# frozen_string_literal: true require "rails_helper" describe DiscourseAi::Tokenizer::BertTokenizer do describe "#size" do describe "returns a token count" do it "for a single word" do expect(described_class.size("hello")).to eq(3) end it "for a sentence" do expect(described_class.size("hello world")).to eq(4) end it "for a sentence with punctuation" do expect(described_class.size("hello, world!")).to eq(6) end it "for a sentence with punctuation and capitalization" do expect(described_class.size("Hello, World!")).to eq(6) end it "for a sentence with punctuation and capitalization and numbers" do expect(described_class.size("Hello, World! 123")).to eq(7) end end end describe "#tokenizer" do it "returns a tokenizer" do expect(described_class.tokenizer).to be_a(Tokenizers::Tokenizer) end it "returns the same tokenizer" do expect(described_class.tokenizer).to eq(described_class.tokenizer) end end describe "#truncate" do it "truncates a sentence" do sentence = "foo bar baz qux quux corge grault garply waldo fred plugh xyzzy thud" expect(described_class.truncate(sentence, 3)).to eq("foo bar") end end end describe DiscourseAi::Tokenizer::AnthropicTokenizer do describe "#size" do describe "returns a token count" do it "for a sentence with punctuation and capitalization and numbers" do expect(described_class.size("Hello, World! 123")).to eq(5) end end end describe "#truncate" do it "truncates a sentence" do sentence = "foo bar baz qux quux corge grault garply waldo fred plugh xyzzy thud" expect(described_class.truncate(sentence, 3)).to eq("foo bar baz") end end end describe DiscourseAi::Tokenizer::OpenAiTokenizer do describe "#size" do describe "returns a token count" do it "for a sentence with punctuation and capitalization and numbers" do expect(described_class.size("Hello, World! 123")).to eq(6) end end end describe "#truncate" do it "truncates a sentence" do sentence = "foo bar baz qux quux corge grault garply waldo fred plugh xyzzy thud" expect(described_class.truncate(sentence, 3)).to eq("foo bar baz") end it "truncates a sentence successfully at a multibyte unicode character" do sentence = "foo bar 👨🏿‍👩🏿‍👧🏿‍👧🏿 baz qux quux corge grault garply waldo fred plugh xyzzy thud" expect(described_class.truncate(sentence, 7)).to eq("foo bar 👨🏿") end end end describe DiscourseAi::Tokenizer::AllMpnetBaseV2Tokenizer do describe "#size" do describe "returns a token count" do it "for a sentence with punctuation and capitalization and numbers" do expect(described_class.size("Hello, World! 123")).to eq(7) end end end describe "#truncate" do it "truncates a sentence" do sentence = "foo bar baz qux quux corge grault garply waldo fred plugh xyzzy thud" expect(described_class.truncate(sentence, 3)).to eq("foo bar") end end end describe DiscourseAi::Tokenizer::Llama2Tokenizer do describe "#size" do describe "returns a token count" do it "for a sentence with punctuation and capitalization and numbers" do expect(described_class.size("Hello, World! 123")).to eq(9) end end end describe "#truncate" do it "truncates a sentence" do sentence = "foo bar baz qux quux corge grault garply waldo fred plugh xyzzy thud" expect(described_class.truncate(sentence, 3)).to eq("foo bar") end end end describe DiscourseAi::Tokenizer::MultilingualE5LargeTokenizer do describe "#size" do describe "returns a token count" do it "for a sentence with punctuation and capitalization and numbers" do expect(described_class.size("Hello, World! 123")).to eq(7) end end end describe "#truncate" do it "truncates a sentence" do sentence = "foo bar baz qux quux corge grault garply waldo fred plugh xyzzy thud" expect(described_class.truncate(sentence, 3)).to eq("foo") end end end describe DiscourseAi::Tokenizer::BgeLargeEnTokenizer do describe "#size" do describe "returns a token count" do it "for a sentence with punctuation and capitalization and numbers" do expect(described_class.size("Hello, World! 123")).to eq(7) end end end describe "#truncate" do it "truncates a sentence" do sentence = "foo bar baz qux quux corge grault garply waldo fred plugh xyzzy thud" expect(described_class.truncate(sentence, 3)).to eq("foo bar") end end end