Organizing practical tools related to AI.
All Categories#
- ChatGPT Applications
- Large Language Models from Chinese Companies
- AutoGPT
- Search Engines
- Writing
- Programming Development
- Translation Tools
- Speaking Practice
- Image Creation
- Speech Recognition
- Audio and Video Creation
- Video Content Summarization
Evaluation#
ChatGPT Applications#
| Name | Description | Link | Cost |
|---|---|---|---|
| chatgpt | OpenAI's chatgpt Application examples: Bilibili Video: These 9 tools help you squeeze out ChatGPT and unlock hidden features Bilibili Video: King of Fighters! The AI written by AI is surprisingly strong! | URL | GPT-3.5 is free. ChatPlus membership is $20/month, allowing use of GPT-4, with a current limit of 25 messages every 3 hours. |
| Chatbox | A desktop application using the ChatGPT API (OpenAI API), storing all chat and prompt information locally, thus reducing the risk of data loss. More stable than the web version. | GitHub | Free, requires OpenAPI apikey |
| ChatGPT for Google | An open-source project, a browser extension that adds ChatGPT content and a dialogue box to the search page. | GitHub | Free, requires a ChatGPT account |
| Poe | An AI product built by Quora, the American version of Zhihu, with web and client versions. Currently, ChatGPT, Sage, Dragonfly, and Claude robots can be used for free, without restrictions, in real-time. Registration only requires an email. You can switch AI at any time without interrupting the conversation, and the conversation history is saved online and synchronized to the client. ChatGPT-4 can be used for free once a day. Video introduction: Bilibili Video: A magical tool! A new AI Q&A similar to ChatGPT: Poe, the latest product from American Zhihu Quora, professional answers | URL | Free, with a paid upgrade version |
| ChatGPT-Shortcut | Open-source, productivity-boosting ChatGPT shortcuts, categorized by field and function, allowing filtering by tags, keyword searches, and one-click copying. | GitHub | Free |
| ChatGPT Sidebar | The ChatGPT sidebar is an AI assistant you can use while browsing any website. Video introduction: Bilibili Video: First experience with CharGPT, browser installation of AI Sidebar extension | URL | Free |
| WebChatGPT | An open-source program that extends ChatGPT's ability to connect to the internet. Video introduction: Bilibili Video: An extension that allows ChatGPT to connect to the internet directly | GitHub | Free |
| AIPRM for ChatGPT | A browser extension that provides a series of selected ChatGPT command templates, even allowing you to create your own, and adjust AI tone and writing style. Bilibili video: The ultimate tool! ChatGPT toolbox, with various built-in functions, WYSIWYG! | URL | Free |
| GPTCache | ⚡ GPTCache is a library for creating semantic caches to store responses from LLM queries, similar to Redis in AIGC scenarios. It can be used to reduce the cost of relying on LLM services (like ChatGPT) while effectively reducing service response time, as large model inference is generally time-consuming. | GitHub | Free |
AutoGPT#
| Name | Description | Link | Cost |
|---|---|---|---|
| Auto-GPT | An open-source project that uses GPT to autonomously achieve any goals you set. Demonstration example: The popular autonomous AI AutoGPT, programmers express real concern about job loss! | GitHub | Free, requires OpenAI API key |
Large Language Models from Chinese Companies#
| Name | Description | Link | Cost |
|---|---|---|---|
| Tongyi Qianwen | Alibaba Cloud's large language model. Video introduction: Bilibili Video: Is domestic AI really capable? After testing Tongyi Qianwen, I just want to say two words: How far are we from ChatGPT? | URL | Requires an invitation code |
| Wenxin Yiyan | Baidu's large language model | URL | Requires application and waiting |
Search Engines#
| Name | Description | Link | Cost |
|---|---|---|---|
| New Bing | Requires waiting on the waitlist | URL | Free |
| You.com | A search engine that combines dialogue mode | URL | Free |
| Perplexity.ai | Perplexity.ai is an AI tool based on GPT-3, similar to New Bing's search engine, providing reference results | URL | Free |
Writing#
| Name | Description | Link | Cost |
|---|---|---|---|
| Notion AI | AI-assisted note-taking software, mainly includes AI article creation, translation, grammar correction, summarization, and more. Video example: [Bilibili Video: Complete introduction to Notion AI | Ten time-saving magical functions (as powerful as ChatGPT)](https://www.bilibili.com/video/BV1Lg411b7Cx) | URL |
| Deep L Write | English and German writing tool that can correct writing errors and rewrite sentences in real-time. | URL | Free version has a word count limit / has a paid upgrade version |
| Grammarly | A writing assistant that corrects grammar, spelling, punctuation, and other errors | URL | Free / has a paid upgrade version |
Programming Development#
| Name | Description | Link | Cost |
|---|---|---|---|
| GitHub Copilot | A code writing assistant developed in collaboration between GitHub and OpenAI | URL | Paid |
| Cursor | A code editor that collaborates using GPT | URL | Free |
| ai-code-translator | Uses ChatGPT to translate code from one language to another. | URL | Free, requires OpenAI API key |
| Amazon CodeWhisperer | An AI programming assistant tool open to Amazon, generates code suggestions from snippets to complete functions in real-time based on your comments and existing code. Can be installed as a plugin in various IDEs, supporting 15 languages, including Python, Java, and JavaScript. Just register for an AWS Builder account following the process. | URL | Free |
| CodeGeeX | An open-source project developed by the Knowledge Engineering Laboratory team at Tsinghua University, supports generation and translation of over a dozen mainstream programming languages, and can be used in VScode and JB, but conflicts with Copilot. After a simple trial, code generation only supports English descriptions, with a relatively high threshold and weaker coding capabilities. 【Project Original Interpretation】Tsinghua University Zheng Qinkai: CodeGeeX large-scale multilingual code generation model | GitHub | Free |
Translation Tools#
| Name | Description | Link | Cost |
|---|---|---|---|
| immersive-translate | Open-source, immersive bilingual webpage translation extension | GitHub | Free |
| Deep L | Accurate and instant translation tool, currently supports 31 languages | GitHub | Free / Paid |
| openai-translator | A browser plugin and cross-platform desktop application for word translation based on ChatGPT API | GitHub | Free, requires OpenAI API key |
Speaking Practice#
| Name | Description | Link | Cost |
|---|---|---|---|
| Voice Control for ChatGPT | A Chrome extension that allows you to have voice conversations with ChatGPT. It can help with English speaking or speaking practice in other languages. Video example: Bilibili Video: Free speaking teacher: How to practice English speaking with ChatGPT | URL | Free, requires ChatGPT account |
| SpeechGPT | An open-source project, SpeechGPT is a website that lets you chat with ChatGPT. | GitHub | Free, requires OpenAI API key |
Image Creation#
| Name | Description | Link | Cost |
|---|---|---|---|
| Midjourney | Create images by inputting text or pictures. Application example: Trying to use chatGPT+midjourney for scientific drawing, was shocked by the effect... | URL | Free accounts have a certain usage minute limit, with paid upgrade versions |
| Stable diffusion webui | An open-source project that creates images by inputting text or pictures. Stable diffusion webui is the GUI of Stable diffusion, visualizing the image user interface for stable diffusion, and it integrates many other useful extension scripts. Beginner tutorial: https://www.bilibili.com/video/BV1Qo4y167AK/ AI stylization video or AI real person video effects: 1. 【AI Animation】Xin Xiaomeng rooftop party animation version, 2. Struggling with real AI actions, characters and backgrounds finally don't flicker, which do you think is better? 3. In 5 minutes, teach you how to generate AI animation | GitHub | Free |
| visual-chatgpt | Create images through ChatGPT | GitHub | Free |
| Microsoft Bing Image Creator | Image Creator is a tool that creates images using DALL-E technology. Tried it and the generated portrait images are unsightly | URL | Free |
Speech Recognition#
| Name | Description | Link | Cost |
|---|---|---|---|
| whisper | Open-source, OpenAPI's robust speech recognition model through large-scale weak supervision | GitHub | Free |
| buzz | Open-source desktop software based on OpenAI's Whisper that recognizes speech and generates subtitles, using CPU for processing | GitHub | Free |
| WhisperDesktop | Open-source, based on OpenAI's Whisper, a desktop application for Windows that uses GPU for processing. If the GPU performance is good, it will be faster than on CPU. Usage introduction: https://www.appinn.com/const-me-whisper/ | GitHub | Free |
Audio and Video Creation#
| Name | Description | Link | Cost |
|---|---|---|---|
| Fliki | A website that generates audio and video from text | URL | Free/Paid |
| d-id | Generates voiceover videos of digital humans based on text | URL | Paid, with a certain free trial quota |
Video Content Summarization#
| Name | Description | Link | Cost |
|---|---|---|---|
| ChatGPT for YouTube | A Chrome extension that quickly summarizes YouTube video content, requires logging in with a ChatGPT account or API key | URL | Free |
| Chat Youtube | Provide a YouTube link, it can give a summary and also answer questions related to the video content | URL | Free |
Evaluation#
Large Language Model Evaluation#
- Bilibili Video: 【AI Duel】Let ChatGPT4 ask questions! The results will surprise you!!
- Bilibili Video: Alibaba's version of GPT 【Tongyi Qianwen】, different from my expectations:
Tongyi Qianwen performs relatively well in natural sciences and professional knowledge, such as code capabilities being significantly stronger than Wenxin Yiyan, even able to compete with ChatGPT3.5. However, it still needs improvement in Chinese expression or literary creation, falling short of Wenxin Yiyan.