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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.
Published

July 14, 2022


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