# frozen_string_literal: true class DialectContext def initialize(dialect_klass, llm_model) @dialect_klass = dialect_klass @llm_model = llm_model end def dialect(prompt) @dialect_klass.new(prompt, @llm_model) end def prompt DiscourseAi::Completions::Prompt.new(system_insts, tools: tools) end def dialect_tools dialect(prompt).tools end def system_user_scenario a_prompt = prompt a_prompt.push(type: :user, content: simple_user_input) dialect(a_prompt).translate end def image_generation_scenario context_and_multi_turn = [ { type: :user, id: "user1", content: "draw a cat" }, { type: :tool_call, id: "tool_id", content: { name: "draw", arguments: { picture: "Cat" } }.to_json, }, { type: :tool, id: "tool_id", content: "I'm a tool result".to_json }, { type: :user, id: "user1", content: "draw another cat" }, ] a_prompt = prompt context_and_multi_turn.each { |msg| a_prompt.push(**msg) } dialect(a_prompt).translate end def multi_turn_scenario context_and_multi_turn = [ { type: :user, id: "user1", content: "This is a message by a user" }, { type: :model, content: "I'm a previous bot reply, that's why there's no user" }, { type: :user, id: "user1", content: "This is a new message by a user" }, { type: :tool_call, id: "tool_id", name: "get_weather", content: { arguments: { location: "Sydney", unit: "c" } }.to_json, }, { type: :tool, id: "tool_id", name: "get_weather", content: "I'm a tool result".to_json }, ] a_prompt = prompt context_and_multi_turn.each { |msg| a_prompt.push(**msg) } dialect(a_prompt).translate end def long_user_input_scenario(length: 1_000) long_message = long_message_text(length: length) a_prompt = prompt a_prompt.push(type: :user, content: long_message, id: "user1") dialect(a_prompt).translate end def long_message_text(length: 1_000) "This a message by a user" * length end def simple_user_input <<~TEXT Here is the text, inside XML tags: To perfect his horror, Caesar, surrounded at the base of the statue by the impatient daggers of his friends, discovers among the faces and blades that of Marcus Brutus, his protege, perhaps his son, and he no longer defends himself, but instead exclaims: 'You too, my son!' Shakespeare and Quevedo capture the pathetic cry. Destiny favors repetitions, variants, symmetries; nineteen centuries later, in the southern province of Buenos Aires, a gaucho is attacked by other gauchos and, as he falls, recognizes a godson of his and says with gentle rebuke and slow surprise (these words must be heard, not read): 'But, my friend!' He is killed and does not know that he dies so that a scene may be repeated. TEXT end def system_insts <<~TEXT I want you to act as a title generator for written pieces. I will provide you with a text, and you will generate five attention-grabbing titles. Please keep the title concise and under 20 words, and ensure that the meaning is maintained. Replies will utilize the language type of the topic. TEXT end def tools [ { name: "get_weather", description: "Get the weather in a city", parameters: [ { name: "location", type: "string", description: "the city name", required: true }, { name: "unit", type: "string", description: "the unit of measurement celcius c or fahrenheit f", enum: %w[c f], required: true, }, ], }, ] end end