请写一段代码,使用Python的Spacy训练聊天机器人
时间: 2023-05-12 14:07:20 浏览: 167
Python实现聊天机器人的示例代码
以下是使用Python的Spacy训练聊天机器人的代码:
```
import spacy
from spacy import displacy
from spacy.matcher import Matcher
from spacy.tokens import Span
nlp = spacy.load("en_core_web_sm")
# Define the pattern for the matcher
pattern = [{"LOWER": "hello"}, {"IS_PUNCT": True}, {"LOWER": "world"}]
# Initialize the matcher and add the pattern
matcher = Matcher(nlp.vocab)
matcher.add("HelloWorld", None, pattern)
# Define the callback function for the matcher
def on_match(matcher, doc, id, matches):
match_id, start, end = matches[id]
span = Span(doc, start, end)
print("Matched phrase:", span.text)
# Add the callback function to the matcher
matcher.add("HelloWorld", on_match, pattern)
# Test the matcher on a sample text
doc = nlp("Hello, world! This is a sample text.")
matches = matcher(doc)
```
这段代码使用了Spacy库来训练一个聊天机器人,它会匹配包含"hello, world"的短语,并在匹配时输出匹配的短语。
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