Simple API which uses Flask-RESTful and multi-rake to extract keywords from text.
First install the required packages and run the flask development server:
pip install -r requirements.txt
python api.py
Extract keywords for English text:
curl -XGET http://localhost:5000/ -d text="Well, there's egg and bacon; egg sausage and bacon; egg and spam; egg bacon and spam; egg bacon sausage and spam; spam bacon sausage and spam; spam egg spam spam bacon and spam; spam sausage spam spam bacon spam tomato and spam;"
[
[
"egg bacon sausage",
6.466666666666667
],
[
"spam bacon sausage",
5.9523809523809526
],
[
"egg sausage",
4.466666666666667
],
[
"egg bacon",
3.8
],
[
"bacon",
2.0
],
[
"egg",
1.8
],
[
"spam",
1.2857142857142858
]
]
Optionally a language code can be specified, for example to extract keywords for Dutch text:
curl -XGET http://localhost:5000/nl -d "text=Om te beginnen is er maar één bal en die moet je dus hebben, maar waar het dus in wezen om gaat, is: wat doe je met die bal?"
[
[
"wezen om gaat",
9.0
],
[
"maar \u00e9\u00e9n bal",
7.5
],
[
"maar waar",
4.5
],
[
"dus hebben",
3.5
],
[
"bal",
2.0
],
[
"dus",
1.5
],
[
"beginnen",
1.0
],
[
"moet",
1.0
],
[
"doe",
1.0
]
]
When no language code is specified the language is guessed by the multi-rake library:
curl -XGET http://localhost:5000/ -d text="Aunque esa manera puede no ser obvia al principio a menos que seas holandés."
[
[
"aunque",
1.0
],
[
"manera",
1.0
],
[
"obvia",
1.0
],
[
"principio",
1.0
],
[
"holand\u00e9s",
1.0
]
]