{"action":"opened","issue":{"url":"https://api.github.com/repos/10up/classifai/issues/148","repository_url":"https://api.github.com/repos/10up/classifai","labels_url":"https://api.github.com/repos/10up/classifai/issues/148/labels{/name}","comments_url":"https://api.github.com/repos/10up/classifai/issues/148/comments","events_url":"https://api.github.com/repos/10up/classifai/issues/148/events","html_url":"https://github.com/10up/classifai/issues/148","id":505469494,"node_id":"MDU6SXNzdWU1MDU0Njk0OTQ=","number":148,"title":"Add custom modeling to Language Processing","user":{"login":"jeffpaul","id":2818133,"node_id":"MDQ6VXNlcjI4MTgxMzM=","avatar_url":"https://avatars2.githubusercontent.com/u/2818133?v=4","gravatar_id":"","url":"https://api.github.com/users/jeffpaul","html_url":"https://github.com/jeffpaul","followers_url":"https://api.github.com/users/jeffpaul/followers","following_url":"https://api.github.com/users/jeffpaul/following{/other_user}","gists_url":"https://api.github.com/users/jeffpaul/gists{/gist_id}","starred_url":"https://api.github.com/users/jeffpaul/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jeffpaul/subscriptions","organizations_url":"https://api.github.com/users/jeffpaul/orgs","repos_url":"https://api.github.com/users/jeffpaul/repos","events_url":"https://api.github.com/users/jeffpaul/events{/privacy}","received_events_url":"https://api.github.com/users/jeffpaul/received_events","type":"User","site_admin":false},"labels":[{"id":967883561,"node_id":"MDU6TGFiZWw5Njc4ODM1NjE=","url":"https://api.github.com/repos/10up/classifai/labels/enhancement","name":"enhancement","color":"a2eeef","default":true}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":{"url":"https://api.github.com/repos/10up/classifai/milestones/2","html_url":"https://github.com/10up/classifai/milestone/2","labels_url":"https://api.github.com/repos/10up/classifai/milestones/2/labels","id":4030110,"node_id":"MDk6TWlsZXN0b25lNDAzMDExMA==","number":2,"title":"Future Release","description":null,"creator":{"login":"jeffpaul","id":2818133,"node_id":"MDQ6VXNlcjI4MTgxMzM=","avatar_url":"https://avatars2.githubusercontent.com/u/2818133?v=4","gravatar_id":"","url":"https://api.github.com/users/jeffpaul","html_url":"https://github.com/jeffpaul","followers_url":"https://api.github.com/users/jeffpaul/followers","following_url":"https://api.github.com/users/jeffpaul/following{/other_user}","gists_url":"https://api.github.com/users/jeffpaul/gists{/gist_id}","starred_url":"https://api.github.com/users/jeffpaul/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jeffpaul/subscriptions","organizations_url":"https://api.github.com/users/jeffpaul/orgs","repos_url":"https://api.github.com/users/jeffpaul/repos","events_url":"https://api.github.com/users/jeffpaul/events{/privacy}","received_events_url":"https://api.github.com/users/jeffpaul/received_events","type":"User","site_admin":false},"open_issues":23,"closed_issues":1,"state":"open","created_at":"2019-02-04T22:05:27Z","updated_at":"2019-10-10T19:36:32Z","due_on":null,"closed_at":null},"comments":0,"created_at":"2019-10-10T19:36:32Z","updated_at":"2019-10-10T19:36:32Z","closed_at":null,"author_association":"MEMBER","body":"<!-- Thank you for suggesting an idea to make ClassifAI better.  Please fill in as much of the template below as you can. -->\r\n\r\n**Is your enhancement related to a problem? Please describe.**\r\nWe currently utilize [Azure's Text Analytics](https://azure.microsoft.com/en-us/services/cognitive-services/text-analytics/) for the Language Processing functionality, but you're forced to accept what the general Text Analytics model has learned to get feedback in the form of tags.  A parallel option could be to utilize the [Language Understanding service](https://azure.microsoft.com/en-us/services/cognitive-services/language-understanding-intelligent-service/) and further train that model to be site-specific.  This would seem to provide a more precise set of language processing results unique to a specific site, though a downside could be pricing of [Language Understanding](https://azure.microsoft.com/en-us/pricing/details/cognitive-services/language-understanding-intelligent-services/) compared to [Text Analytics](https://azure.microsoft.com/en-us/pricing/details/cognitive-services/text-analytics/).\r\n\r\n**Describe the solution you'd like**\r\n- [ ] setting to enable Language Understanding instead of Text Analytics\r\n- [ ] if user edits tags for a piece of content, send that data back to Language Understanding to further train the model\r\n\r\n**Designs**\r\nn/a\r\n\r\n**Describe alternatives you've considered**\r\nKeep ClassifAI as-is with Text Analytics and instead work to add additional functionality instead of more complex functionality as described here.\r\n\r\n**Additional context**\r\nn/a\r\n"}}
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