feat(captain): route llm calls by provider
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@@ -84,13 +84,12 @@ class Integrations::LlmBaseService
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end
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def api_base
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endpoint = InstallationConfig.find_by(name: 'CAPTAIN_OPEN_AI_ENDPOINT')&.value.presence || 'https://api.openai.com/'
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endpoint = endpoint.chomp('/')
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"#{endpoint}/v1"
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Llm::Config.api_base_for(llm_provider)
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end
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def make_api_call(body)
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parsed_body = JSON.parse(body)
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@llm_provider = provider_for_model(parsed_body['model'])
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instrumentation_params = build_instrumentation_params(parsed_body)
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instrument_llm_call(instrumentation_params) do
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@@ -102,9 +101,10 @@ class Integrations::LlmBaseService
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messages = parsed_body['messages']
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model = parsed_body['model']
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credential = llm_credential
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return { error: I18n.t('captain.api_key_missing'), error_code: 401, request_messages: messages } if credential.blank?
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Llm::Config.with_api_key(credential[:api_key], api_base: api_base) do |context|
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chat = context.chat(model: model)
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Llm::Config.with_api_key(credential[:api_key], provider: llm_provider, api_base: api_base) do |context|
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chat = Llm::ProviderChat.new(context.chat(model: model, provider: llm_provider, assume_model_exists: true), provider: llm_provider)
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setup_chat_with_messages(chat, messages)
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end
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rescue StandardError => e
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@@ -161,13 +161,22 @@ class Integrations::LlmBaseService
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conversation_id: conversation&.display_id,
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feature_name: event_name,
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model: parsed_body['model'],
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provider: llm_provider,
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messages: parsed_body['messages'],
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temperature: parsed_body['temperature']
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}
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end
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def llm_credential
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@llm_credential ||= { api_key: hook.settings['api_key'], source: :hook }
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@llm_credential ||= Llm::CredentialResolver.new(provider: llm_provider, openai_hook: hook).resolve
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end
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def llm_provider
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@llm_provider || Llm::Config::DEFAULT_PROVIDER
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end
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def provider_for_model(model)
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Llm::Models.provider_for(model) || Llm::Config::DEFAULT_PROVIDER
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end
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def exception_tracking_account
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@@ -35,7 +35,7 @@ module Integrations::LlmInstrumentationHelpers
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end
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def set_request_attributes(span, params)
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provider = determine_provider(params[:model])
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provider = params[:provider] || determine_provider(params[:model])
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span.set_attribute(ATTR_GEN_AI_PROVIDER, provider)
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span.set_attribute(ATTR_GEN_AI_REQUEST_MODEL, params[:model])
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span.set_attribute(ATTR_GEN_AI_REQUEST_TEMPERATURE, params[:temperature]) if params[:temperature]
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