diff --git a/lib/shared/tokenizer/tokenizer.rb b/lib/shared/tokenizer/tokenizer.rb new file mode 100644 index 00000000..17f55fdc --- /dev/null +++ b/lib/shared/tokenizer/tokenizer.rb @@ -0,0 +1,14 @@ +# frozen_string_literal: true + +module DiscourseAi + class Tokenizer + def self.tokenizer + @@tokenizer ||= + Tokenizers.from_file("./plugins/discourse-ai/tokenizers/bert-base-uncased.json") + end + + def self.size(text) + tokenizer.encode(text).tokens.size + end + end +end diff --git a/plugin.rb b/plugin.rb index 17289573..0d357a73 100644 --- a/plugin.rb +++ b/plugin.rb @@ -7,6 +7,8 @@ # url: TODO # required_version: 2.7.0 +gem "tokenizers", "0.3.2", platform: RUBY_PLATFORM + enabled_site_setting :discourse_ai_enabled register_asset "stylesheets/modules/ai-helper/common/ai-helper.scss" @@ -29,6 +31,8 @@ after_initialize do require_relative "lib/shared/post_classificator" require_relative "lib/shared/chat_message_classificator" + require_relative "lib/shared/tokenizer/tokenizer" + require_relative "lib/shared/database/connection" require_relative "lib/modules/nsfw/entry_point" diff --git a/spec/shared/tokenizer.rb b/spec/shared/tokenizer.rb new file mode 100644 index 00000000..fd568044 --- /dev/null +++ b/spec/shared/tokenizer.rb @@ -0,0 +1,39 @@ +# frozen_string_literal: true + +require "rails_helper" + +describe DiscourseAi::Tokenizer do + describe "#size" do + describe "returns a token count" do + it "for a single word" do + expect(DiscourseAi::Tokenizer.size("hello")).to eq(3) + end + + it "for a sentence" do + expect(DiscourseAi::Tokenizer.size("hello world")).to eq(4) + end + + it "for a sentence with punctuation" do + expect(DiscourseAi::Tokenizer.size("hello, world!")).to eq(6) + end + + it "for a sentence with punctuation and capitalization" do + expect(DiscourseAi::Tokenizer.size("Hello, World!")).to eq(6) + end + + it "for a sentence with punctuation and capitalization and numbers" do + expect(DiscourseAi::Tokenizer.size("Hello, World! 123")).to eq(7) + end + end + end + + describe "#tokenizer" do + it "returns a tokenizer" do + expect(DiscourseAi::Tokenizer.tokenizer).to be_a(Tokenizers::Tokenizer) + end + + it "returns the same tokenizer" do + expect(DiscourseAi::Tokenizer.tokenizer).to eq(DiscourseAi::Tokenizer.tokenizer) + end + end +end diff --git a/tokenizers/LICENSE b/tokenizers/LICENSE new file mode 100644 index 00000000..f49a4e16 --- /dev/null +++ b/tokenizers/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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