discourse-ai/lib/modules/embeddings/hyde_generators/openai.rb

31 lines
832 B
Ruby

# frozen_string_literal: true
module DiscourseAi
module Embeddings
module HydeGenerators
class OpenAi < DiscourseAi::Embeddings::HydeGenerators::Base
def prompt(search_term)
[
{
role: "system",
content: "You are a helpful bot. You create forum posts about a given topic.",
},
{ role: "user", content: "Create a forum post about the topic: #{search_term}" },
]
end
def models
%w[gpt-3.5-turbo gpt-4]
end
def hypothetical_post_from(query)
::DiscourseAi::Inference::OpenAiCompletions.perform!(
prompt(query),
SiteSetting.ai_embeddings_semantic_search_hyde_model,
).dig(:choices, 0, :message, :content)
end
end
end
end
end