2022-07-14
Chatbot, Self-Hosted Model, Cloud Deploy, Cloud Services, Free Website Hosting Service

vercel hosts frontend only apps, could be useful if you want.

可以提取关键词然后到百度必应上面搜索 获取相关内容 注意语种一致性

search huggingface with julia or python:

huggingface_hub(python)

可以用huggingface的api来翻译 对接英文的chatbot (blenderbot, dialo-gpt)

add timeout to these api requests

可以把训练好的中文chatbot放到huggingface上面去 用kaggle放

https://github.com/yangjianxin1/GPT2-chitchat

could use this method to generate title for videos. i mean generally.

could host the model on huggingface, or baidu aistudio, heroku or your own machine

configure accelerated inference on huggingface (free for cpu, paid gpu):

https://huggingface.co/docs/api-inference/quicktour

huggingface inference apis:

https://huggingface.co/inference-api

huggingface conversational (chatbot) models:

https://huggingface.co/models?pipeline_tag=conversational&sort=downloads

heroku, use fastapi as interface:

https://fastapi.tiangolo.com

https://www.kaggle.com/getting-started/208405

https://signup.heroku.com

heroku alternatives:

back4app, google app engine

aistudio api, maybe you need to train or find a paddpepaddle based chatbot:

https://ai.baidu.com/ai-doc/AISTUDIO/bk3e382cq#创建在线api服务

一个项目可以创建至多五个沙盒服务, 并选择其中一个沙盒服务部署为线上服务.

沙盒服务如果连续超过24小时无调用将自动调整为暂停状态.

线上服务如果连续超过14天无调用将自动调整为暂停状态.

paddlenlp

https://aistudio.baidu.com/aistudio/projectdetail/3723144?channelType=0&channel=0

paddlepaddle chat model:

plato2

https://github.com/PaddlePaddle/Knover

https://github.com/PaddlePaddle/Knover/tree/develop/projects/PLATO-2

https://aistudio.baidu.com/aistudio/projectdetail/1886227?channelType=0&channel=0

中文chatbot:

https://github.com/zhaoyingjun/chatbot

https://github.com/Dimsmary/Ossas_ChatBot

教程

https://github.com/lcdevelop/ChatBotCourse

https://github.com/fendouai/Awesome-Chatbot

语料库

https://github.com/codemayq/chinese_chatbot_corpus

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