21 Best Free Open-source ChatGPT and OpenAI -based Self-hosted Projects(chatgpt open source ai)
ChatGPT与OpenAI开源AI的对照与特点探讨
在现今AI领域，OpenAI和ChatGPT作为代表已成为热门的话题。OpenAI是一个非营利性研究组织，致力于创造安全和有益的人工智能技术，并将其推广给全球人类。而ChatGPT则是OpenAI旗下的一款自然语言处理模型，虽然最初版的GPT存在一些问题，但OpenAI通过不断的改进和升级，将ChatGPT打造成了一款功能强大且逼真的聊天机器人。
一、OpenAI与ChatGPT简介
OpenAI致力于创造安全和有益的人工智能技术，并使之惠及全球人类。作为一个非营利性研究组织，OpenAI致力于推动人工智能技术的发展，为社会做出积极的贡献。
ChatGPT是OpenAI旗下的一款自然语言处理模型，它通过学习人类语言进行交换，并根据上下文进行互动。ChatGPT已在广泛的利用领域中展现了强大的利用潜力，成了人们生活中的有力助手。
二、OpenAI的开源特点
OpenAI以开放性和透明性闻名于世。他们提供了大量开源数据集和模型，使得广大开发者可以自由地使用和改进OpenAI的技术。这类开源共享的理念增进了人工智能领域的创新和合作，使愈来愈多的人能够参与到AI技术的发展中来，加速技术的迭代和进步。
三、ChatGPT的开源特点
作为一款开源AI聊天机器人，ChatGPT具有广阔的前景。OpenAI会不断升级和完善ChatGPT，为用户带来更好的体验。开源的特点吸引了更多的开发者和用户参与其中，推动了技术的发展。用户可以自由地使用和改进ChatGPT，满足区别的利用场景和需求。
四、ChatGPT与OpenAI开源AI的对照与最新动态
近期，OpenAI推出了ChatGPT Plus定阅计划，这一计划为用户提供了更好的服务响应和新功能优先权。用户可以通过定阅计划取得更好的体验。
值得注意的是，目前ChatGPT Plus仅限美国用户使用，但OpenAI计划将其扩大到其他国家和地区，以满足全球用户对ChatGPT的需求。
五、ChatGPT的开源替换品
除ChatGPT外，还存在一些开源的替换品。例如，ColossalChat是一个允许克隆AI模型的开源项目，用户可以通过完全的强化学习从人类反馈中训练AI模型。还有一些开源ChatGPT的替换品，如LLaMa和Alpaca，它们提供类似ChatGPT的聊天机器人功能，并且可以自由地使用和改进。
总的来讲，OpenAI和ChatGPT作为开源AI技术的代表，致力于推动人工智能技术的发展，并将其惠及全球人类。通过开源共享的方式，OpenAI和ChatGPT带来了更多的机会和创新，为AI技术的发展注入了活力。
chatgpt open source ai的进一步展开说明
Introduction
ChatGPT is an open-source conversational AI model based on the GPT (Generative Pre-trained Transformer) architecture. It is designed to generate human-like text for various natural language processing (NLP) tasks such as text summarization, question-answering, language translation, and dialogue generation. The model is pre-trained on a large amount of data, making it capable of generating high-quality text with minimal input.
ChatGPT can be used for various NLP tasks, making it a versatile tool for developers and researchers. In this article, we will explore the best 7 use cases for ChatGPT and also take a look at some popular open-source projects that utilize ChatGPT.
Use Cases for ChatGPT
1. Customer Service
ChatGPT can be used to provide customer service support by answering customer queries or complaints in real time. It can handle a wide range of customer inquiries and provide prompt and accurate responses, enhancing the overall customer experience.
2. Educational Chatbots
ChatGPT can be used to create educational chatbots that can answer student queries or help them with homework assignments. These chatbots can provide personalized assistance to students, making learning more interactive and engaging.
3. News Aggregators
ChatGPT can be used to create news aggregators that summarize news articles or provide news updates to users. These aggregators can save users time by providing concise and relevant information from multiple sources.
4. Language Translation
ChatGPT can be used for language translation tasks, providing accurate and natural translations for various languages. It can be integrated into translation apps or platforms, allowing users to communicate effectively across different languages.
5. Chat-based Games
ChatGPT can be used to create chat-based games that simulate real-life conversations between players. These games can provide an immersive and interactive gaming experience, allowing players to engage in meaningful dialogues with AI characters.
6. Personal Assistants
ChatGPT can be used to build personal assistants that can help users with tasks such as scheduling appointments or making reservations. These assistants can understand user preferences and provide personalized recommendations, making life more convenient.
7. Mental Health Chatbots
ChatGPT can be used to create chatbots that provide mental health support to people suffering from anxiety, depression, or other mental health issues. These chatbots can offer a listening ear and provide coping strategies, assisting individuals in managing their mental well-being.
Open-Source Projects
1. Chat with GPT
Chat with GPT is an open-source, unofficial ChatGPT app with extra features and more ways to customize the user experience. It connects ChatGPT with ElevenLabs to give ChatGPT a realistic human voice. Some of its features include fast response times, search through past chat conversations, and customizable system prompts.
2. Slack GPT Bot
This repository contains a C#-based Slack GPT Bot that uses OpenAI’s GPT model to answer users’ questions. The implementation is based on Slack Sockets API, allowing the bot to be run on any machine. It features integration with OpenAI’s GPT⑷, conversation context maintenance, and customizable bot behavior parameters.
3. ChatGPT API Frontend
This is a simple ChatGPT API frontend written in JavaScript that can be run locally without a server. It provides an interface to interact with the ChatGPT model and offers features such as adjusting the creativity and randomness of responses, speech recognition powered by OpenAI Whisper, and easy copying and pasting of ChatGPT messages.
4. Talk-to-ChatGPT
Talk-to-ChatGPT is a Google Chrome and Microsoft Edge extension that allows users to talk with the ChatGPT AI using their voice. It supports speech recognition and text-to-speech functionality, enabling users to have more natural and conversational interactions with ChatGPT. It also supports ElevenLabs API integration for creating custom voices.
5. ChatGPT Reverse API
Reverse Engineered ChatGPT API by OpenAI. Extensible for chatbots etc.
6. AIChatAssist
AIChatAssist is an intelligent chatbot powered by OpenAI ChatGPT API. The bot engages in natural language conversations with users and is built with Kotlin. It can be compiled as a full-featured ChatGPT Android client.
7. VoiceGPT
VoiceGPT is a Google Chrome extension that allows users to interact with OpenAI’s ChatGPT language model using their voice. It provides the ability to speak to the application and receive text responses generated by ChatGPT. It also supports custom voices using ElevenLabs API integration.
8. ChatGPT Desktop Application
The ChatGPT Desktop Application is available on Mac, Windows, and Linux. It leverages OpenAI’s API to generate natural language responses to user prompts. The application incorporates speech-to-text functionality and allows users to control the AI’s balance of logic and creativity. The user interface, developed with React, provides a seamless interaction with the AI-powered service.
9. Auto-GPT
Auto-GPT is an experimental open-source application showcasing the capabilities of the GPT⑷ language model. It allows users to set goals and chains together LLM “thoughts” to achieve those goals autonomously. This program pushes the boundaries of what is possible with AI by demonstrating the autonomy and decision-making abilities of GPT⑷.
10. Psychic
Psychic is an open-source integration platform that extracts and transforms unstructured data from popular SaaS applications like Notion, Slack, Zendesk, Confluence, and Google Drive. Instead of building separate integrations for each data source, Psychic provides a unified approach to retrieve documents from different sources and utilize them as context. It consists of Psychic Link, Universal API, and Psychic Dashboard.
11. chatgpt.js
chatgpt.js is a powerful JavaScript library designed for easy interaction with the ChatGPT DOM. It is a feature-rich and developer-friendly library that allows developers to leverage the capabilities of ChatGPT in their web applications. The library is lightweight and provides optimal performance.
12. Vercel AI SDK
The Vercel AI SDK is a library that enables developers to build AI-powered streaming text and chat UIs. It supports popular frameworks like React, Svelte, Vue, and Solid with SWR-powered helpers for streaming text responses. The SDK also offers first-class support for various AI models and platforms, such as OpenAI, Anthropic, Cohere, Hugging Face, and Replicate.
13. Summarize (Browser Extension)
Summarize is a browser extension that allows users to summarize web page content using ChatGPT. Currently available for Google Chrome and Mozilla Firefox, this extension enhances the browsing experience by providing concise summaries of online content.
14. Telegram Chatbot
This Telegram chatbot is built using the ChatGPT language model from OpenAI. It supports both one-on-one and group chats and can handle direct questions, mentions, and follow-ups. The bot also has access to external links, supports shortcuts, and can generate images.
15. MindFlow
MindFlow is an open-source ChatGPT-powered tool for developers. It provides an AI-powered CLI git wrapper, code generator, code search engine, conversation history manager, and more. With features like a CLI chat tool and git diff summarization, MindFlow aims to boost efficiency and streamline developer workflows.
16. ChatGPT Internet Search
This open-source project aims to connect ChatGPT to the internet for a better search experience. It crawls search engines and feeds the results into a large language model like GPT 3.5. It provides a proof of concept for integrating search engines with language models, and can be extended to include other data sources.
17. MatGPT
MatGPT is a MATLAB app powered by the chatGPT class, which allows easy access to the ChatGPT API provided by OpenAI. The app provides a user-friendly interface for loading prompts and engaging in conversations with the ChatGPT model. It is a useful tool for prompt engineering and learning about ChatGPT’s capabilities.
18. Telegram Image Generator
This Telegram bot is built using OpenAI’s ChatGPT and allows users to generate images via text prompts. It leverages the power of ChatGPT to provide imaginative and creative image generation capabilities.
19. L-GPT
L-GPT is an open-source AI Assistant Hub released under the GPL⑶.0 License. It offers features like easy deployment to Vercel, privacy and security with locally stored session records, responsive design with dark mode, support for voice reading, and support for multiple AI models such as OpenAI and Azure OpenAI.
Conclusion
ChatGPT is a versatile conversational AI model that can be used for a wide range of NLP tasks. Its ability to generate human-like text makes it a valuable tool for developers and researchers. The open-source projects mentioned in this article showcase the various applications and extensions of ChatGPT, providing developers with additional features and customization options. As the field of AI continues to advance, we can expect to see more innovative projects and use cases for ChatGPT in the future.
chatgpt open source ai的常见问答Q&A
问题1：OpenAI是甚么？
答案：OpenAI（Open Artificial Intelligence）是一个非营利性研究组织，致力于推动人工智能技术的发展和利用。OpenAI的使命是确保人工智能的发展能够造福全人类，而非单独造福一小部份人。OpenAI展开了许多重要的人工智能研究项目，并且致力于将这些研究成果开源共享。
- OpenAI是一个非营利性研究组织。
- OpenAI的使命是推动人工智能技术的发展和利用。
- OpenAI致力于将研究成果开源共享。
问题2：ChatGPT是甚么？
答案：ChatGPT是OpenAI开发的一款开源AI聊天机器人模型。它基于GPT（Generative Pre-trained Transformer）架构，使用大量的文本数据进行预训练，从而具有了生成自然语言回复的能力。用户可以通过向ChatGPT发送文本输入，获得和ChatGPT的交互式对话。
- ChatGPT是OpenAI开发的一款开源AI聊天机器人模型。
- ChatGPT基于GPT架构，具有生成自然语言回复的能力。
- 用户可以通过与ChatGPT交互进行对话。
问题3：ChatGPT和OpenAI有甚么关系？
答案：ChatGPT是OpenAI旗下的一款AI聊天机器人模型，由OpenAI开发和保护。OpenAI是一个非营利性研究组织，旨在推动人工智能技术的发展和利用。ChatGPT是OpenAI在人工智能领域的一个重要代表，展现了OpenAI在自然语言处理和对话生成方面的研究成果。
- ChatGPT由OpenAI开发和保护。
- OpenAI是一个非营利性研究组织。
- ChatGPT是OpenAI在自然语言处理和对话生成方面的研究成果。
问题4：ChatGPT开源吗？
答案：是的，ChatGPT是开源的。OpenAI将ChatGPT的源代码和模型参数等相关资料开放给开发者和研究人员，使他们可以自由地使用、修改和共享该模型。这一开放的举措增进了ChatGPT在开发者社区中的广泛利用和技术进步。
- ChatGPT是开源的。
- 开放的举措增进了ChatGPT的广泛利用和技术进步。
问题5：ChatGPT能不要钱使用吗？
答案：是的，ChatGPT是不要钱使用的。用户可以通过OpenAI的网站或相关接口与ChatGPT进行互动和对话，获得其生成的自然语言回复。但是，OpenAI也提供了付费定阅计划（ChatGPT Plus），定阅者可以享受一些额外的优势，如高峰时刻使用、更快的服务响应和优先取得新功能和改进等。
- ChatGPT是不要钱使用的。
- OpenAI提供了付费定阅计划（ChatGPT Plus），定阅者可以享受额外的优势。
