A fast responsive, machine learning, conversational dialog engine for creating chat bots, written in Go.

chatbot

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项目说明

chatbot 是一个通过已知对话数据集快速生成回答的 Go 问答引擎。比 ChatterBot 快非常多，我们在1.2亿对话上的对比结果是：ChatterBot 回答需要21秒，chatbot 只需要18毫秒。

  • bot

    问答引擎

  • cli

    • train

      训练给定的问答数据并生成 .gob 文件

      • -d 读取指定目录下所有 json 和 yaml 语料文件
      • -i 读取指定的 json 或 yaml 语料文件，多个文件用逗号分割
      • -o 指定输出的 .gob 文件
      • -m 定时打印内存使用情况

    • ask

      一个示例的问答命令行工具

      • -v verbose
      • -c 训练好的 .gob 文件
      • -t 数据几个可能的答案

数据格式

数据格式可以通过 yaml 或者 json 文件提供，参考 https://github.com/kevwan/chatterbot-corpus 里的格式。大致如下：

categories:
- AI
conversations:
- - 什么是ai
  - 人工智能是工程和科学的分支,致力于构建具有思维的机器。
- - 你是什么语言编写的
  - Python
- - 你听起来像机器
  - 是的,我受到造物者的启发
- - 你是一个人工智能
  - 那是我的名字。

问答示例

user: 在吗？
bot: 在
user: 在干嘛呢？
bot: 看电视
user: 看啥电视呀
bot: 活色生香
user: 很好看吗？
bot: 特搞笑
user: 你在哪里呀？
bot: 家里
user: 家里就你一个人嘛？
bot: 我喜欢一个人玩
user: 那我过来找你？
bot: 不可以，乖乖上班去

致谢

ChatterBot - https://github.com/gunthercox/ChatterBot

最早我是使用 ChatterBot.的，但由于回答太慢，所有后来只能自己实现了，感谢 ChatterBot，非常棒的项目！

Owner
Kevin Wan
go-zero.dev
Kevin Wan
https://github.com/kevwan/chatbot
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Comments
  • 无法加载数据集

    无法加载数据集

    您好，我不知道是什么原因，看起来无法正常读取yaml数据集。不知道是否是我的使用方式有问题？ ai.yaml 是chatterbot-corpus的。在Mac上和Windows上的使用效果是一样的，都是这样无法读取。

    D:\VsCode\Go\chatbot\cli\train>go run train.go -i ai.yaml
Loading corpora...
Creating Q/A mappings...
Building indexes...
Elapsed: 3.0005ms

D:\VsCode\Go\chatbot\cli\train>ls

ai.yaml  corpus.gob  train.go

D:\VsCode\Go\chatbot\cli\train>cd ../ask

D:\VsCode\Go\chatbot\cli\ask>go run ask.go -c D:/VsCode/Go/chatbot/cli/train/corpus.gob
Q: 什么是ai
No answer!
Q: hello
No answer!
Q: 你好
No answer!
Q: No answer!
Q: exit status 0xc000013a

D:\VsCode\Go\chatbot\cli\ask>cd ../train

D:\VsCode\Go\chatbot\cli\train>du -sh *
8.0K    ai.yaml
1.0K    corpus.gob
4.0K    train.go

    On Windows CMD

  • Where do you get the large corpus data?

    Where do you get the large corpus data?

    Hello,

    I am working on trying out your chat bot and would like to download your 120 million conversations to run them as well.

    Where can I download them?

    Thanks

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