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GitHub - shibing624/chatgpt-webui: ChatGPT WebUI using gradio. 给 LLM 对话和检索知识问答RAG提供一个简单好用的Web UI界面
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data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Copilot</div> Write better code with AI </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" 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1.75h-9.69l-3.573 3.573A1.458 1.458 0 0 1 5 21.043V18.5H3.25a1.75 1.75 0 0 1-1.75-1.75ZM3.25 4a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h2.5a.75.75 0 0 1 .75.75v3.19l3.72-3.72a.749.749 0 0 1 .53-.22h10a.25.25 0 0 0 .25-.25V4.25a.25.25 0 0 0-.25-.25Z"></path> </svg> <div> <div class="color-fg-default h4">Code Review</div> Manage code changes </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"discussions","context":"product","tag":"link","label":"discussions_link_product_navbar"}" href="https://github.com/features/discussions"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-comment-discussion color-fg-subtle mr-3"> <path d="M1.75 1h12.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 14.25 14H8.061l-2.574 2.573A1.458 1.458 0 0 1 3 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12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Solutions <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 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Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all_industries","context":"solutions","tag":"link","label":"view_all_industries_link_solutions_navbar"}" href="/solutions/industry"> View all industries </a></li> </ul> </div> </div> <div class="HeaderMenu-trailing-link rounded-bottom-2 flex-shrink-0 mt-lg-4 px-lg-4 py-4 py-lg-3 f5 text-semibold"> <a href="/solutions"> View all solutions <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right HeaderMenu-trailing-link-icon"> <path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path> </svg> </a> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Resources <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-topics-heading">Topics</span> <ul 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data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"executive_insights","context":"resources","tag":"link","label":"executive_insights_link_resources_navbar"}" href="https://github.com/solutions/executive-insights"> Executive Insights </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"github_sponsors","context":"open_source","tag":"link","label":"github_sponsors_link_open_source_navbar"}" href="/sponsors"> <div> <div class="color-fg-default h4">GitHub Sponsors</div> Fund open source developers </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"the_readme_project","context":"open_source","tag":"link","label":"the_readme_project_link_open_source_navbar"}" href="https://github.com/readme"> <div> <div class="color-fg-default h4">The ReadME Project</div> GitHub community articles </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="open-source-repositories-heading">Repositories</span> <ul class="list-style-none f5" aria-labelledby="open-source-repositories-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"topics","context":"open_source","tag":"link","label":"topics_link_open_source_navbar"}" href="https://github.com/topics"> Topics </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"trending","context":"open_source","tag":"link","label":"trending_link_open_source_navbar"}" href="https://github.com/trending"> Trending </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" 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</div> </modal-dialog></div> </div> <div data-action="click:qbsearch-input#retract" class="dark-backdrop position-fixed" hidden data-target="qbsearch-input.darkBackdrop"></div> <div class="color-fg-default"> <dialog-helper> <dialog data-target="qbsearch-input.feedbackDialog" data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="feedback-dialog" aria-modal="true" aria-labelledby="feedback-dialog-title" aria-describedby="feedback-dialog-description" data-view-component="true" class="Overlay Overlay-whenNarrow Overlay--size-medium Overlay--motion-scaleFade Overlay--disableScroll"> <div data-view-component="true" class="Overlay-header"> <div class="Overlay-headerContentWrap"> <div class="Overlay-titleWrap"> <h1 class="Overlay-title " id="feedback-dialog-title"> Provide feedback </h1> </div> <div class="Overlay-actionWrap"> <button data-close-dialog-id="feedback-dialog" aria-label="Close" type="button" data-view-component="true" class="close-button 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seriously.</p> <textarea name="feedback" class="form-control width-full mb-2" style="height: 120px" id="feedback"></textarea> <input name="include_email" id="include_email" aria-label="Include my email address so I can be contacted" class="form-control mr-2" type="checkbox"> <label for="include_email" style="font-weight: normal">Include my email address so I can be contacted</label> </form></div> </scrollable-region> <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd"> <button data-close-dialog-id="feedback-dialog" type="button" data-view-component="true" class="btn"> Cancel </button> <button form="code-search-feedback-form" data-action="click:qbsearch-input#submitFeedback" type="submit" data-view-component="true" class="btn-primary btn"> Submit feedback </button> </div> </dialog></dialog-helper> <custom-scopes data-target="qbsearch-input.customScopesManager"> <dialog-helper> <dialog data-target="custom-scopes.customScopesModalDialog" data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="custom-scopes-dialog" aria-modal="true" aria-labelledby="custom-scopes-dialog-title" aria-describedby="custom-scopes-dialog-description" data-view-component="true" class="Overlay Overlay-whenNarrow Overlay--size-medium Overlay--motion-scaleFade Overlay--disableScroll"> <div data-view-component="true" class="Overlay-header Overlay-header--divided"> <div class="Overlay-headerContentWrap"> <div class="Overlay-titleWrap"> <h1 class="Overlay-title " id="custom-scopes-dialog-title"> Saved searches </h1> <h2 id="custom-scopes-dialog-description" class="Overlay-description">Use saved searches to filter your results more quickly</h2> </div> <div class="Overlay-actionWrap"> <button data-close-dialog-id="custom-scopes-dialog" aria-label="Close" type="button" data-view-component="true" class="close-button Overlay-closeButton"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg></button> </div> </div> </div> <scrollable-region data-labelled-by="custom-scopes-dialog-title"> <div data-view-component="true" class="Overlay-body"> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <div hidden class="create-custom-scope-form" data-target="custom-scopes.createCustomScopeForm"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="custom-scopes-dialog-form" data-turbo="false" action="/search/custom_scopes" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" 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href=\"https://github.com/shibing624/chatgpt-webui/blob/main/README.md\"\u003e\u003cstrong\u003e🇨🇳中文\u003c/strong\u003e\u003c/a\u003e | \u003ca href=\"https://github.com/shibing624/chatgpt-webui/blob/main/README_EN.md\"\u003e\u003cstrong\u003e🌐English\u003c/strong\u003e\u003c/a\u003e | \u003ca href=\"https://github.com/shibing624/chatgpt-webui/wiki\"\u003e\u003cstrong\u003e📖文档/Docs\u003c/strong\u003e\u003c/a\u003e | \u003ca href=\"https://huggingface.co/shibing624\" rel=\"nofollow\"\u003e\u003cstrong\u003e🤖模型/Models\u003c/strong\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdiv align=\"center\" dir=\"auto\"\u003e\n \u003ca href=\"https://github.com/shibing624/chatgpt-webui\"\u003e\n \u003cimg src=\"https://github.com/shibing624/chatgpt-webui/raw/main/assets/icon.png\" height=\"100\" alt=\"Logo\" style=\"max-width: 100%;\"\u003e\n \u003c/a\u003e\n\u003c/div\u003e\n\u003chr\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" 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2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"/shibing624/chatgpt-webui/blob/main/LICENSE\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/c355f200ea90fddaa407b6eaab303663a669248ea3ca7b1fcf77dbe04ff5f48c/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f6c6963656e73652d417061636865253230322e302d626c75652e737667\" alt=\"License Apache 2.0\" data-canonical-src=\"https://img.shields.io/badge/license-Apache%202.0-blue.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"/shibing624/chatgpt-webui/blob/main/requirements.txt\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/99c6d02820c7893a1252e0835a0d6ea23b7b83149954ec3e4290d80e379a0be9/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f507974686f6e2d332e382532422d677265656e2e737667\" alt=\"python_version\" data-canonical-src=\"https://img.shields.io/badge/Python-3.8%2B-green.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/shibing624/chatgpt-webui/issues\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/c97cd188f7d3c705b1523f66ac829b465c8bc5d3d8c14484b5bb9ad262627e1c/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f6973737565732f73686962696e673632342f636861746770742d77656275692e737667\" alt=\"GitHub issues\" data-canonical-src=\"https://img.shields.io/github/issues/shibing624/chatgpt-webui.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"#Contact\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/08fc052e99d2f73902a1a0ab3e1a8b7af054b4e4666c96cfc6402efbecd5dca5/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f7765636861742d67726f75702d677265656e2e7376673f6c6f676f3d776563686174\" alt=\"Wechat Group\" data-canonical-src=\"https://img.shields.io/badge/wechat-group-green.svg?logo=wechat\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003echatgpt-webui\u003c/strong\u003e: ChatGPT webui using gradio. 为ChatGPT等多种LLM提供了一个轻快好用的Web图形界面\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://github.com/shibing624/chatgpt-webui/blob/main/docs/chat.png\"\u003e\u003cimg src=\"https://github.com/shibing624/chatgpt-webui/raw/main/docs/chat.png\" alt=\"img\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e✨ Features\u003c/h2\u003e\u003ca id=\"user-content--features\" class=\"anchor\" aria-label=\"Permalink: ✨ Features\" href=\"#-features\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e本项目基于 \u003ca href=\"https://github.com/GaiZhenbiao/ChuanhuChatGPT\"\u003eChuanhuChatGPT\u003c/a\u003e 简化而来，主要改动如下：\u003c/p\u003e\n\u003col dir=\"auto\"\u003e\n\u003cli\u003e简化了WebUI页面，只保留核心的ChatGPT对话(LLM)、文档检索对话（RAG）功能，去除了midjourney等功能\u003c/li\u003e\n\u003cli\u003e重构了代码逻辑和结构，规范python语法，轻量化项目依赖库\u003c/li\u003e\n\u003cli\u003e保留本地大语言模型对话，方便扩展本地模型\u003c/li\u003e\n\u003cli\u003e支持nginx反向代理，静态文件使用相对路径，方便部署\u003c/li\u003e\n\u003cli\u003e提升RAG检索准确率\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e引入jieba分词的rank_BM25，提升对query关键词的字面匹配，使用字面相似度+sentence embedding向量相似度加权获取corpus候选集\u003c/li\u003e\n\u003cli\u003eRAG底模优化，使用基于RAG微调的模型\u003c/li\u003e\n\u003cli\u003eChinese chunk切分优化\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e优化了在线搜索功能，支持DuckDuckGo、Google、Bing、Serper等搜索引擎，提升搜索准确率\u003c/li\u003e\n\u003c/ol\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e支持模型\u003c/h2\u003e\u003ca id=\"user-content-支持模型\" class=\"anchor\" aria-label=\"Permalink: 支持模型\" href=\"#支持模型\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://chat.openai.com\" rel=\"nofollow\"\u003eChatGPT(GPT-4)\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://azure.microsoft.com/en-us/products/ai-services/openai-service\" rel=\"nofollow\"\u003eAzure OpenAI\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/THUDM/ChatGLM3\"\u003eChatGLM3-6b\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ymcui/Chinese-LLaMA-Alpaca-2\"\u003eChinese-LLaMA-Alpaca-2\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/01-ai/Yi\"\u003eYI\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e使用技巧\u003c/h2\u003e\u003ca id=\"user-content-使用技巧\" class=\"anchor\" aria-label=\"Permalink: 使用技巧\" href=\"#使用技巧\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e💪 强力功能\u003c/h3\u003e\u003ca id=\"user-content--强力功能\" class=\"anchor\" aria-label=\"Permalink: 💪 强力功能\" href=\"#-强力功能\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003eGPT4 API\u003c/strong\u003e：基于代理配置GPT4 API，支持多用户对话；\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e本地部署LLM\u003c/strong\u003e：一键部署，获取属于你自己的大语言模型。\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🤖 System Prompt\u003c/h3\u003e\u003ca id=\"user-content--system-prompt\" class=\"anchor\" aria-label=\"Permalink: 🤖 System Prompt\" href=\"#-system-prompt\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e通过 System Prompt 设定前提条件，可以很有效地进行角色扮演；\u003c/li\u003e\n\u003cli\u003e川虎Chat 预设了Prompt模板，点击\u003ccode\u003e加载Prompt模板\u003c/code\u003e，先选择 Prompt 模板集合，然后在下方选择想要的 Prompt。\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e💬 基础对话\u003c/h3\u003e\u003ca id=\"user-content--基础对话\" class=\"anchor\" aria-label=\"Permalink: 💬 基础对话\" href=\"#-基础对话\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e如果回答不满意，可以使用 \u003ccode\u003e重新生成\u003c/code\u003e 按钮再试一次，或者直接 \u003ccode\u003e删除这轮对话\u003c/code\u003e;\u003c/li\u003e\n\u003cli\u003e输入框支持换行，按 \u003ckbd\u003eShift\u003c/kbd\u003e + \u003ckbd\u003eEnter\u003c/kbd\u003e即可；\u003c/li\u003e\n\u003cli\u003e在输入框按 \u003ckbd\u003e↑\u003c/kbd\u003e \u003ckbd\u003e↓\u003c/kbd\u003e 方向键，可以在发送记录中快速切换；\u003c/li\u003e\n\u003cli\u003e每次新建一个对话太麻烦，试试 \u003ccode\u003e单论对话\u003c/code\u003e 功能；\u003c/li\u003e\n\u003cli\u003e回答气泡旁边的小按钮，不仅能 \u003ccode\u003e一键复制\u003c/code\u003e，还能 \u003ccode\u003e查看Markdown原文\u003c/code\u003e；\u003c/li\u003e\n\u003cli\u003e指定回答语言，让 ChatGPT 固定以某种语言回答。\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e📜 对话历史\u003c/h3\u003e\u003ca id=\"user-content--对话历史\" class=\"anchor\" aria-label=\"Permalink: 📜 对话历史\" href=\"#-对话历史\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e对话历史记录会被自动保存，不用担心问完之后找不到了；\u003c/li\u003e\n\u003cli\u003e多用户历史记录隔离，除了你都看不到；\u003c/li\u003e\n\u003cli\u003e重命名历史记录，方便日后查找；\u003c/li\u003e\n\u003cli\u003e\u003csup\u003eNew!\u003c/sup\u003e 魔法般自动命名历史记录，让 LLM 理解对话内容，帮你自动为历史记录命名！\u003c/li\u003e\n\u003cli\u003e\u003csup\u003eNew!\u003c/sup\u003e 搜索历史记录，支持正则表达式！\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🖼️ 小而美的体验\u003c/h3\u003e\u003ca id=\"user-content-️-小而美的体验\" class=\"anchor\" aria-label=\"Permalink: 🖼️ 小而美的体验\" href=\"#️-小而美的体验\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e自研 Small-and-Beautiful 主题，带给你小而美的体验；\u003c/li\u003e\n\u003cli\u003e自动亮暗色切换，给你从早到晚的舒适体验；\u003c/li\u003e\n\u003cli\u003e完美渲染 LaTeX / 表格 / 代码块，支持代码高亮；\u003c/li\u003e\n\u003cli\u003e\u003csup\u003eNew!\u003c/sup\u003e 非线性动画、毛玻璃效果，精致得不像 Gradio！\u003c/li\u003e\n\u003cli\u003e\u003csup\u003eNew!\u003c/sup\u003e 适配 Windows / macOS / Linux / iOS / Android，从图标到全面屏适配，给你最合适的体验！\u003c/li\u003e\n\u003cli\u003e\u003csup\u003eNew!\u003c/sup\u003e 支持以 PWA应用程序 安装，体验更加原生！\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e👨💻 极客功能\u003c/h3\u003e\u003ca id=\"user-content--极客功能\" class=\"anchor\" aria-label=\"Permalink: 👨💻 极客功能\" href=\"#-极客功能\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e大量 LLM 参数可调；\u003c/li\u003e\n\u003cli\u003e支持更换 api-host；\u003c/li\u003e\n\u003cli\u003e支持自定义代理；\u003c/li\u003e\n\u003cli\u003e支持多 api-key 负载均衡。\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e⚒️ 部署相关\u003c/h3\u003e\u003ca id=\"user-content-️-部署相关\" class=\"anchor\" aria-label=\"Permalink: ⚒️ 部署相关\" href=\"#️-部署相关\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e部署到服务器：在 \u003ccode\u003econfig.json\u003c/code\u003e 中设置 \u003ccode\u003e\"server_name\": \"0.0.0.0\", \"server_port\": \u0026lt;你的端口号\u0026gt;,\u003c/code\u003e。\u003c/li\u003e\n\u003cli\u003e获取公共链接：在 \u003ccode\u003econfig.json\u003c/code\u003e 中设置 \u003ccode\u003e\"share\": true,\u003c/code\u003e。注意程序必须在运行，才能通过公共链接访问。\u003c/li\u003e\n\u003cli\u003e在Hugging Face上使用：建议在右上角 \u003cstrong\u003e复制Space\u003c/strong\u003e 再使用，这样App反应可能会快一点。\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e快速上手\u003c/h2\u003e\u003ca id=\"user-content-快速上手\" class=\"anchor\" aria-label=\"Permalink: 快速上手\" href=\"#快速上手\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e在终端执行以下命令：\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"git clone https://github.com/shibing624/chatgpt-webui.git\ncd chatgpt-webui\npip install -r requirements.txt\"\u003e\u003cpre\u003egit clone https://github.com/shibing624/chatgpt-webui.git\n\u003cspan class=\"pl-c1\"\u003ecd\u003c/span\u003e chatgpt-webui\npip install -r requirements.txt\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e然后，在项目文件夹中复制一份 \u003ccode\u003econfig_example.json\u003c/code\u003e，并将其重命名为 \u003ccode\u003econfig.json\u003c/code\u003e，在其中填入 \u003ccode\u003eAPI-Key\u003c/code\u003e 等设置。\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"python main.py\"\u003e\u003cpre\u003epython main.py\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e一个浏览器窗口将会自动打开，可以与ChatGPT或其他模型进行对话。\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e疑难杂症解决\u003c/h2\u003e\u003ca id=\"user-content-疑难杂症解决\" class=\"anchor\" aria-label=\"Permalink: 疑难杂症解决\" href=\"#疑难杂症解决\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e在遇到各种问题查阅相关信息前，您可以先尝试 \u003cstrong\u003e手动拉取本项目的最新更改\u003csup\u003e1\u003c/sup\u003e\u003c/strong\u003e 并 \u003cstrong\u003e更新依赖库\u003csup\u003e2\u003c/sup\u003e\u003c/strong\u003e，然后重试。步骤为：\u003c/p\u003e\n\u003col dir=\"auto\"\u003e\n\u003cli\u003e点击网页上的 \u003ccode\u003eDownload ZIP\u003c/code\u003e 按钮，下载最新代码并解压覆盖，或\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"git pull https://github.com/shibing624/chatgpt-webui.git main -f\"\u003e\u003cpre\u003egit pull https://github.com/shibing624/chatgpt-webui.git main -f\u003c/pre\u003e\u003c/div\u003e\n\u003c/li\u003e\n\u003cli\u003e尝试再次安装依赖（可能本项目引入了新的依赖）\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"pip install -r requirements.txt\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003epip install -r requirements.txt\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n\u003cp dir=\"auto\"\u003e很多时候，这样就可以解决问题。\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e如果问题仍然存在，请查阅该页面：\u003ca href=\"https://github.com/shibing624/chatgpt-webui/wiki/%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98\"\u003e常见问题\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e该页面列出了\u003cstrong\u003e几乎所有\u003c/strong\u003e您可能遇到的各种问题，包括如何配置代理，以及遇到问题后您该采取的措施，\u003cstrong\u003e请务必认真阅读\u003c/strong\u003e。\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eContact\u003c/h2\u003e\u003ca id=\"user-content-contact\" class=\"anchor\" aria-label=\"Permalink: Contact\" href=\"#contact\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eIssue(建议)\n：\u003ca href=\"https://github.com/shibing624/chatgpt-webui/issues\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/c97cd188f7d3c705b1523f66ac829b465c8bc5d3d8c14484b5bb9ad262627e1c/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f6973737565732f73686962696e673632342f636861746770742d77656275692e737667\" alt=\"GitHub issues\" data-canonical-src=\"https://img.shields.io/github/issues/shibing624/chatgpt-webui.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e邮件我：xuming: \u003ca href=\"mailto:xuming624@qq.com\"\u003exuming624@qq.com\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e微信我： 加我\u003cem\u003e微信号：xuming624, 备注：姓名-公司名-NLP\u003c/em\u003e 进NLP交流群（加我拉你进群）。\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://github.com/shibing624/chatgpt-webui/blob/main/docs/wechat.jpeg\"\u003e\u003cimg src=\"https://github.com/shibing624/chatgpt-webui/raw/main/docs/wechat.jpeg\" width=\"200\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://github.com/shibing624/chatgpt-webui/blob/main/docs/wechat_group.png\"\u003e\u003cimg src=\"https://github.com/shibing624/chatgpt-webui/raw/main/docs/wechat_group.png\" width=\"200\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003c/article\u003e","loaded":true,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":[{"level":1,"text":"ChatGPT WebUI: ChatGPT webui using gradio","anchor":"chatgpt-webui-chatgpt-webui-using-gradio","htmlText":"ChatGPT WebUI: ChatGPT webui using gradio"},{"level":2,"text":"✨ Features","anchor":"-features","htmlText":"✨ Features"},{"level":2,"text":"支持模型","anchor":"支持模型","htmlText":"支持模型"},{"level":2,"text":"使用技巧","anchor":"使用技巧","htmlText":"使用技巧"},{"level":3,"text":"💪 强力功能","anchor":"-强力功能","htmlText":"💪 强力功能"},{"level":3,"text":"🤖 System Prompt","anchor":"-system-prompt","htmlText":"🤖 System Prompt"},{"level":3,"text":"💬 基础对话","anchor":"-基础对话","htmlText":"💬 基础对话"},{"level":3,"text":"📜 对话历史","anchor":"-对话历史","htmlText":"📜 对话历史"},{"level":3,"text":"🖼️ 小而美的体验","anchor":"️-小而美的体验","htmlText":"🖼️ 小而美的体验"},{"level":3,"text":"👨💻 极客功能","anchor":"-极客功能","htmlText":"👨💻 极客功能"},{"level":3,"text":"⚒️ 部署相关","anchor":"️-部署相关","htmlText":"⚒️ 部署相关"},{"level":2,"text":"快速上手","anchor":"快速上手","htmlText":"快速上手"},{"level":2,"text":"疑难杂症解决","anchor":"疑难杂症解决","htmlText":"疑难杂症解决"},{"level":2,"text":"Contact","anchor":"contact","htmlText":"Contact"}],"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fshibing624%2Fchatgpt-webui"}},{"displayName":"LICENSE","repoName":"chatgpt-webui","refName":"main","path":"LICENSE","preferredFileType":"license","tabName":"Apache-2.0","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fshibing624%2Fchatgpt-webui"}}],"overviewFilesProcessingTime":0}},"appPayload":{"helpUrl":"https://docs.github.com","findFileWorkerPath":"/assets-cdn/worker/find-file-worker-7d7eb7c71814.js","findInFileWorkerPath":"/assets-cdn/worker/find-in-file-worker-96e76d5fdb2c.js","githubDevUrl":null,"enabled_features":{"copilot_workspace":null,"code_nav_ui_events":false,"overview_shared_code_dropdown_button":false,"react_blob_overlay":false,"accessible_code_button":true,"github_models_repo_integration":false}}}}</script> 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href="https://github.com/shibing624/chatgpt-webui"> <img src="https://github.com/shibing624/chatgpt-webui/raw/main/assets/icon.png" height="100" alt="Logo" style="max-width: 100%;"> </a> </div> <hr> <div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">ChatGPT WebUI: ChatGPT webui using gradio</h1><a id="user-content-chatgpt-webui-chatgpt-webui-using-gradio" class="anchor" aria-label="Permalink: ChatGPT WebUI: ChatGPT webui using gradio" href="#chatgpt-webui-chatgpt-webui-using-gradio"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><a href="/shibing624/chatgpt-webui/blob/main/LICENSE"><img src="https://camo.githubusercontent.com/c355f200ea90fddaa407b6eaab303663a669248ea3ca7b1fcf77dbe04ff5f48c/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f6c6963656e73652d417061636865253230322e302d626c75652e737667" alt="License Apache 2.0" data-canonical-src="https://img.shields.io/badge/license-Apache%202.0-blue.svg" style="max-width: 100%;"></a> <a href="/shibing624/chatgpt-webui/blob/main/requirements.txt"><img src="https://camo.githubusercontent.com/99c6d02820c7893a1252e0835a0d6ea23b7b83149954ec3e4290d80e379a0be9/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f507974686f6e2d332e382532422d677265656e2e737667" alt="python_version" data-canonical-src="https://img.shields.io/badge/Python-3.8%2B-green.svg" style="max-width: 100%;"></a> <a href="https://github.com/shibing624/chatgpt-webui/issues"><img src="https://camo.githubusercontent.com/c97cd188f7d3c705b1523f66ac829b465c8bc5d3d8c14484b5bb9ad262627e1c/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f6973737565732f73686962696e673632342f636861746770742d77656275692e737667" alt="GitHub issues" data-canonical-src="https://img.shields.io/github/issues/shibing624/chatgpt-webui.svg" style="max-width: 100%;"></a> <a href="#Contact"><img src="https://camo.githubusercontent.com/08fc052e99d2f73902a1a0ab3e1a8b7af054b4e4666c96cfc6402efbecd5dca5/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f7765636861742d67726f75702d677265656e2e7376673f6c6f676f3d776563686174" alt="Wechat Group" data-canonical-src="https://img.shields.io/badge/wechat-group-green.svg?logo=wechat" style="max-width: 100%;"></a></p> <p dir="auto"><strong>chatgpt-webui</strong>: ChatGPT webui using gradio. 为ChatGPT等多种LLM提供了一个轻快好用的Web图形界面</p> <p dir="auto"><a target="_blank" rel="noopener noreferrer" href="https://github.com/shibing624/chatgpt-webui/blob/main/docs/chat.png"><img src="https://github.com/shibing624/chatgpt-webui/raw/main/docs/chat.png" alt="img" style="max-width: 100%;"></a></p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">✨ Features</h2><a id="user-content--features" class="anchor" aria-label="Permalink: ✨ Features" href="#-features"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">本项目基于 <a href="https://github.com/GaiZhenbiao/ChuanhuChatGPT">ChuanhuChatGPT</a> 简化而来，主要改动如下：</p> <ol dir="auto"> <li>简化了WebUI页面，只保留核心的ChatGPT对话(LLM)、文档检索对话（RAG）功能，去除了midjourney等功能</li> <li>重构了代码逻辑和结构，规范python语法，轻量化项目依赖库</li> <li>保留本地大语言模型对话，方便扩展本地模型</li> <li>支持nginx反向代理，静态文件使用相对路径，方便部署</li> <li>提升RAG检索准确率 <ul dir="auto"> <li>引入jieba分词的rank_BM25，提升对query关键词的字面匹配，使用字面相似度+sentence embedding向量相似度加权获取corpus候选集</li> <li>RAG底模优化，使用基于RAG微调的模型</li> <li>Chinese chunk切分优化</li> </ul> </li> <li>优化了在线搜索功能，支持DuckDuckGo、Google、Bing、Serper等搜索引擎，提升搜索准确率</li> </ol> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">支持模型</h2><a id="user-content-支持模型" class="anchor" aria-label="Permalink: 支持模型" href="#支持模型"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li><a href="https://chat.openai.com" rel="nofollow">ChatGPT(GPT-4)</a></li> <li><a href="https://azure.microsoft.com/en-us/products/ai-services/openai-service" rel="nofollow">Azure OpenAI</a></li> <li><a href="https://github.com/THUDM/ChatGLM3">ChatGLM3-6b</a></li> <li><a href="https://github.com/ymcui/Chinese-LLaMA-Alpaca-2">Chinese-LLaMA-Alpaca-2</a></li> <li><a href="https://github.com/01-ai/Yi">YI</a></li> </ul> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">使用技巧</h2><a id="user-content-使用技巧" class="anchor" aria-label="Permalink: 使用技巧" href="#使用技巧"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">💪 强力功能</h3><a id="user-content--强力功能" class="anchor" aria-label="Permalink: 💪 强力功能" href="#-强力功能"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li><strong>GPT4 API</strong>：基于代理配置GPT4 API，支持多用户对话；</li> <li><strong>本地部署LLM</strong>：一键部署，获取属于你自己的大语言模型。</li> </ul> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">🤖 System Prompt</h3><a id="user-content--system-prompt" class="anchor" aria-label="Permalink: 🤖 System Prompt" href="#-system-prompt"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li>通过 System Prompt 设定前提条件，可以很有效地进行角色扮演；</li> <li>川虎Chat 预设了Prompt模板，点击<code>加载Prompt模板</code>，先选择 Prompt 模板集合，然后在下方选择想要的 Prompt。</li> </ul> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">💬 基础对话</h3><a id="user-content--基础对话" class="anchor" aria-label="Permalink: 💬 基础对话" href="#-基础对话"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li>如果回答不满意，可以使用 <code>重新生成</code> 按钮再试一次，或者直接 <code>删除这轮对话</code>;</li> <li>输入框支持换行，按 <kbd>Shift</kbd> + <kbd>Enter</kbd>即可；</li> <li>在输入框按 <kbd>↑</kbd> <kbd>↓</kbd> 方向键，可以在发送记录中快速切换；</li> <li>每次新建一个对话太麻烦，试试 <code>单论对话</code> 功能；</li> <li>回答气泡旁边的小按钮，不仅能 <code>一键复制</code>，还能 <code>查看Markdown原文</code>；</li> <li>指定回答语言，让 ChatGPT 固定以某种语言回答。</li> </ul> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">📜 对话历史</h3><a id="user-content--对话历史" class="anchor" aria-label="Permalink: 📜 对话历史" href="#-对话历史"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li>对话历史记录会被自动保存，不用担心问完之后找不到了；</li> <li>多用户历史记录隔离，除了你都看不到；</li> <li>重命名历史记录，方便日后查找；</li> <li><sup>New!</sup> 魔法般自动命名历史记录，让 LLM 理解对话内容，帮你自动为历史记录命名！</li> <li><sup>New!</sup> 搜索历史记录，支持正则表达式！</li> </ul> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">🖼️ 小而美的体验</h3><a id="user-content-️-小而美的体验" class="anchor" aria-label="Permalink: 🖼️ 小而美的体验" href="#️-小而美的体验"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li>自研 Small-and-Beautiful 主题，带给你小而美的体验；</li> <li>自动亮暗色切换，给你从早到晚的舒适体验；</li> <li>完美渲染 LaTeX / 表格 / 代码块，支持代码高亮；</li> <li><sup>New!</sup> 非线性动画、毛玻璃效果，精致得不像 Gradio！</li> <li><sup>New!</sup> 适配 Windows / macOS / Linux / iOS / Android，从图标到全面屏适配，给你最合适的体验！</li> <li><sup>New!</sup> 支持以 PWA应用程序 安装，体验更加原生！</li> </ul> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">👨💻 极客功能</h3><a id="user-content--极客功能" class="anchor" aria-label="Permalink: 👨💻 极客功能" href="#-极客功能"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li>大量 LLM 参数可调；</li> <li>支持更换 api-host；</li> <li>支持自定义代理；</li> <li>支持多 api-key 负载均衡。</li> </ul> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">⚒️ 部署相关</h3><a id="user-content-️-部署相关" class="anchor" aria-label="Permalink: ⚒️ 部署相关" href="#️-部署相关"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li>部署到服务器：在 <code>config.json</code> 中设置 <code>"server_name": "0.0.0.0", "server_port": <你的端口号>,</code>。</li> <li>获取公共链接：在 <code>config.json</code> 中设置 <code>"share": true,</code>。注意程序必须在运行，才能通过公共链接访问。</li> <li>在Hugging Face上使用：建议在右上角 <strong>复制Space</strong> 再使用，这样App反应可能会快一点。</li> </ul> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">快速上手</h2><a id="user-content-快速上手" class="anchor" aria-label="Permalink: 快速上手" href="#快速上手"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">在终端执行以下命令：</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="git clone https://github.com/shibing624/chatgpt-webui.git cd chatgpt-webui pip install -r requirements.txt"><pre>git clone https://github.com/shibing624/chatgpt-webui.git <span class="pl-c1">cd</span> chatgpt-webui pip install -r requirements.txt</pre></div> <p dir="auto">然后，在项目文件夹中复制一份 <code>config_example.json</code>，并将其重命名为 <code>config.json</code>，在其中填入 <code>API-Key</code> 等设置。</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="python main.py"><pre>python main.py</pre></div> <p dir="auto">一个浏览器窗口将会自动打开，可以与ChatGPT或其他模型进行对话。</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">疑难杂症解决</h2><a id="user-content-疑难杂症解决" class="anchor" aria-label="Permalink: 疑难杂症解决" href="#疑难杂症解决"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">在遇到各种问题查阅相关信息前，您可以先尝试 <strong>手动拉取本项目的最新更改<sup>1</sup></strong> 并 <strong>更新依赖库<sup>2</sup></strong>，然后重试。步骤为：</p> <ol dir="auto"> <li>点击网页上的 <code>Download ZIP</code> 按钮，下载最新代码并解压覆盖，或 <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="git pull https://github.com/shibing624/chatgpt-webui.git main -f"><pre>git pull https://github.com/shibing624/chatgpt-webui.git main -f</pre></div> </li> <li>尝试再次安装依赖（可能本项目引入了新的依赖） <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="pip install -r requirements.txt"><pre class="notranslate"><code>pip install -r requirements.txt </code></pre></div> </li> </ol> <p dir="auto">很多时候，这样就可以解决问题。</p> <p dir="auto">如果问题仍然存在，请查阅该页面：<a href="https://github.com/shibing624/chatgpt-webui/wiki/%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98">常见问题</a></p> <p dir="auto">该页面列出了<strong>几乎所有</strong>您可能遇到的各种问题，包括如何配置代理，以及遇到问题后您该采取的措施，<strong>请务必认真阅读</strong>。</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Contact</h2><a id="user-content-contact" class="anchor" aria-label="Permalink: Contact" href="#contact"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li>Issue(建议) ：<a href="https://github.com/shibing624/chatgpt-webui/issues"><img src="https://camo.githubusercontent.com/c97cd188f7d3c705b1523f66ac829b465c8bc5d3d8c14484b5bb9ad262627e1c/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f6973737565732f73686962696e673632342f636861746770742d77656275692e737667" alt="GitHub issues" data-canonical-src="https://img.shields.io/github/issues/shibing624/chatgpt-webui.svg" style="max-width: 100%;"></a></li> <li>邮件我：xuming: <a href="mailto:xuming624@qq.com">xuming624@qq.com</a></li> <li>微信我： 加我<em>微信号：xuming624, 备注：姓名-公司名-NLP</em> 进NLP交流群（加我拉你进群）。</li> </ul> <p dir="auto"><a target="_blank" rel="noopener noreferrer" href="https://github.com/shibing624/chatgpt-webui/blob/main/docs/wechat.jpeg"><img src="https://github.com/shibing624/chatgpt-webui/raw/main/docs/wechat.jpeg" width="200" style="max-width: 100%;"></a></p> <p dir="auto"><a 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