module Webshaker
class Ai
attr_reader :html_content
def initialize(html_content)
@html_content = html_content
end
def analyze(with_prompt:, respond_with: :text, temperature: 0.8, full_response: false)
response = ai_client.chat(
parameters: {
model: Webshaker.config.model,
messages: messages(with_prompt).concat((respond_with.to_sym == :json) ? [{role: "user", content: "respond with json"}] : []),
temperature:
}.merge(
(respond_with == :json) ? {response_format: {type: "json_object"}} : {}
)
)
# Return full response from the ai client if the respond_with is set to :full
return response if full_response
response = response["choices"][0]["message"]["content"]
response = JSON.parse(response) if respond_with === :json
response
end
private
def ai_client
@client ||= OpenAI::Client.new(access_token: Webshaker.config.open_ai_key)
end
def messages(user_prompt)
[
{role: "system", content: "You are an HTML interpreter. The user will give you the contents of an HTML and ask you something about it. Please comply with what the user asks."},
{role: "user", content: html_content},
{role: "user", content: user_prompt}
]
end
end
end