用PyAIML开发简单的对话机器人
AIML files are a subset of Extensible Mark-up Language (XML) that can store different text patterns in the form of tags. AIML was developed by the Alicebot free software community. AIML is mainly used to implement Chatbots, a natural language software agent in which a user can ask questions to the robot and it can give an intelligent reply.
The <aiml> tag: Each AIML code begins with this tag and is closed using the </aiml> tag. This tag also consists of attributes such as the version and encoding scheme of the file.
<aiml version="1.0.1" encoding="UTF-8"> ... </aiml>
The <category> tag: The basic knowledge blocks of AIML are called categories. Each category block consists of two sections. One is the user input in the form of a sentence and the other is a corresponding response to user input which comes from robot. The category tag is represented using the opening <category> tag and the closing tag is represented using the </category> tag. These categories must be inside the <aiml> and </aiml> tags. The category tags consist of two tags, namely, the <pattern> tag and the <template> tag. The input given by users is inside the <pattern> tag and the answers are in the <template> tag. For example, look at this following conversation:
User: How are you?
Robot: I am fine.
In this conversation, the user dialog will be in the <pattern> tag and the robot's response will be in the <template> tag. The following code shows the representation of the preceding dialogs in the AIML format:
<aiml version="1.0.1" encoding="UTF-8"> <category> <pattern> HOW ARE YOU </pattern> <template> I AM FINE </template> </category> </aiml>
We need to save this file in the .aiml or .xml format. For example, save the code with the name "sample.aiml".
Introduction to PyAIML
PyAIML is an open source Python AIML interpreter written completely in pure Python without using any third-party dependencies.
Installing PyAIML from source code:
https://github.com/DYFeng/pyaiml
$ sudo python setup.py install
Install the aiml package with pip:
pip install aiml
Loading a single AIML file from the command-line argument(载入单个aiml文件)
We can load a single AIML file using the following code:
#!/usr/bin/env python import aiml import sys mybot = aiml.Kernel() mybot.learn(sys.argv[1]) while True: print mybot.respond(raw_input("Enter input >"))
Execute the code using the following command:
python test.py sample.aiml
It will give you the following result:
Loading AIML files into memory(载入多个aiml文件)
If you want to learn more than one AIML, it's better to use an XML file, for example, the startup.xml file can load all other AIML files.
<aiml version="1.0"> <category> <pattern>LOAD AIML B</pattern> <template> <!-- Load standard AIML set --> <learn>*.aiml</learn> </template> </category> </aiml>
The preceding XML file will learn all the AIML files when we call the LOAD AIML B pattern. The following code will load all the AIML files into memory:
#!/usr/bin/env python import aiml # Create a Kernel object. mybot = aiml.Kernel() # Learn startup.xml mybot.learn('startup.xml') # Change the current path to your aiml files path # Calling load aiml b for loading all AIML files mybot.respond('load aiml b') # Enter the main input/output loop. print "\nINTERACTIVE MODE (ctrl-c to exit)" while True: print mybot.respond(raw_input("Enter input >"))
You will get the following output:
更多标签(以<random>标签为例。<li>标签 is the list can be used within the <random> and <condition> tag sets)
Its purpose is random selection of one of a set of list items.
<random>
<li>A</li>
<li>B</li>
<li>C</li>
</random>
Say one of A, B or C randomly.
<aiml version="1.0.1" encoding="UTF-8"> <category> <pattern> WHO ARE YOU </pattern> <template> <random> <li> A </li> <li> B </li> <li> C </li> <li> D </li> </random> </template> </category> </aiml>
The <star index="n"/> tag indicates the input text fragment matching the "n" pattern '*'.
<star index="1"/> yields the first matching text fragment.
<star index="2"/> yields the second matching text fragment.
<star index="3"/> yields the third matching text fragment.
And so on....
The index="n" is optional, and if left off, the index value of "1" is assumed. The tag <star/> is equivilant to <star index="1"/>.
<aiml version="1.0.1" encoding="UTF-8"> <category> <pattern> MY NAME IS * </pattern> <template> NICE TO MEET YOU <star/> </template> </category> <category> <pattern> MEET OUR GUEST * AND * </pattern> <template> NICE TO MEET YOU <star index="1"/> AND <star index="2"/>. </template> </category> </aiml>
参考:
http://python.jobbole.com/82007/
http://www.jb51.net/article/78789.htm
【推荐】国内首个AI IDE,深度理解中文开发场景,立即下载体验Trae
【推荐】编程新体验,更懂你的AI,立即体验豆包MarsCode编程助手
【推荐】抖音旗下AI助手豆包,你的智能百科全书,全免费不限次数
【推荐】轻量又高性能的 SSH 工具 IShell:AI 加持,快人一步
· AI与.NET技术实操系列:向量存储与相似性搜索在 .NET 中的实现
· 基于Microsoft.Extensions.AI核心库实现RAG应用
· Linux系列:如何用heaptrack跟踪.NET程序的非托管内存泄露
· 开发者必知的日志记录最佳实践
· SQL Server 2025 AI相关能力初探
· 震惊!C++程序真的从main开始吗?99%的程序员都答错了
· 【硬核科普】Trae如何「偷看」你的代码?零基础破解AI编程运行原理
· 单元测试从入门到精通
· 上周热点回顾(3.3-3.9)
· winform 绘制太阳,地球,月球 运作规律