12/13/2023 0 Comments Spacy doc merge![]() This will be particularly useful if you need to deploy this to a cloud service and forget to download the model manually via the CLI ( like me). You may also notice that we are using the subprocess module mentioned earlier to programmatically call the Spacy CLI inside the application. They provide simple, minimal examples of how to get up and running.īoth endpoints receive POST requests and thus arguments are passed to each endpoint via the request body. If you are new to Flask I recommend checking out their docs quickstart guides. For the gist below make sure to either import the fuzzy matcher and keyword extraction service or declare them in app.py itself. The function then returns a list of all the unique words that ended up in the results variable.įuzzy Matching Implementation Flask ApplicationĪlmost there, all that’s left to do now is to wrap everything up into 2 very simple Flask endpoints. Custom stop words can be appended to this list if needed. Finally, we iterate over all the individual tokens and add those tokens that are in the desired pos_tag set, and are not part of the language models’ default stop words list. ![]()
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