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https://github.com/GaoQ1/rasa_chatbot_cn
building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)
https://github.com/GaoQ1/rasa_chatbot_cn
bert chinese demo intent-classification policy python rasa rasa-chatbot rasa-core rasa-nlu rasa-nlu-gao rasa-x slot-filling tensorflow train-dialogue transformer
Last synced: 6 days ago
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building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)
- Host: GitHub
- URL: https://github.com/GaoQ1/rasa_chatbot_cn
- Owner: GaoQ1
- Created: 2018-08-16T05:36:08.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2024-08-16T09:15:11.000Z (3 months ago)
- Last Synced: 2024-08-16T10:35:30.364Z (3 months ago)
- Topics: bert, chinese, demo, intent-classification, policy, python, rasa, rasa-chatbot, rasa-core, rasa-nlu, rasa-nlu-gao, rasa-x, slot-filling, tensorflow, train-dialogue, transformer
- Language: Python
- Homepage:
- Size: 70.6 MB
- Stars: 958
- Watchers: 36
- Forks: 290
- Open Issues: 17
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-bert - GaoQ1/rasa_chatbot_cn - nlu和rasa-core 搭建的对话系统demo, (BERT chatbot :)
README
# Rasa Core and Rasa NLU
## rasa对话系统系列文章
- [rasa对话系统踩坑记（一）](https://www.jianshu.com/p/5d9aa2a444a3)
- [rasa对话系统踩坑记（二）](https://www.jianshu.com/p/4ecd09be4419)
- [rasa对话系统踩坑记（三）](https://www.jianshu.com/p/ae028903d748)
- [rasa对话系统踩坑记（四）](https://www.jianshu.com/p/9393d319e698)
- [rasa对话系统踩坑记（五）](https://www.jianshu.com/p/eec63e56db07)
- [rasa对话系统踩坑记（六）](https://www.jianshu.com/p/21808ac8d409)
- [rasa对话系统踩坑记（七）](https://www.jianshu.com/p/405c087c2f7f)
- [rasa对话系统踩坑记（八）](https://www.jianshu.com/p/6a93209c48a4)
- [rasa对话系统踩坑记（九）](https://www.jianshu.com/p/1a4abe93635e)
- [rasa对话系统踩坑记（十）](https://www.jianshu.com/p/debcf0041fcb)
- [rasa-nlu的究极形态](https://www.jianshu.com/p/553e37ffbac0)
- [闲聊模型的实践并应用到rasa](https://www.jianshu.com/p/bccf2321bd50)
## Introduction
rasa版本已经更新到了2.0版本，改动比较大，等2.0版本稳定后再跟进了。现在这里的代码还是去年上半年的版本，后面rasa做了很多改动，component已经支持bert，对中文的支持也更好。所以这个之前基于1.1.x的版本就转到1.1.x分支，目前master分支的话就分享最新的基于1.10.18的一套支持中文的pipeline
> 欢迎加入**rasa微信闲聊群**，微信请加：coffee199029
## Running by command
### install packages
- python >= 3.6
```
pip install -r requirements.txt
```
下载依赖package
### train model
```
make train
```
### run model
```
make run
```
### test in cmdline
```
make shell
```
可以在命令行中测试
### test by http server
`http://localhost:5005/webhooks/rest/webhook` post请求，请求参数例如：
```
{
"sender": "0001",
"message": "你好"
}
```
可以使用postman去请求调用
### use rasa x
```
make run-x
```
### external link
[liveportraitweb](https://www.liveportraitweb.com/)
[novelling](https://www.novelling.com/)
[whatnovel](https://whatnovel.com/)