feat: move label suggestions to enterprise
This commit is contained in:
@@ -0,0 +1,54 @@
|
||||
module Enterprise::Integrations::OpenaiProcessorService
|
||||
ALLOWED_EVENT_NAMES = %w[rephrase summarize reply_suggestion label_suggestion].freeze
|
||||
CACHEABLE_EVENTS = %w[label_suggestion].freeze
|
||||
|
||||
def label_suggestion_message
|
||||
payload = label_suggestion_body
|
||||
return nil if payload.blank?
|
||||
|
||||
response = make_api_call(label_suggestion_body)
|
||||
|
||||
# LLMs are not deterministic, so this is bandaid solution
|
||||
# To what you ask? Sometimes, the response includes
|
||||
# "Labels:" in it's response in some format. This is a hacky way to remove it
|
||||
# TODO: Fix with with a better prompt
|
||||
response.gsub(/^(label|labels):/i, '')
|
||||
end
|
||||
|
||||
private
|
||||
|
||||
def labels_with_messages
|
||||
labels = hook.account.labels.pluck(:title).join(', ')
|
||||
|
||||
character_count = labels.length
|
||||
conversation = find_conversation
|
||||
messages = init_messages_body(false)
|
||||
add_messages_until_token_limit(conversation, messages, false, character_count)
|
||||
|
||||
return nil if messages.blank? || labels.blank?
|
||||
|
||||
"Messages:\n#{messages}\nLabels:\n#{labels}"
|
||||
end
|
||||
|
||||
def label_suggestion_body
|
||||
content = labels_with_messages
|
||||
return nil if content.blank?
|
||||
|
||||
{
|
||||
model: self.class::GPT_MODEL,
|
||||
messages: [
|
||||
{
|
||||
role: 'system',
|
||||
content: 'Your role is as an assistant to a customer support agent. You will be provided with a transcript of a conversation between a ' \
|
||||
'customer and the support agent, along with a list of potential labels. ' \
|
||||
'Your task is to analyze the conversation and select the two labels from the given list that most accurately ' \
|
||||
'represent the themes or issues discussed. Ensure you preserve the exact casing of the labels as they are provided in the list. ' \
|
||||
'Do not create new labels; only choose from those provided. Once you have made your selections, please provide your response ' \
|
||||
'as a comma-separated list of the provided labels. Remember, your response should only contain the labels you\'ve selected, ' \
|
||||
'in their original casing, and nothing else. '
|
||||
},
|
||||
{ role: 'user', content: content }
|
||||
]
|
||||
}.to_json
|
||||
end
|
||||
end
|
||||
@@ -141,3 +141,5 @@ class Integrations::Openai::ProcessorService < Integrations::OpenaiProcessorServ
|
||||
}.to_json
|
||||
end
|
||||
end
|
||||
|
||||
Integrations::Openai::ProcessorService.prepend_mod_with('Integrations::OpenaiProcessorService')
|
||||
|
||||
@@ -6,8 +6,8 @@ class Integrations::OpenaiProcessorService
|
||||
API_URL = 'https://api.openai.com/v1/chat/completions'.freeze
|
||||
GPT_MODEL = 'gpt-3.5-turbo'.freeze
|
||||
|
||||
ALLOWED_EVENT_NAMES = %w[rephrase summarize reply_suggestion label_suggestion].freeze
|
||||
CACHEABLE_EVENTS = %w[label_suggestion].freeze
|
||||
ALLOWED_EVENT_NAMES = %w[rephrase summarize reply_suggestion].freeze
|
||||
CACHEABLE_EVENTS = %w[].freeze
|
||||
|
||||
pattr_initialize [:hook!, :event!]
|
||||
|
||||
@@ -57,11 +57,15 @@ class Integrations::OpenaiProcessorService
|
||||
end
|
||||
|
||||
def valid_event_name?
|
||||
ALLOWED_EVENT_NAMES.include?(event_name)
|
||||
# self.class::ALLOWED_EVENT_NAMES is way to access ALLOWED_EVENT_NAMES defined in the class hierarchy of the current object.
|
||||
# This ensures that if ALLOWED_EVENT_NAMES is updated elsewhere in it's ancestors, we access the latest value.
|
||||
self.class::ALLOWED_EVENT_NAMES.include?(event_name)
|
||||
end
|
||||
|
||||
def event_is_cacheable?
|
||||
CACHEABLE_EVENTS.include?(event_name)
|
||||
# self.class::CACHEABLE_EVENTS is way to access CACHEABLE_EVENTS defined in the class hierarchy of the current object.
|
||||
# This ensures that if CACHEABLE_EVENTS is updated elsewhere in it's ancestors, we access the latest value.
|
||||
self.class::CACHEABLE_EVENTS.include?(event_name)
|
||||
end
|
||||
|
||||
def make_api_call(body)
|
||||
|
||||
Reference in New Issue
Block a user