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akpanda avatar akpanda commented on July 17, 2024

May i propose to have each of these computational linguistics algorithms ...

Lemmatization, Stemming, Inflection and derivation handling

...be split as sub project of their own 🤔 to be HTTPS "hostable" as a micro-service on their own , open to the developers with whatever tech they are comfortable in ; integrations when needed can be done will be at HTTPS layer .

For each of these algorithms, a contract can be generated like the following indicative one

  • LemmatizationService
    URL : [base context] /sua/lemmas
    Method : POST
    input : {'sentence' : ''ଏକ ନାଗରିକର ସ୍ବପ୍ନ ", 'lan':'OR'}
    output : {'lemmas':["ଲ1","ଲ2","ଲ3"]}

  • A team of 4 (Tech lead , SMEs for Odia , English languages , Computer science ) can form a small agile team to get these services individually

  • Integration will be a separate project in itself , as an when the need arise

  • When the model need to check lemmas in some phase it can call the HTTP service .

  • if the network calls become an overhead we can bring the executing module behind the HTTP layer closer to the machine into a process of its own

  • for further optimization when needed the same model can run in the same process as the caller

  • more optimization beyond this will not be required , it will be only academic , if someone wants to do it, they can pursue , with the solutions in the field of computer science theory and applications as guides

from mtenglish2odia.

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