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| # -*- coding:utf-8 -*- | |
| import logging | |
| logging.basicConfig( | |
| level=logging.INFO, | |
| format="%(asctime)s [%(levelname)s] [%(filename)s:%(lineno)d] %(message)s", | |
| ) | |
| from modules.models.models import get_model | |
| from modules.train_func import * | |
| from modules.repo import * | |
| from modules.webui import * | |
| from modules.overwrites import * | |
| from modules.presets import * | |
| from modules.utils import * | |
| from modules.config import * | |
| from modules import config | |
| import gradio as gr | |
| import colorama | |
| logging.getLogger("httpx").setLevel(logging.WARNING) | |
| gr.Chatbot._postprocess_chat_messages = postprocess_chat_messages | |
| gr.Chatbot.postprocess = postprocess | |
| # with open("web_assets/css/ChuanhuChat.css", "r", encoding="utf-8") as f: | |
| # ChuanhuChatCSS = f.read() | |
| def create_new_model(): | |
| return get_model(model_name=MODELS[DEFAULT_MODEL], access_key=my_api_key)[0] | |
| with gr.Blocks(theme=small_and_beautiful_theme) as demo: | |
| user_name = gr.Textbox("", visible=False) | |
| promptTemplates = gr.State(load_template(get_template_names()[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() | |
| topic = gr.State(i18n("未命名对话历史记录")) | |
| with gr.Row(elem_id="chuanhu-header"): | |
| gr.HTML(get_html("header_title.html").format( | |
| app_title=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") | |
| update_info = gr.HTML(get_html("update.html").format( | |
| current_version=repo_tag_html(), | |
| version_time=version_time(), | |
| cancel_btn=i18n("取消"), | |
| update_btn=i18n("更新"), | |
| seenew_btn=i18n("详情"), | |
| ok_btn=i18n("好"), | |
| ), visible=check_update) | |
| with gr.Row(equal_height=True, elem_id="chuanhu-body"): | |
| with gr.Column(elem_id="menu-area"): | |
| with gr.Column(elem_id="chuanhu-history"): | |
| with gr.Box(): | |
| with gr.Row(elem_id="chuanhu-history-header"): | |
| with gr.Row(elem_id="chuanhu-history-search-row"): | |
| with gr.Column(min_width=150, scale=2): | |
| historySearchTextbox = gr.Textbox(show_label=False, container=False, placeholder=i18n( | |
| "搜索（支持正则）..."), lines=1, elem_id="history-search-tb") | |
| with gr.Column(min_width=52, scale=1, elem_id="gr-history-header-btns"): | |
| uploadFileBtn = gr.UploadButton( | |
| interactive=True, label="", file_types=[".json"], elem_id="gr-history-upload-btn") | |
| historyRefreshBtn = gr.Button("", elem_id="gr-history-refresh-btn") | |
| with gr.Row(elem_id="chuanhu-history-body"): | |
| with gr.Column(scale=6, elem_id="history-select-wrap"): | |
| historySelectList = gr.Radio( | |
| label=i18n("从列表中加载对话"), | |
| choices=get_history_names(), | |
| value=get_first_history_name(), | |
| # multiselect=False, | |
| container=False, | |
| elem_id="history-select-dropdown" | |
| ) | |
| with gr.Row(visible=False): | |
| with gr.Column(min_width=42, scale=1): | |
| historyDeleteBtn = gr.Button( | |
| "🗑️", elem_id="gr-history-delete-btn") | |
| with gr.Column(min_width=42, scale=1): | |
| historyDownloadBtn = gr.Button( | |
| "⏬", elem_id="gr-history-download-btn") | |
| with gr.Column(min_width=42, scale=1): | |
| historyMarkdownDownloadBtn = gr.Button( | |
| "⤵️", elem_id="gr-history-mardown-download-btn") | |
| with gr.Row(visible=False): | |
| 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"), | |
| elem_classes="no-container" | |
| # container=False, | |
| ) | |
| with gr.Column(scale=1): | |
| renameHistoryBtn = gr.Button( | |
| i18n("💾 保存对话"), elem_id="gr-history-save-btn") | |
| exportMarkdownBtn = gr.Button( | |
| i18n("📝 导出为 Markdown"), elem_id="gr-markdown-export-btn") | |
| with gr.Column(elem_id="chuanhu-menu-footer"): | |
| with gr.Row(elem_id="chuanhu-func-nav"): | |
| gr.HTML(get_html("func_nav.html")) | |
| # gr.HTML(get_html("footer.html").format(versions=versions_html()), elem_id="footer") | |
| # gr.Markdown(CHUANHU_DESCRIPTION, elem_id="chuanhu-author") | |
| with gr.Column(elem_id="chuanhu-area", scale=5): | |
| with gr.Column(elem_id="chatbot-area"): | |
| with gr.Row(elem_id="chatbot-header"): | |
| model_select_dropdown = gr.Dropdown( | |
| label=i18n("选择模型"), choices=MODELS, multiselect=False, value=MODELS[DEFAULT_MODEL], interactive=True, | |
| show_label=False, container=False, elem_id="model-select-dropdown" | |
| ) | |
| lora_select_dropdown = gr.Dropdown( | |
| label=i18n("选择LoRA模型"), choices=[], multiselect=False, interactive=True, visible=False, | |
| container=False, | |
| ) | |
| gr.HTML(get_html("chatbot_header_btn.html").format( | |
| json_label=i18n("历史记录（JSON）"), | |
| md_label=i18n("导出为 Markdown") | |
| ), elem_id="chatbot-header-btn-bar") | |
| with gr.Row(): | |
| chatbot = gr.Chatbot( | |
| label="Chuanhu Chat", | |
| elem_id="chuanhu-chatbot", | |
| latex_delimiters=latex_delimiters_set, | |
| sanitize_html=False, | |
| # height=700, | |
| show_label=False, | |
| avatar_images=[config.user_avatar, config.bot_avatar], | |
| show_share_button=False, | |
| ) | |
| with gr.Row(elem_id="chatbot-footer"): | |
| with gr.Box(elem_id="chatbot-input-box"): | |
| with gr.Row(elem_id="chatbot-input-row"): | |
| gr.HTML(get_html("chatbot_more.html").format( | |
| single_turn_label=i18n("单轮对话"), | |
| websearch_label=i18n("在线搜索"), | |
| upload_file_label=i18n("上传文件"), | |
| uploaded_files_label=i18n("知识库文件"), | |
| uploaded_files_tip=i18n("在工具箱中管理知识库文件") | |
| )) | |
| with gr.Row(elem_id="chatbot-input-tb-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"), | |
| elem_classes="no-container", | |
| max_lines=5, | |
| # container=False | |
| ) | |
| with gr.Column(min_width=42, scale=1, elem_id="chatbot-ctrl-btns"): | |
| submitBtn = gr.Button( | |
| value="", variant="primary", elem_id="submit-btn") | |
| cancelBtn = gr.Button( | |
| value="", variant="secondary", visible=False, elem_id="cancel-btn") | |
| # Note: Buttons below are set invisible in UI. But they are used in JS. | |
| with gr.Row(elem_id="chatbot-buttons", visible=False): | |
| with gr.Column(min_width=120, scale=1): | |
| emptyBtn = gr.Button( | |
| i18n("🧹 新的对话"), elem_id="empty-btn" | |
| ) | |
| with gr.Column(min_width=120, scale=1): | |
| retryBtn = gr.Button( | |
| i18n("🔄 重新生成"), elem_id="gr-retry-btn") | |
| with gr.Column(min_width=120, scale=1): | |
| delFirstBtn = gr.Button(i18n("🗑️ 删除最旧对话")) | |
| with gr.Column(min_width=120, scale=1): | |
| delLastBtn = gr.Button( | |
| i18n("🗑️ 删除最新对话"), elem_id="gr-dellast-btn") | |
| with gr.Row(visible=False) as like_dislike_area: | |
| with gr.Column(min_width=20, scale=1): | |
| likeBtn = gr.Button( | |
| "👍", elem_id="gr-like-btn") | |
| with gr.Column(min_width=20, scale=1): | |
| dislikeBtn = gr.Button( | |
| "👎", elem_id="gr-dislike-btn") | |
| with gr.Column(elem_id="toolbox-area", scale=1): | |
| # For CSS setting, there is an extra box. Don't remove it. | |
| with gr.Box(elem_id="chuanhu-toolbox"): | |
| with gr.Row(): | |
| gr.Markdown("## "+i18n("工具箱")) | |
| gr.HTML(get_html("close_btn.html").format( | |
| obj="toolbox"), elem_classes="close-btn") | |
| with gr.Tabs(elem_id="chuanhu-toolbox-tabs"): | |
| with gr.Tab(label=i18n("对话")): | |
| 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", | |
| ) | |
| with gr.Accordion(label="Prompt", open=True): | |
| systemPromptTxt = gr.Textbox( | |
| show_label=True, | |
| placeholder=i18n("在这里输入System Prompt..."), | |
| label="System prompt", | |
| value=INITIAL_SYSTEM_PROMPT, | |
| lines=8 | |
| ) | |
| retain_system_prompt_checkbox = gr.Checkbox( | |
| label=i18n("新建对话保留Prompt"), value=False, visible=True, elem_classes="switch-checkbox") | |
| with gr.Accordion(label=i18n("加载Prompt模板"), open=False): | |
| 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(), | |
| multiselect=False, | |
| value=get_template_names()[0], | |
| 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()[ | |
| 0], mode=1 | |
| ), | |
| multiselect=False, | |
| container=False, | |
| ) | |
| gr.Markdown("---", elem_classes="hr-line") | |
| with gr.Accordion(label=i18n("知识库"), open=True): | |
| use_websearch_checkbox = gr.Checkbox(label=i18n( | |
| "使用在线搜索"), value=False, elem_classes="switch-checkbox", elem_id="gr-websearch-cb", visible=False) | |
| index_files = gr.Files(label=i18n( | |
| "上传"), type="file", file_types=[".pdf", ".docx", ".pptx", ".epub", ".xlsx", ".txt", "text", "image"], elem_id="upload-index-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=i18n("参数")): | |
| gr.Markdown(i18n("# ⚠️ 务必谨慎更改 ⚠️"), | |
| elem_id="advanced-warning") | |
| with gr.Accordion(i18n("参数"), open=True): | |
| 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("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.Tab(label=i18n("拓展")): | |
| gr.Markdown( | |
| "Will be here soon...\n(We hope)\n\nAnd we hope you can help us to make more extensions!") | |
| # changeAPIURLBtn = gr.Button(i18n("🔄 切换API地址")) | |
| with gr.Row(elem_id="popup-wrapper"): | |
| with gr.Box(elem_id="chuanhu-popup"): | |
| with gr.Box(elem_id="chuanhu-setting"): | |
| with gr.Row(): | |
| gr.Markdown("## "+i18n("设置")) | |
| gr.HTML(get_html("close_btn.html").format( | |
| obj="box"), elem_classes="close-btn") | |
| with gr.Tabs(elem_id="chuanhu-setting-tabs"): | |
| with gr.Tab(label=i18n("模型")): | |
| 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", visible=show_api_billing) | |
| 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", visible=show_api_billing) | |
| # 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(): | |
| 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], | |
| ) | |
| with gr.Tab(label=i18n("高级")): | |
| gr.HTML(get_html("appearance_switcher.html").format( | |
| label=i18n("切换亮暗色主题")), elem_classes="insert-block", visible=False) | |
| use_streaming_checkbox = gr.Checkbox( | |
| label=i18n("实时传输回答"), value=True, visible=ENABLE_STREAMING_OPTION, elem_classes="switch-checkbox" | |
| ) | |
| name_chat_method = gr.Dropdown( | |
| label=i18n("对话命名方式"), | |
| choices=HISTORY_NAME_METHODS, | |
| multiselect=False, | |
| interactive=True, | |
| value=HISTORY_NAME_METHODS[chat_name_method_index], | |
| ) | |
| single_turn_checkbox = gr.Checkbox(label=i18n( | |
| "单轮对话"), value=False, elem_classes="switch-checkbox", elem_id="gr-single-session-cb", visible=False) | |
| # checkUpdateBtn = gr.Button(i18n("🔄 检查更新..."), visible=check_update) | |
| with gr.Tab(i18n("网络")): | |
| gr.Markdown( | |
| i18n("⚠️ 为保证API-Key安全，请在配置文件`config.json`中修改网络设置"), elem_id="netsetting-warning") | |
| default_btn = gr.Button(i18n("🔙 恢复默认网络设置")) | |
| # 网络代理 | |
| proxyTxt = gr.Textbox( | |
| show_label=True, | |
| placeholder=i18n("未设置代理..."), | |
| label=i18n("代理地址"), | |
| value=config.http_proxy, | |
| lines=1, | |
| interactive=False, | |
| # container=False, | |
| elem_classes="view-only-textbox no-container", | |
| ) | |
| # changeProxyBtn = gr.Button(i18n("🔄 设置代理地址")) | |
| # 优先展示自定义的api_host | |
| apihostTxt = gr.Textbox( | |
| show_label=True, | |
| placeholder="api.openai.com", | |
| label="OpenAI API-Host", | |
| value=config.api_host or shared.API_HOST, | |
| lines=1, | |
| interactive=False, | |
| # container=False, | |
| elem_classes="view-only-textbox no-container", | |
| ) | |
| with gr.Tab(label=i18n("关于"), elem_id="about-tab"): | |
| gr.Markdown( | |
| '<img alt="Chuanhu Chat logo" src="file=web_assets/icon/any-icon-512.png" style="max-width: 144px;">') | |
| gr.Markdown("# "+i18n("川虎Chat")) | |
| gr.HTML(get_html("footer.html").format( | |
| versions=versions_html()), elem_id="footer") | |
| gr.Markdown(CHUANHU_DESCRIPTION, elem_id="description") | |
| with gr.Box(elem_id="chuanhu-training"): | |
| with gr.Row(): | |
| gr.Markdown("## "+i18n("训练")) | |
| gr.HTML(get_html("close_btn.html").format( | |
| obj="box"), elem_classes="close-btn") | |
| with gr.Tabs(elem_id="chuanhu-training-tabs"): | |
| with gr.Tab(label="OpenAI "+i18n("微调")): | |
| openai_train_status = gr.Markdown(label=i18n("训练状态"), value=i18n( | |
| "查看[使用介绍](https://github.com/GaiZhenbiao/ChuanhuChatGPT/wiki/使用教程#微调-gpt-35)")) | |
| with gr.Tab(label=i18n("准备数据集")): | |
| dataset_preview_json = gr.JSON( | |
| label=i18n("数据集预览")) | |
| dataset_selection = gr.Files(label=i18n("选择数据集"), file_types=[ | |
| ".xlsx", ".jsonl"], file_count="single") | |
| upload_to_openai_btn = gr.Button( | |
| i18n("上传到OpenAI"), variant="primary", interactive=False) | |
| with gr.Tab(label=i18n("训练")): | |
| openai_ft_file_id = gr.Textbox(label=i18n( | |
| "文件ID"), value="", lines=1, placeholder=i18n("上传到 OpenAI 后自动填充")) | |
| openai_ft_suffix = gr.Textbox(label=i18n( | |
| "模型名称后缀"), value="", lines=1, placeholder=i18n("可选，用于区分不同的模型")) | |
| openai_train_epoch_slider = gr.Slider(label=i18n( | |
| "训练轮数（Epochs）"), minimum=1, maximum=100, value=3, step=1, interactive=True) | |
| openai_start_train_btn = gr.Button( | |
| i18n("开始训练"), variant="primary", interactive=False) | |
| with gr.Tab(label=i18n("状态")): | |
| openai_status_refresh_btn = gr.Button(i18n("刷新状态")) | |
| openai_cancel_all_jobs_btn = gr.Button( | |
| i18n("取消所有任务")) | |
| add_to_models_btn = gr.Button( | |
| i18n("添加训练好的模型到模型列表"), interactive=False) | |
| with gr.Box(elem_id="web-config", visible=False): | |
| gr.HTML(get_html('web_config.html').format( | |
| enableCheckUpdate_config=check_update, | |
| hideHistoryWhenNotLoggedIn_config=hide_history_when_not_logged_in, | |
| forView_i18n=i18n("仅供查看"), | |
| deleteConfirm_i18n_pref=i18n("你真的要删除 "), | |
| deleteConfirm_i18n_suff=i18n(" 吗？"), | |
| usingLatest_i18n=i18n("您使用的就是最新版！"), | |
| updatingMsg_i18n=i18n("正在尝试更新..."), | |
| updateSuccess_i18n=i18n("更新成功，请重启本程序"), | |
| updateFailure_i18n=i18n( | |
| "更新失败，请尝试[手动更新](https://github.com/GaiZhenbiao/ChuanhuChatGPT/wiki/使用教程#手动更新)"), | |
| regenerate_i18n=i18n("重新生成"), | |
| deleteRound_i18n=i18n("删除这轮问答"), | |
| renameChat_i18n=i18n("重命名该对话"), | |
| validFileName_i18n=i18n("请输入有效的文件名，不要包含以下特殊字符："), | |
| )) | |
| with gr.Box(elem_id="fake-gradio-components", visible=False): | |
| updateChuanhuBtn = gr.Button( | |
| visible=False, elem_classes="invisible-btn", elem_id="update-chuanhu-btn") | |
| changeSingleSessionBtn = gr.Button( | |
| visible=False, elem_classes="invisible-btn", elem_id="change-single-session-btn") | |
| changeOnlineSearchBtn = gr.Button( | |
| visible=False, elem_classes="invisible-btn", elem_id="change-online-search-btn") | |
| historySelectBtn = gr.Button( | |
| visible=False, elem_classes="invisible-btn", elem_id="history-select-btn") # Not used | |
| # 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) | |
| if not hide_history_when_not_logged_in or user_name: | |
| filename, system_prompt, chatbot = current_model.auto_load() | |
| else: | |
| system_prompt = gr.update() | |
| filename = gr.update() | |
| chatbot = gr.Chatbot.update(label=MODELS[DEFAULT_MODEL]) | |
| return user_info, user_name, current_model, toggle_like_btn_visibility(DEFAULT_MODEL), filename, system_prompt, chatbot, init_history_list(user_name) | |
| demo.load(create_greeting, inputs=None, outputs=[ | |
| user_info, user_name, current_model, like_dislike_area, saveFileName, systemPromptTxt, chatbot, historySelectList], 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, historySelectList, user_name], | |
| outputs=[saveFileName, systemPromptTxt, chatbot] | |
| ) | |
| refresh_history_args = dict( | |
| fn=get_history_list, inputs=[user_name], outputs=[historySelectList] | |
| ) | |
| auto_name_chat_history_args = dict( | |
| fn=auto_name_chat_history, | |
| inputs=[current_model, name_chat_method, user_question, chatbot, user_name, single_turn_checkbox], | |
| outputs=[historySelectList], | |
| show_progress=False, | |
| ) | |
| # Chatbot | |
| cancelBtn.click(interrupt, [current_model], []) | |
| user_input.submit(**transfer_input_args).then(** | |
| chatgpt_predict_args).then(**end_outputing_args).then(**auto_name_chat_history_args) | |
| user_input.submit(**get_usage_args) | |
| # user_input.submit(auto_name_chat_history, [current_model, user_question, chatbot, user_name], [historySelectList], show_progress=False) | |
| submitBtn.click(**transfer_input_args).then(**chatgpt_predict_args, | |
| api_name="predict").then(**end_outputing_args).then(**auto_name_chat_history_args) | |
| submitBtn.click(**get_usage_args) | |
| # submitBtn.click(auto_name_chat_history, [current_model, user_question, chatbot, user_name], [historySelectList], show_progress=False) | |
| index_files.upload(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, retain_system_prompt_checkbox], | |
| outputs=[chatbot, status_display, historySelectList, systemPromptTxt], | |
| show_progress=True, | |
| _js='(a,b)=>{return clearChatbot(a,b);}', | |
| ) | |
| 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], [ | |
| current_model, status_display, chatbot, lora_select_dropdown, user_api_key, keyTxt], show_progress=True, api_name="get_model") | |
| model_select_dropdown.change(toggle_like_btn_visibility, [model_select_dropdown], [ | |
| like_dislike_area], show_progress=False) | |
| # model_select_dropdown.change( | |
| # toggle_file_type, [model_select_dropdown], [index_files], 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], [current_model, status_display, chatbot], show_progress=True) | |
| # Template | |
| systemPromptTxt.change(set_system_prompt, [ | |
| current_model, systemPromptTxt], None) | |
| templateRefreshBtn.click(get_template_dropdown, None, [ | |
| templateFileSelectDropdown]) | |
| templateFileSelectDropdown.input( | |
| load_template, | |
| [templateFileSelectDropdown], | |
| [promptTemplates, templateSelectDropdown], | |
| show_progress=True, | |
| ) | |
| templateSelectDropdown.change( | |
| get_template_content, | |
| [promptTemplates, templateSelectDropdown, systemPromptTxt], | |
| [systemPromptTxt], | |
| show_progress=True, | |
| ) | |
| # S&L | |
| renameHistoryBtn.click( | |
| rename_chat_history, | |
| [current_model, saveFileName, chatbot, user_name], | |
| [historySelectList], | |
| show_progress=True, | |
| _js='(a,b,c,d)=>{return saveChatHistory(a,b,c,d);}' | |
| ) | |
| exportMarkdownBtn.click( | |
| export_markdown, | |
| [current_model, saveFileName, chatbot, user_name], | |
| [], | |
| show_progress=True, | |
| ) | |
| historyRefreshBtn.click(**refresh_history_args) | |
| historyDeleteBtn.click(delete_chat_history, [current_model, historySelectList, user_name], [status_display, historySelectList, chatbot], _js='(a,b,c)=>{return showConfirmationDialog(a, b, c);}').then( | |
| reset, | |
| inputs=[current_model, retain_system_prompt_checkbox], | |
| outputs=[chatbot, status_display, historySelectList, systemPromptTxt], | |
| show_progress=True, | |
| _js='(a,b)=>{return clearChatbot(a,b);}', | |
| ) | |
| historySelectList.input(**load_history_from_file_args) | |
| uploadFileBtn.upload(upload_chat_history, [current_model, uploadFileBtn, user_name], [ | |
| saveFileName, systemPromptTxt, chatbot]).then(**refresh_history_args) | |
| historyDownloadBtn.click(None, [ | |
| user_name, historySelectList], None, _js='(a,b)=>{return downloadHistory(a,b,".json");}') | |
| historyMarkdownDownloadBtn.click(None, [ | |
| user_name, historySelectList], None, _js='(a,b)=>{return downloadHistory(a,b,".md");}') | |
| historySearchTextbox.input( | |
| filter_history, | |
| [user_name, historySearchTextbox], | |
| [historySelectList] | |
| ) | |
| # Train | |
| dataset_selection.upload(handle_dataset_selection, dataset_selection, [ | |
| dataset_preview_json, upload_to_openai_btn, openai_train_status]) | |
| dataset_selection.clear(handle_dataset_clear, [], [ | |
| dataset_preview_json, upload_to_openai_btn]) | |
| upload_to_openai_btn.click(upload_to_openai, [dataset_selection], [ | |
| openai_ft_file_id, openai_train_status], show_progress=True) | |
| openai_ft_file_id.change(lambda x: gr.update(interactive=True) if len( | |
| x) > 0 else gr.update(interactive=False), [openai_ft_file_id], [openai_start_train_btn]) | |
| openai_start_train_btn.click(start_training, [ | |
| openai_ft_file_id, openai_ft_suffix, openai_train_epoch_slider], [openai_train_status]) | |
| openai_status_refresh_btn.click(get_training_status, [], [ | |
| openai_train_status, add_to_models_btn]) | |
| add_to_models_btn.click(add_to_models, [], [ | |
| model_select_dropdown, openai_train_status], show_progress=True) | |
| openai_cancel_all_jobs_btn.click( | |
| cancel_all_jobs, [], [openai_train_status], show_progress=True) | |
| # 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, | |
| # ) | |
| # checkUpdateBtn.click(fn=None, _js='manualCheckUpdate') | |
| # Invisible elements | |
| updateChuanhuBtn.click( | |
| update_chuanhu, | |
| [], | |
| [status_display], | |
| show_progress=True, | |
| ) | |
| changeSingleSessionBtn.click( | |
| fn=lambda value: gr.Checkbox.update(value=value), | |
| inputs=[single_turn_checkbox], | |
| outputs=[single_turn_checkbox], | |
| _js='(a)=>{return bgChangeSingleSession(a);}' | |
| ) | |
| changeOnlineSearchBtn.click( | |
| fn=lambda value: gr.Checkbox.update(value=value), | |
| inputs=[use_websearch_checkbox], | |
| outputs=[use_websearch_checkbox], | |
| _js='(a)=>{return bgChangeOnlineSearch(a);}' | |
| ) | |
| historySelectBtn.click( # This is an experimental feature... Not actually used. | |
| fn=load_chat_history, | |
| inputs=[current_model, historySelectList], | |
| outputs=[saveFileName, systemPromptTxt, chatbot], | |
| _js='(a,b)=>{return bgSelectHistory(a,b);}' | |
| ) | |
| 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( | |
| allowed_paths=["history", "web_assets"], | |
| share=share, | |
| auth=auth_from_conf if authflag else None, | |
| favicon_path="./web_assets/favicon.ico", | |
| inbrowser=not dockerflag, # 禁止在docker下开启inbrowser | |
| ) | |