input.submit(**get_usage_args) | |
submitBtn.click(**transfer_input_args).then(**chatgpt_predict_args, api_name="predict").then(**end_outputing_args) | |
submitBtn.click(**get_usage_args) | |
index_files.change(handle_file_upload, [current_model, index_files, chatbot, language_select_dropdown], [index_files, chatbot, status_display]) | |
summarize_btn.click(handle_summarize_index, [current_model, index_files, chatbot, language_select_dropdown], [chatbot, status_display]) | |
emptyBtn.click( | |
reset, | |
inputs=[current_model], | |
outputs=[chatbot, status_display], | |
show_progress=True, | |
) | |
retryBtn.click(**start_outputing_args).then( | |
retry, | |
[ | |
current_model, | |
chatbot, | |
use_streaming_checkbox, | |
use_websearch_checkbox, | |
index_files, | |
language_select_dropdown, | |
], | |
[chatbot, status_display], | |
show_progress=True, | |
).then(**end_outputing_args) | |
retryBtn.click(**get_usage_args) | |
delFirstBtn.click( | |
delete_first_conversation, | |
[current_model], | |
[status_display], | |
) | |
delLastBtn.click( | |
delete_last_conversation, | |
[current_model, chatbot], | |
[chatbot, status_display], | |
show_progress=False | |
) | |
likeBtn.click( | |
like, | |
[current_model], | |
[status_display], | |
show_progress=False | |
) | |
dislikeBtn.click( | |
dislike, | |
[current_model], | |
[status_display], | |
show_progress=False | |
) | |
two_column.change(update_doc_config, [two_column], None) | |
# LLM Models | |
keyTxt.change(set_key, [current_model, keyTxt], [user_api_key, status_display], api_name="set_key").then(**get_usage_args) | |
keyTxt.submit(**get_usage_args) | |
single_turn_checkbox.change(set_single_turn, [current_model, single_turn_checkbox], None) | |
model_select_dropdown.change(get_model, [model_select_dropdown, lora_select_dropdown, user_api_key, temperature_slider, top_p_slider, systemPromptTxt, user_name], [current_model, status_display, chatbot, lora_select_dropdown], show_progress=True, api_name="get_model") | |
model_select_dropdown.change(toggle_like_btn_visibility, [model_select_dropdown], [like_dislike_area], show_progress=False) | |
lora_select_dropdown.change(get_model, [model_select_dropdown, lora_select_dropdown, user_api_key, temperature_slider, top_p_slider, systemPromptTxt, user_name], [current_model, status_display, chatbot], show_progress=True) | |
# Template | |
systemPromptTxt.change(set_system_prompt, [current_model, systemPromptTxt], None) | |
templateRefreshBtn.click(get_template_names, None, [templateFileSelectDropdown]) | |
templateFileSelectDropdown.change( | |
load_template, | |
[templateFileSelectDropdown], | |
[promptTemplates, templateSelectDropdown], | |
show_progress=True, | |
) | |
templateSelectDropdown.change( | |
get_template_content, | |
[promptTemplates, templateSelectDropdown, systemPromptTxt], | |
[systemPromptTxt], | |
show_progress=True, | |
) | |
# S&L | |
saveHistoryBtn.click( | |
save_chat_history, | |
[current_model, saveFileName, chatbot, user_name], | |
downloadFile, | |
show_progress=True, | |
) | |
saveHistoryBtn.click(get_history_names, [gr.State(False), user_name], [historyFileSelectDropdown]) | |
exportMarkdownBtn.click( | |
export_markdown, | |
[current_model, saveFileName, chatbot, user_name], | |
downloadFile, | |
show_progress=True, | |
) | |
historyRefreshBtn.click(get_history_names, [gr.State(False), user_name], [historyFileSelectDropdown]) | |
historyFileSelectDropdown.change(**load_history_from_file_args) | |
downloadFile.change(upload_chat_history, [current_model, downloadFile, user_name], [saveFileName, systemPromptTxt, chatbot]) | |
# Advanced | |
max_context_length_slider.change(set_token_upper_limit, [current_model, max_context_length_slider], None) | |
temperature_slider.change(set_temperature, [current_model, temperature_slider], None) | |
top_p_slider.change(set_top_p, [current_model, top_p_slider], None) | |
n_choices_slider.change(set_n_choices, [current_model, n_choices_slider], None) | |
stop_sequence_txt.change(set_stop_sequence, [current_model, stop_sequence_txt], None) | |
max_generation_slider.change(set_max_tokens, [current_model, max_generation_slider], None) | |
presence_penalty_slider.change(set_presence_penalty, [current_model, presence_penalty_slider], None) | |
frequency_penalty_slider.change(set_frequency_penalty, [current_model, frequency_penalty_slider], None) | |
logit_bias_txt.change(set_logit_bias, [current_model, logit_bias_txt], None) | |
user_identifier_txt.change(set_user_identifier, [current_model, user_identifier_txt], None) | |
default_btn.click( | |
reset_default, [], [apihostTxt, proxyTxt, status_display], show_progress=True | |
) | |
changeAPIURLBtn.click( | |
change_api_host, | |
[apihostTxt], | |
[status_display], | |
show_progress=True, | |
) | |
changeProxyBtn.click( | |
change_proxy, | |
[proxyTxt], | |
[status_display], | |
show_progress=True, | |
) | |
logging.info( | |
colorama.Back.GREEN | |
+ "\n川虎的温馨提示:访问 http://localhost:7860 查看界面" | |
+ colorama.Style.RESET_ALL | |
) | |
# 默认开启本地服务器,默认可以直接从IP访问,默认不创建公开分享链接 | |
demo.title = i18n("川虎Chat 🚀") | |
if __name__ == "__main__": | |
reload_javascript() | |
demo.queue(concurrency_count=CONCURRENT_COUNT).launch( | |
blocked_paths=["config.json"], | |
favicon_path="./assets/favicon.ico" | |
auth = auth_list | |
) | |