{"action":"created","issue":{"url":"https://api.github.com/repos/gunthercox/ChatterBot/issues/945","repository_url":"https://api.github.com/repos/gunthercox/ChatterBot","labels_url":"https://api.github.com/repos/gunthercox/ChatterBot/issues/945/labels{/name}","comments_url":"https://api.github.com/repos/gunthercox/ChatterBot/issues/945/comments","events_url":"https://api.github.com/repos/gunthercox/ChatterBot/issues/945/events","html_url":"https://github.com/gunthercox/ChatterBot/pull/945","id":251151288,"number":945,"title":"Add inverted index for mongodb","user":{"login":"corcassia","id":6883957,"avatar_url":"https://avatars3.githubusercontent.com/u/6883957?v=4","gravatar_id":"","url":"https://api.github.com/users/corcassia","html_url":"https://github.com/corcassia","followers_url":"https://api.github.com/users/corcassia/followers","following_url":"https://api.github.com/users/corcassia/following{/other_user}","gists_url":"https://api.github.com/users/corcassia/gists{/gist_id}","starred_url":"https://api.github.com/users/corcassia/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/corcassia/subscriptions","organizations_url":"https://api.github.com/users/corcassia/orgs","repos_url":"https://api.github.com/users/corcassia/repos","events_url":"https://api.github.com/users/corcassia/events{/privacy}","received_events_url":"https://api.github.com/users/corcassia/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":5,"created_at":"2017-08-18T06:28:12Z","updated_at":"2017-08-18T10:33:58Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/gunthercox/ChatterBot/pulls/945","html_url":"https://github.com/gunthercox/ChatterBot/pull/945","diff_url":"https://github.com/gunthercox/ChatterBot/pull/945.diff","patch_url":"https://github.com/gunthercox/ChatterBot/pull/945.patch"},"body":"Signed-off-by: corcassia <mymusise1@gmail.com>\r\nHi, I add the Inverted Index for mongodb. What new:\r\n- Creating the Inverted Index when training dataset\r\n- It will just compare the similar statement when getting a response (Only `BestMatch`)\r\n\r\nImproving performance：\r\n\r\n| Version | Response Time(s) |\r\n| ---------- | ------------------------ |\r\n| Before | 3.1 |\r\n| After | 0.1 |\r\n\r\nIt test with 28000 rows dataset on Ubuntu 14.04 + Core i5 4670 + 12G Menery.\r\n\r\nHope it helps."},"comment":{"url":"https://api.github.com/repos/gunthercox/ChatterBot/issues/comments/323320048","html_url":"https://github.com/gunthercox/ChatterBot/pull/945#issuecomment-323320048","issue_url":"https://api.github.com/repos/gunthercox/ChatterBot/issues/945","id":323320048,"user":{"login":"corcassia","id":6883957,"avatar_url":"https://avatars3.githubusercontent.com/u/6883957?v=4","gravatar_id":"","url":"https://api.github.com/users/corcassia","html_url":"https://github.com/corcassia","followers_url":"https://api.github.com/users/corcassia/followers","following_url":"https://api.github.com/users/corcassia/following{/other_user}","gists_url":"https://api.github.com/users/corcassia/gists{/gist_id}","starred_url":"https://api.github.com/users/corcassia/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/corcassia/subscriptions","organizations_url":"https://api.github.com/users/corcassia/orgs","repos_url":"https://api.github.com/users/corcassia/repos","events_url":"https://api.github.com/users/corcassia/events{/privacy}","received_events_url":"https://api.github.com/users/corcassia/received_events","type":"User","site_admin":false},"created_at":"2017-08-18T10:33:58Z","updated_at":"2017-08-18T10:33:58Z","body":"@vkosuri  Yes, I think **tag filtering** is a good idea. \r\nBut, to get the tag of input statement, will it iterate all sample or pass a **classify model**? "}}
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