feat: legacy features to ruby llm (#12994)

This commit is contained in:
Aakash Bakhle
2025-12-11 14:17:28 +05:30
committed by GitHub
parent f2054e703a
commit 1de8d3e56d
39 changed files with 860 additions and 755 deletions

View File

@@ -7,14 +7,6 @@ module Integrations::LlmInstrumentation
include Integrations::LlmInstrumentationHelpers
include Integrations::LlmInstrumentationSpans
PROVIDER_PREFIXES = {
'openai' => %w[gpt- o1 o3 o4 text-embedding- whisper- tts-],
'anthropic' => %w[claude-],
'google' => %w[gemini-],
'mistral' => %w[mistral- codestral-],
'deepseek' => %w[deepseek-]
}.freeze
def instrument_llm_call(params)
return yield unless ChatwootApp.otel_enabled?
@@ -66,16 +58,57 @@ module Integrations::LlmInstrumentation
end
end
def determine_provider(model_name)
return 'openai' if model_name.blank?
def instrument_embedding_call(params)
return yield unless ChatwootApp.otel_enabled?
model = model_name.to_s.downcase
PROVIDER_PREFIXES.each do |provider, prefixes|
return provider if prefixes.any? { |prefix| model.start_with?(prefix) }
instrument_with_span(params[:span_name] || 'llm.embedding', params) do |span, track_result|
set_embedding_span_attributes(span, params)
result = yield
track_result.call(result)
set_embedding_result_attributes(span, result)
result
end
end
'openai'
def instrument_audio_transcription(params)
return yield unless ChatwootApp.otel_enabled?
instrument_with_span(params[:span_name] || 'llm.audio.transcription', params) do |span, track_result|
set_audio_transcription_span_attributes(span, params)
result = yield
track_result.call(result)
set_transcription_result_attributes(span, result)
result
end
end
def instrument_moderation_call(params)
return yield unless ChatwootApp.otel_enabled?
instrument_with_span(params[:span_name] || 'llm.moderation', params) do |span, track_result|
set_moderation_span_attributes(span, params)
result = yield
track_result.call(result)
set_moderation_result_attributes(span, result)
result
end
end
def instrument_with_span(span_name, params, &)
result = nil
executed = false
tracer.in_span(span_name) do |span|
track_result = lambda do |r|
executed = true
result = r
end
yield(span, track_result)
end
rescue StandardError => e
ChatwootExceptionTracker.new(e, account: resolve_account(params)).capture_exception
raise unless executed
result
end
private
@@ -86,36 +119,4 @@ module Integrations::LlmInstrumentation
nil
end
def setup_span_attributes(span, params)
set_request_attributes(span, params)
set_prompt_messages(span, params[:messages])
set_metadata_attributes(span, params)
end
def record_completion(span, result)
if result.respond_to?(:content)
span.set_attribute(ATTR_GEN_AI_COMPLETION_ROLE, result.role.to_s) if result.respond_to?(:role)
span.set_attribute(ATTR_GEN_AI_COMPLETION_CONTENT, result.content.to_s)
elsif result.is_a?(Hash)
set_completion_attributes(span, result) if result.is_a?(Hash)
end
end
def set_request_attributes(span, params)
provider = determine_provider(params[:model])
span.set_attribute(ATTR_GEN_AI_PROVIDER, provider)
span.set_attribute(ATTR_GEN_AI_REQUEST_MODEL, params[:model])
span.set_attribute(ATTR_GEN_AI_REQUEST_TEMPERATURE, params[:temperature]) if params[:temperature]
end
def set_prompt_messages(span, messages)
messages.each_with_index do |msg, idx|
role = msg[:role] || msg['role']
content = msg[:content] || msg['content']
span.set_attribute(format(ATTR_GEN_AI_PROMPT_ROLE, idx), role)
span.set_attribute(format(ATTR_GEN_AI_PROMPT_CONTENT, idx), content.to_s)
end
end
end