Rhasspy Fuzzywuzzy

使用rapidfuzz为Rhasspy实现意图识别。

要求

• Python 3.7

安装

$ git clone https://github.com/rhasspy/rhasspy-fuzzywuzzy
$ cd rhasspy-fuzzywuzzy
$ ./configure
$ make
$ make install

部署

$ make dist

运行

$ bin/rhasspy-fuzzywuzzy <ARGS>

命令行选项

usage: rhasspy-fuzzywuzzy [-h] [--debug] {recognize,train} ...

positional arguments:
  {recognize,train}
    recognize        Do intent recognition
    train            Generate intent examples from sentences and slots

optional arguments:
  -h, --help         show this help message and exit
  --debug            Print DEBUG messages to the console

识别

usage: rhasspy-fuzzywuzzy recognize [-h] --examples EXAMPLES --intent-graph
                                    INTENT_GRAPH [--replace-numbers]
                                    [--language LANGUAGE]
                                    [--word-casing {upper,lower,ignore}]
                                    [query [query ...]]

positional arguments:
  query                 Query input sentences

optional arguments:
  -h, --help            show this help message and exit
  --examples EXAMPLES   Path to examples JSON file
  --intent-graph INTENT_GRAPH
                        Path to intent graph JSON file
  --replace-numbers     Automatically replace numbers in query text
  --language LANGUAGE   Language used for number replacement
  --word-casing {upper,lower,ignore}
                        Case transformation applied to query text

训练

usage: rhasspy-fuzzywuzzy train [-h] [--examples EXAMPLES]
                                [--intent-graph INTENT_GRAPH]
                                [--sentences SENTENCES]

optional arguments:
  -h, --help            show this help message and exit
  --examples EXAMPLES   Path to write examples JSON file
  --intent-graph INTENT_GRAPH
                        Path to write intent graph JSON file
  --sentences SENTENCES
                        Paths to sentences ini files