discourse-ai/spec/lib/completions/dialects/dialect_context.rb

121 lines
3.7 KiB
Ruby

# 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 <input></input> XML tags:
<input>
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.
</input>
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