A tool that can automatically convert huggingface and modelscope spaces to free API.
npm install gradio-chatbot> A tool that can automatically convert Huggingface Spaces, Modelscope Studios and Gradio ChatBot into free APIs. It basically supports any space with a chatbot, and currently perfectly supports many model spaces such as GPT4Free, ChatGPT, Llama 2, Vicuna, MPT-30B, Falcon, ChatGLM, Qwen and so on.
English | 中文


Online Demo: https://weaigc.github.io/gradio-chatbot
> Due to the current high demand on the ChatGPT space on Huggingface, there is a noticeable delay in response time. If you have your own ChatGPT account, it is recommended to use gpt-web.
- Quick Start
- Installation
- NPM
- Docker
- Usage
- CLI Mode
- API Service
- API Function
- OpenAI
- API Docs
- Model List
- Compatibility
- ChangeLog
- Credits
- License
``bash`
npx gradio-chatbotor
npm install -g gradio-chatbotcall the default model
chatbot
* Experience Llama2.
`bash`
chatbot 2or
chatbot https://huggingface.co/spaces/huggingface-projects/llama-2-13b-chat
> More usage just type chatbot help
docker build . -t gradio-server
docker run --rm -it -p 8000:8000 gradio-server
`
Installation
You can use npm or yarn to install gradio-chatbot. Node version 18 or higher is required.
`bash
npm install gradio-chatbot
or
yarn add gradio-chatbot
`Usage
Currently supports three modes. $3
Refer to Quickstart.$3
To make it easy to use, two forms of interfaces are provided.Streaming output, simply visit http://localhost:8000/api/conversation?model=0&text=hello.
Non-streaming output, the calling method is the same as ChatGPT API. The following is an example of a call.
$3
`ts
import { GradioChatBot } from 'gradio-chatbot'const bot = new GradioChatBot();
async function start() {
const message = await bot.chat('hello', {
onMessage(partialMsg) {
console.log('stream output:', partialMsg);
}
});
console.log('message', message);
}
start();
`You can also input the spatial address you want to convert, such as https://huggingface.co/spaces/h2oai/h2ogpt-chatbot.
`ts
import { GradioChatBot } from 'gradio-chatbot'const bot = new GradioChatBot({
url: 'https://huggingface.co/spaces/h2oai/h2ogpt-chatbot',
fnIndex: 35,
}); // 调用自定义 ChatBot 模型
async function start() {
console.log(await bot.chat('Hello'));
}
`In addition, the NPM package has built-in support for 10 popular spaces from Hugging Face Spaces and Modelscope Studios. You can directly use the model index to access them. Please refer to the Model List for more details.
`ts
import { GradioChatBot } from 'gradio-chatbot';const bot = new GradioChatBot('1');
async function start() {
console.log(await bot.chat('Tell me about ravens.'));
}
start();
`For more examples, please visit the directory: Examples .
> Note: Some models on Hugging Face may collect the information you input. If you have data security concerns, it is recommended not to use them, and using self-hosted models is a better choice.
$3
#### Python
`
import openai
openai.api_key = "dummy"
openai.api_base = "http://127.0.0.1:8080/v1"create a chat completion
chat_completion = openai.ChatCompletion.create(model="10", messages=[{"role": "user", "content": "Hello"}])print the completion
print(chat_completion.choices[0].message.content)
`
> For more usage instructions, please refer to https://github.com/openai/openai-python#### Node.js
`
import OpenAI from 'openai';const openai = new OpenAI({
baseURL: 'http://127.0.0.1:8080/v1'
});
async function main() {
const stream = await openai.chat.completions.create({
model: '10',
messages: [{ role: 'user', content: 'Hello' }],
stream: true,
});
for await (const part of stream) {
process.stdout.write(part.choices[0]?.delta?.content || '');
}
}
main();
`
> For more usage instructions, please refer to https://github.com/openai/openai-nodeAPI Document
See API Document
Model List
Index | Type | Description | Model
-----|-----|------|-------
0 | Huggingface Spaces | ChatGPT | https://huggingface.co/spaces/yizhangliu/chatGPT
1 | Huggingface Spaces | GPT Free | https://huggingface.co/spaces/justest/gpt4free
2 | Huggingface Spaces | Llama2 Spaces | https://huggingface.co/spaces/ysharma/Explore_llamav2_with_TGI
3 | Huggingface Spaces | MosaicML MPT-30B-Chat | https://huggingface.co/spaces/mosaicml/mpt-30b-chat
4 | Huggingface Spaces | Falcon Chat | https://huggingface.co/spaces/HuggingFaceH4/falcon-chat
5 | Huggingface Spaces | Star Chat | https://huggingface.co/spaces/HuggingFaceH4/starchat-playground
6 | Huggingface Spaces | ChatGLM2 | https://huggingface.co/spaces/mikeee/chatglm2-6b-4bit
7 | Huggingface Spaces | ChatGLM | https://huggingface.co/spaces/multimodalart/ChatGLM-6B
8 | Huggingface Spaces | Vicuna | https://chat.lmsys.org/
9 | Huggingface Spaces | Qwen 7B Chat | https://huggingface.co/spaces/mikeee/qwen-7b-chat
10 | ModelScope | Qwen 7B Chat | https://modelscope.cn/studios/qwen/Qwen-7B-Chat-Demo/summary
11 | ModelScope | ChatGLM2 | https://modelscope.cn/studios/AI-ModelScope/ChatGLM6B-unofficial/summary
12 | ModelScope | Jiang Ziya V1.1 | https://modelscope.cn/studios/Fengshenbang/Ziya_LLaMA_13B_v1_online/summary
13 | ModelScope | Character Dialogue Chatbot developed by Alibaba DAMO Academy | https://modelscope.cn/studios/damo/role_play_chat/summary
> More useful models are welcome to contribute in the issue section.
Change Log
See CHANGELOG.mdCompatibility
- This package supports
node >= 18`.- Huge thanks to @gradio/client
- OpenAI for creating ChatGPT 🔥
Apache 2.0 © LICENSE.