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hover:underline">Issue #28 - Trench</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/langfuse"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #27 - langfuse</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/thepipe"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #26 - thepi.pe</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/taipy"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #25 - Taipy</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/superlinked"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #24 - Superlinked</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/tea-tasting"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #23 - tea-tasting</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/giskard"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #22 - Giskard</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/khoj"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #21 - Khoj</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/paradedb"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #20 - ParadeDB</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/skyvern"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #19 - Skyvern</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/prisma"><span class="inline -ml-2 text-sm 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text-sm text-blue-700 hover:underline">Issue #13 - Earthly</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/wasp"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #12 - Wasp</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/libsql"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #11 - libSQL</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/postgresml"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #10 - PostgresML</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/electricsql"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #9 - ElectricSQL</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/prompt-flow"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #8 - Prompt flow</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/clipboard"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #7 - Clipboard</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/hoppscotch"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #6 - Hoppscotch</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/metisfl"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #5 - MetisFL</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/chatgpt-js"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #4 - chatgpt.js</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/mockoon"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #3 - Mockoon</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/dlta-ai"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #2 - DLTA-AI</span></a></li><li class="mb-2 leading-3"><a class="cursor-pointer" rel="noopener noreferrer" href="/blog/sniffnet"><span class="inline -ml-2 text-sm text-blue-700 hover:underline">Issue #1 - Sniffnet</span></a></li></ul></div></div></div><div class="w-full flex flex-col justify-start items-center"><div class="w-full p-4 md:p-0 mt-6 md:w-5/6 lg:max-w-6xl h-full flex flex-col justify-start items-center self-center"><img class="hidden md:block w-auto max-w-full object-scale-down" src="/assets/blog/gpt-wrappers/banner.webp" alt=""/><div class="w-auto max-w-6xl mt-4 md:mt-12 prose prose-indigo prose-xl md:prose-2xl flex flex-col justify-center items-center"><h1 class="leading-16">Star History Monthly Dec 2023 | Open-source GPT Wrappers</h1></div><div class="w-full mt-8 mb-2 max-w-6xl px-2 flex flex-row items-center justify-center text-sm text-gray-900 font-semibold trackingwide uppercase"><div class="flex space-x-1 text-gray-500"><span class="text-gray-900">Mila</span><span aria-hidden="true"> · </span><time dateTime="2024-01-19T09:50:06.000Z">Jan 19, 2024</time><span aria-hidden="true"> · </span><span> 4 min read </span></div></div><div class="mt-8 w-full max-w-5xl prose prose-indigo prose-xl md:prose-2xl"><p>GPT wrapper tools offer a service by "wrapping" around ChatGPT API, leveraging the underlying technology to provide an additional functionality not offered directly by OpenAI. What these tools have in common is：</p> <ul> <li>An easy-to-use UI.</li> <li>Comes with pre-trained models and prompts.</li> <li>Novice users can use them.</li> <li>You can use your own OpenAI API key, so you pay for exactly what you use.</li> </ul> <p>With ChatGPT, all you need is the million dollar <a href="https://twitter.com/debarghya_das/status/1748014098967912456">idea</a> to get started.</p> <p>For this issue of Star History monthly, we have located a set of open-source ChatGPT wrapper tools.</p> <ul> <li><a href="#chatgpt-next-web">ChatGPT-Next-Web</a></li> <li><a href="#fastgpt">FastGPT</a></li> <li><a href="#openai-translator">OpenAI Translator</a></li> <li><a href="#flowise">Flowise</a></li> <li><a href="#lobe-chat">Lobe Chat</a></li> </ul> <p><a href="/#labring/fastgpt&flowiseai/flowise&openai-translator/openai-translator&lobehub/lobe-chat&ChatGPTNextWeb/ChatGPT-Next-Web&Date"><img src="/assets/blog/gpt-wrappers/star-history.webp" alt="star-history"></a></p> <h2>ChatGPT-Next-Web</h2> <p><a href="https://github.com/ChatGPTNextWeb/ChatGPT-Next-Web">ChatGPT-Next-Web</a> is a cross-platform UI for ChatGPT (or Gemini), available as a web app or as a compact client on Linux, Windows and MacOS. You can also deploy ChatGPT-Next-Web on Vercel in just a minute.</p> <p><img src="/assets/blog/gpt-wrappers/chatgpt-next-web.webp" alt="chatgpt-next-web"></p> <p>Aside from the built-in prompts powered by <a href="https://github.com/f/awesome-chatgpt-prompts">awesome-chatgpt-prompts</a> (Are you an ETH dev, a financial analyst, or a personal trainer today?), you can also create, share and debug your chat tools with prompt templates.</p> <h2>FastGPT</h2> <p><a href="https://github.com/labring/FastGPT">FastGPT</a> is a knowledge-based QA system built on the LLM, offers out-of-the-box data processing and model invocation capabilities, allows for workflow orchestration. Basically, you can use FastGPT to build your own AI knowledge base.</p> <p><img src="/assets/blog/gpt-wrappers/fastgpt.webp" alt="fastgpt"></p> <p>For example, feed all your docs to FastGPT, and it will organize and group them. When you later ask FastGPT relevant questions, it can directly locate the information in its brain.</p> <h2>OpenAI Translator</h2> <p><a href="https://github.com/openai-translator/openai-translator">OpenAI Translator</a> is a browser extension or a cross-platform desktop app for translation based on ChatGPT API.</p> <p>It started out as a Chrome extension, and has now evolved into a multi-platform desktop app.</p> <p><img src="/assets/blog/gpt-wrappers/openai-translator.webp" alt="openai-translator"></p> <p>As an OpenAI Translator user, it stands out as a GPT wrapper in three ways:</p> <ul> <li>The three different models that it offers: translation, polishing and summarization. It's way more than just a translation tool, but a two-in-one. Have it summarize your readings next time.</li> <li>Chrome extension: need I say more?</li> </ul> <h2>Flowise</h2> <p><a href="https://github.com/FlowiseAI/Flowise">Flowise</a> provides a drag & drop UI to build your customized LLM flow.</p> <p><img src="/assets/blog/gpt-wrappers/flowise.webp" alt="flowise"></p> <p>It is a low-code UI tool for LangChain JS, written in Node Typescript, which aims to provide a seamless platform for easy experimentation flow and prototype design. With Flowise, you can:</p> <ul> <li>Text file Q&A using conversational retrieval QA chain.</li> <li>Language translation using LLM Chain with a Chat Prompt Template and Chat Model.</li> </ul> <p>If you are feeling handy, you can build your own GPT tools with Flowise to replace the previous two tools.</p> <h2>Lobe Chat</h2> <p><a href="https://github.com/lobehub/lobe-chat">Lobe Chat</a> is It's an all-in-one chatbot platform - TTS & STT, vision, plugins, you name it. You can also one-click deploy your private ChatGPT or LLM web app.</p> <p><img src="/assets/blog/gpt-wrappers/lobe-chat.webp" alt="lobe-chat"></p> <p>Lobe Chat is designed to help users make better use of OpenAI's capabilities, while also providing a wide range of applicable features. Its plugin ecosystem is a significant extension. For example, WeatherGPT, Ask Your PDF, Search Engine are just some of the plugins it's equipped with.</p> <h2>My Two Cents</h2> <p>Personally, I am still on the side that AI is more of an assistant tool (aka copilot, until now, that is). Its creativity stems from the human brain and what us humans have taught it. It does a great job of saving us from repetitive tasks and improving our work though.</p> <p>We can learn to master using this tool and make better use of it, tho ;)</p> <h2>Lastly</h2> <p>If you want more AI content, check out earlier editions of the star history open-source monthly:</p> <ul> <li><a href="/blog/tts">TTS (Text-to-Speech) Tools</a></li> <li><a href="/blog/ai-for-postgres">AI Extensions for Postgres</a></li> <li><a href="/blog/coding-ai">GitHub Copilot alternatives</a></li> <li><a href="/blog/cli-tool-for-llm">CLI Tools for Working with LLMs</a></li> <li><a href="/blog/llama2">Llama 2 and Ecosystem</a></li> <li><a href="/blog/star-history-monthly-pick-202303">ChatGPT Special</a></li> </ul> </div></div><div class="mt-12"><iframe src="https://embeds.beehiiv.com/2803dbaa-d8dd-4486-8880-4b843f3a7da6?slim=true" data-test-id="beehiiv-embed" height="52" frameBorder="0" scrolling="no" style="margin:0;border-radius:0px 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44.48 0l22.24-22.24c12.28-12.28 12.28-32.19 0-44.48L242.72 256z"></path></svg></div><a href="https://dify.ai/?utm_source=star-history" class="bg-gray-50 p-2 rounded w-full flex flex-col justify-center items-center mb-2 text-zinc-600 hover:opacity-80 hover:text-blue-600 hover:underline" target="_blank"><img class="w-auto max-w-full" src="/assets/sponsors/dify/logo.webp" alt="Dify"/><span class="text-xs mt-2">Dify: Open-source platform for building LLM apps, from agents to AI workflows.</span></a><a href="https://bytebase.com?utm_source=star-history" class="bg-gray-50 p-2 rounded w-full flex flex-col justify-center items-center mb-2 text-zinc-600 hover:opacity-80 hover:text-blue-600 hover:underline" target="_blank"><img class="w-auto max-w-full" src="/assets/sponsors/bytebase/logo.webp" alt="Bytebase"/><span class="text-xs mt-2">Bytebase: Database DevOps and CI/CD for MySQL, PG, Oracle, SQL Server, Snowflake, ClickHouse, Mongo, Redis</span></a><a href="mailto:star@bytebase.com?subject=I'm interested in sponsoring star-history.com" target="_blank" class="w-full p-2 text-center bg-gray-50 text-xs leading-6 text-gray-400 rounded hover:underline hover:text-blue-600">Your logo</a></div></div></div><script id="__NEXT_DATA__" type="application/json" crossorigin="">{"props":{"pageProps":{"blog":{"title":"Star History Monthly Dec 2023 | Open-source GPT Wrappers","slug":"gpt-wrappers","author":"Mila","featured":true,"featureImage":"/assets/blog/gpt-wrappers/banner.webp","publishedDate":"2024-01-19T09:50:06.000Z","excerpt":"GPT wrappers offer a service by wrapping around ChatGPT API to provide an additional functionality not offered directly by OpenAI itself.","readingTime":4},"parsedBlogHTML":"\u003cp\u003eGPT wrapper tools offer a service by \u0026quot;wrapping\u0026quot; around ChatGPT API, leveraging the underlying technology to provide an additional functionality not offered directly by OpenAI. What these tools have in common is：\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAn easy-to-use UI.\u003c/li\u003e\n\u003cli\u003eComes with pre-trained models and prompts.\u003c/li\u003e\n\u003cli\u003eNovice users can use them.\u003c/li\u003e\n\u003cli\u003eYou can use your own OpenAI API key, so you pay for exactly what you use.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eWith ChatGPT, all you need is the million dollar \u003ca href=\"https://twitter.com/debarghya_das/status/1748014098967912456\"\u003eidea\u003c/a\u003e to get started.\u003c/p\u003e\n\u003cp\u003eFor this issue of Star History monthly, we have located a set of open-source ChatGPT wrapper tools.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"#chatgpt-next-web\"\u003eChatGPT-Next-Web\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"#fastgpt\"\u003eFastGPT\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"#openai-translator\"\u003eOpenAI Translator\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"#flowise\"\u003eFlowise\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"#lobe-chat\"\u003eLobe Chat\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003ca href=\"/#labring/fastgpt\u0026flowiseai/flowise\u0026openai-translator/openai-translator\u0026lobehub/lobe-chat\u0026ChatGPTNextWeb/ChatGPT-Next-Web\u0026Date\"\u003e\u003cimg src=\"/assets/blog/gpt-wrappers/star-history.webp\" alt=\"star-history\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eChatGPT-Next-Web\u003c/h2\u003e\n\u003cp\u003e\u003ca href=\"https://github.com/ChatGPTNextWeb/ChatGPT-Next-Web\"\u003eChatGPT-Next-Web\u003c/a\u003e is a cross-platform UI for ChatGPT (or Gemini), available as a web app or as a compact client on Linux, Windows and MacOS. You can also deploy ChatGPT-Next-Web on Vercel in just a minute.\u003c/p\u003e\n\u003cp\u003e\u003cimg src=\"/assets/blog/gpt-wrappers/chatgpt-next-web.webp\" alt=\"chatgpt-next-web\"\u003e\u003c/p\u003e\n\u003cp\u003eAside from the built-in prompts powered by \u003ca href=\"https://github.com/f/awesome-chatgpt-prompts\"\u003eawesome-chatgpt-prompts\u003c/a\u003e (Are you an ETH dev, a financial analyst, or a personal trainer today?), you can also create, share and debug your chat tools with prompt templates.\u003c/p\u003e\n\u003ch2\u003eFastGPT\u003c/h2\u003e\n\u003cp\u003e\u003ca href=\"https://github.com/labring/FastGPT\"\u003eFastGPT\u003c/a\u003e is a knowledge-based QA system built on the LLM, offers out-of-the-box data processing and model invocation capabilities, allows for workflow orchestration. Basically, you can use FastGPT to build your own AI knowledge base.\u003c/p\u003e\n\u003cp\u003e\u003cimg src=\"/assets/blog/gpt-wrappers/fastgpt.webp\" alt=\"fastgpt\"\u003e\u003c/p\u003e\n\u003cp\u003eFor example, feed all your docs to FastGPT, and it will organize and group them. When you later ask FastGPT relevant questions, it can directly locate the information in its brain.\u003c/p\u003e\n\u003ch2\u003eOpenAI Translator\u003c/h2\u003e\n\u003cp\u003e\u003ca href=\"https://github.com/openai-translator/openai-translator\"\u003eOpenAI Translator\u003c/a\u003e is a browser extension or a cross-platform desktop app for translation based on ChatGPT API.\u003c/p\u003e\n\u003cp\u003eIt started out as a Chrome extension, and has now evolved into a multi-platform desktop app.\u003c/p\u003e\n\u003cp\u003e\u003cimg src=\"/assets/blog/gpt-wrappers/openai-translator.webp\" alt=\"openai-translator\"\u003e\u003c/p\u003e\n\u003cp\u003eAs an OpenAI Translator user, it stands out as a GPT wrapper in three ways:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe three different models that it offers: translation, polishing and summarization. It\u0026#39;s way more than just a translation tool, but a two-in-one. Have it summarize your readings next time.\u003c/li\u003e\n\u003cli\u003eChrome extension: need I say more?\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eFlowise\u003c/h2\u003e\n\u003cp\u003e\u003ca href=\"https://github.com/FlowiseAI/Flowise\"\u003eFlowise\u003c/a\u003e provides a drag \u0026amp; drop UI to build your customized LLM flow.\u003c/p\u003e\n\u003cp\u003e\u003cimg src=\"/assets/blog/gpt-wrappers/flowise.webp\" alt=\"flowise\"\u003e\u003c/p\u003e\n\u003cp\u003eIt is a low-code UI tool for LangChain JS, written in Node Typescript, which aims to provide a seamless platform for easy experimentation flow and prototype design. With Flowise, you can:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eText file Q\u0026amp;A using conversational retrieval QA chain.\u003c/li\u003e\n\u003cli\u003eLanguage translation using LLM Chain with a Chat Prompt Template and Chat Model.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eIf you are feeling handy, you can build your own GPT tools with Flowise to replace the previous two tools.\u003c/p\u003e\n\u003ch2\u003eLobe Chat\u003c/h2\u003e\n\u003cp\u003e\u003ca href=\"https://github.com/lobehub/lobe-chat\"\u003eLobe Chat\u003c/a\u003e is It\u0026#39;s an all-in-one chatbot platform - TTS \u0026amp; STT, vision, plugins, you name it. You can also one-click deploy your private ChatGPT or LLM web app.\u003c/p\u003e\n\u003cp\u003e\u003cimg src=\"/assets/blog/gpt-wrappers/lobe-chat.webp\" alt=\"lobe-chat\"\u003e\u003c/p\u003e\n\u003cp\u003eLobe Chat is designed to help users make better use of OpenAI\u0026#39;s capabilities, while also providing a wide range of applicable features. Its plugin ecosystem is a significant extension. For example, WeatherGPT, Ask Your PDF, Search Engine are just some of the plugins it\u0026#39;s equipped with.\u003c/p\u003e\n\u003ch2\u003eMy Two Cents\u003c/h2\u003e\n\u003cp\u003ePersonally, I am still on the side that AI is more of an assistant tool (aka copilot, until now, that is). Its creativity stems from the human brain and what us humans have taught it. It does a great job of saving us from repetitive tasks and improving our work though.\u003c/p\u003e\n\u003cp\u003eWe can learn to master using this tool and make better use of it, tho ;)\u003c/p\u003e\n\u003ch2\u003eLastly\u003c/h2\u003e\n\u003cp\u003eIf you want more AI content, check out earlier editions of the star history open-source monthly:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"/blog/tts\"\u003eTTS (Text-to-Speech) Tools\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"/blog/ai-for-postgres\"\u003eAI Extensions for Postgres\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"/blog/coding-ai\"\u003eGitHub Copilot alternatives\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"/blog/cli-tool-for-llm\"\u003eCLI Tools for Working with LLMs\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"/blog/llama2\"\u003eLlama 2 and Ecosystem\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"/blog/star-history-monthly-pick-202303\"\u003eChatGPT Special\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n"},"__N_SSG":true},"page":"/blog/[slug]","query":{"slug":"gpt-wrappers"},"buildId":"xKX4ZiOi_N7h3OBOEsSZu","isFallback":false,"gsp":true,"scriptLoader":[]}</script></body></html>