Chatbot, Self-Hosted Model, Cloud Deploy, Cloud Services, Free Website Hosting Service
This article delves into the world of AI chatbot development and deployment, exploring popular platforms like Heroku and Google App Engine. Additionally, it highlights useful API tools such as Hugging Face and PaddlePaddle to enhance your chatbot’s functionality.
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://www.kaggle.com/getting-started/208405
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