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NLP for identifying Public API:s

We want to create an NLP-model that can understand API:s, its rule set from its documentation.

We want this NLP-model to be exemplified by teaching it on the public API:s that is published by Nordea at [login to view URL] and/or by SEB at [login to view URL] For example could the start be to have the model learn the FX spot prices API:s (here GET /prices/spot at Nordea and GET /fx-spot-exchange-rate at SEB). These API:s are accessible by anyone, only thing needed is to register your E-mail address to get access to their own developer page. We are only interested in this stage at an NLP-model that works in their respective sandbox environment and only use the GET-method.

Regarding the creation of the NLP-model, this is up to you:

Training: For example can you use a set of API:s from Github/Bitbucket etc to train the model (I only care that it is tested on some of the mentioned API:s)

NLP-technique: You can use any existing model or framework (as for example Bert or Spacy).

The end result would be a NLP-model (written in Python) that has been tested on some of the public API:s at SEB/Nordea that can automatically connect and use the GET-method specified for respective API and validate the response. By automatically connect to the API:s we mean that the user will put in the URL (for the API and its documentation at respective developer portal) and the API-key/Client Secret and from there the model will understand how to connect to the api, perform the get method on all available parameters and send back the result to the user (if an valid parameter is used but the response is not we then want the response error code to be presented). This result can be presented through a simple web-page (your choice of programming language) or a json-response.

Link to public API:s to be tested on (examples):

Nordea - create an account and then a app to receive Client Secret (Oauth authentication needed)

[login to view URL]

[login to view URL]

[login to view URL]

SEB - create an account to receive API-key

[login to view URL]

[login to view URL]

Infrastructure specifications - valid infrastructure for the program to be run on:

Red Hat server platform v.7.X

Red Hat Openshift Container Platform - any standard server supported by Red Hat.

Microsoft Windows Server 2016 or 2019

Google Cloud Platform - includes Cloud Functions or App Engine and other standard servers supported by Google.

Kemahiran: Bahasa Semulajadi, Python, Machine Learning (ML)

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Tentang Majikan:
( 1 ulasan ) Stockholm, Sweden

ID Projek: #23492436

Dianugerahkan kepada:

pythonworkforay

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bitnetservices

Good thought - and it is achievable through rigorous testing and based on API support it is built on. I would be happy to create one for you to bring in more commonality in the model however some exceptions is expected Lagi

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