feat: Allow label suggestions with OpenAI APIs (#7428)
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@@ -1,28 +1,18 @@
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class Integrations::Openai::ProcessorService
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# 3.5 support 4,096 tokens
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# 1 token is approx 4 characters
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# 4,096 * 4 = 16,384 characters, sticking to 15,000 to be safe
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TOKEN_LIMIT = 15_000
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API_URL = 'https://api.openai.com/v1/chat/completions'.freeze
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GPT_MODEL = 'gpt-3.5-turbo'.freeze
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class Integrations::Openai::ProcessorService < Integrations::OpenaiBaseService
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def reply_suggestion_message
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make_api_call(reply_suggestion_body)
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end
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ALLOWED_EVENT_NAMES = %w[rephrase summarize reply_suggestion].freeze
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def summarize_message
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make_api_call(summarize_body)
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end
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pattr_initialize [:hook!, :event!]
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def perform
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event_name = event['name']
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return nil unless valid_event_name?(event_name)
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send("#{event_name}_message")
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def rephrase_message
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make_api_call(rephrase_body)
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end
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private
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def valid_event_name?(event_name)
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ALLOWED_EVENT_NAMES.include?(event_name)
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end
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def rephrase_body
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{
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model: GPT_MODEL,
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@@ -42,12 +32,8 @@ class Integrations::Openai::ProcessorService
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add_messages_until_token_limit(conversation, messages, in_array_format)
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end
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def find_conversation
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hook.account.conversations.find_by(display_id: event['data']['conversation_display_id'])
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end
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def add_messages_until_token_limit(conversation, messages, in_array_format)
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character_count = 0
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def add_messages_until_token_limit(conversation, messages, in_array_format, start_from = 0)
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character_count = start_from
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conversation.messages.chat.reorder('id desc').each do |message|
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character_count, message_added = add_message_if_within_limit(character_count, message, messages, in_array_format)
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break unless message_added
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@@ -112,26 +98,6 @@ class Integrations::Openai::ProcessorService
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].concat(conversation_messages(in_array_format: true))
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}.to_json
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end
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def reply_suggestion_message
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make_api_call(reply_suggestion_body)
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end
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def summarize_message
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make_api_call(summarize_body)
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end
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def rephrase_message
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make_api_call(rephrase_body)
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end
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def make_api_call(body)
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headers = {
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'Content-Type' => 'application/json',
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'Authorization' => "Bearer #{hook.settings['api_key']}"
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}
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response = HTTParty.post(API_URL, headers: headers, body: body)
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JSON.parse(response.body)['choices'].first['message']['content']
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end
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end
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Integrations::Openai::ProcessorService.prepend_mod_with('Integrations::OpenaiProcessorService')
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80
lib/integrations/openai_base_service.rb
Normal file
80
lib/integrations/openai_base_service.rb
Normal file
@@ -0,0 +1,80 @@
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class Integrations::OpenaiBaseService
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# 3.5 support 4,096 tokens
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# 1 token is approx 4 characters
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# 4,096 * 4 = 16,384 characters, sticking to 15,000 to be safe
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TOKEN_LIMIT = 15_000
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API_URL = 'https://api.openai.com/v1/chat/completions'.freeze
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GPT_MODEL = 'gpt-3.5-turbo'.freeze
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ALLOWED_EVENT_NAMES = %w[rephrase summarize reply_suggestion].freeze
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CACHEABLE_EVENTS = %w[].freeze
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pattr_initialize [:hook!, :event!]
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def perform
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return nil unless valid_event_name?
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return value_from_cache if value_from_cache.present?
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response = send("#{event_name}_message")
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save_to_cache(response) if response.present?
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response
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end
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private
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def event_name
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event['name']
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end
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def cache_key
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return nil unless event_is_cacheable?
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conversation = find_conversation
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return nil unless conversation
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# since the value from cache depends on the conversation last_activity_at, it will always be fresh
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format(::Redis::Alfred::OPENAI_CONVERSATION_KEY, event_name: event_name, conversation_id: conversation.id,
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updated_at: conversation.last_activity_at.to_i)
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end
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def value_from_cache
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return nil unless event_is_cacheable?
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return nil if cache_key.blank?
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Redis::Alfred.get(cache_key)
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end
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def save_to_cache(response)
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return nil unless event_is_cacheable?
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Redis::Alfred.setex(cache_key, response)
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end
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def find_conversation
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hook.account.conversations.find_by(display_id: event['data']['conversation_display_id'])
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end
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def valid_event_name?
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# self.class::ALLOWED_EVENT_NAMES is way to access ALLOWED_EVENT_NAMES defined in the class hierarchy of the current object.
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# This ensures that if ALLOWED_EVENT_NAMES is updated elsewhere in it's ancestors, we access the latest value.
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self.class::ALLOWED_EVENT_NAMES.include?(event_name)
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end
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def event_is_cacheable?
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# self.class::CACHEABLE_EVENTS is way to access CACHEABLE_EVENTS defined in the class hierarchy of the current object.
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# This ensures that if CACHEABLE_EVENTS is updated elsewhere in it's ancestors, we access the latest value.
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self.class::CACHEABLE_EVENTS.include?(event_name)
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end
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def make_api_call(body)
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headers = {
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'Content-Type' => 'application/json',
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'Authorization' => "Bearer #{hook.settings['api_key']}"
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}
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response = HTTParty.post(API_URL, headers: headers, body: body)
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JSON.parse(response.body)['choices'].first['message']['content']
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end
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end
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