Files
leadchat/enterprise/app/helpers/captain/chat_response_helper.rb
Aakash Bakhle aa7e3c2d38 feat: langfuse logging improvements (#13534)
Langfuse logging improvements

## Description

Please include a summary of the change and issue(s) fixed. Also, mention
relevant motivation, context, and any dependencies that this change
requires.
Fixes # (issue)
For reply suggestion: the errors are being stored inside output field,
but observations should be marked as errors.
For assistant: add credit_used metadata to filter handoffs from
ai-replies
For langfuse tool call: add `observation_type=tool`

## Type of change

- [x] Bug fix (non-breaking change which fixes an issue)
## How Has This Been Tested?

Please describe the tests that you ran to verify your changes. Provide
instructions so we can reproduce. Please also list any relevant details
for your test configuration.

before:
<img width="1028" height="57" alt="image"
src="https://github.com/user-attachments/assets/70f6a36e-6c33-444c-a083-723c7c9e823a"
/>

after:
<img width="872" height="69" alt="image"
src="https://github.com/user-attachments/assets/1b6b6f5f-5384-4e9c-92ba-f56748fec6dd"
/>

`credit_used` to filter handoffs from AI replies that cause credit usage
<img width="1082" height="672" alt="image"
src="https://github.com/user-attachments/assets/90914227-553a-4c03-bc43-56b2018ac7c1"
/>


set `observation_type` to `tool`
<img width="726" height="1452" alt="image"
src="https://github.com/user-attachments/assets/e639cc9b-1c6c-4427-887e-23e5523bf64f"
/>


## Checklist:

- [x] My code follows the style guidelines of this project
- [x] I have performed a self-review of my code
- [x] I have commented on my code, particularly in hard-to-understand
areas
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [x] New and existing unit tests pass locally with my changes
- [x] Any dependent changes have been merged and published in downstream
modules
2026-02-17 13:30:04 +05:30

76 lines
2.0 KiB
Ruby

module Captain::ChatResponseHelper
include Integrations::LlmInstrumentationConstants
private
def build_response(response)
Rails.logger.debug { "#{self.class.name} Assistant: #{@assistant.id}, Received response #{response}" }
parsed = parse_json_response(response.content)
apply_credit_usage_metadata(parsed)
persist_message(parsed, 'assistant')
parsed
end
def parse_json_response(content)
content = content.gsub('```json', '').gsub('```', '')
content = content.strip
JSON.parse(content)
rescue JSON::ParserError => e
Rails.logger.error "#{self.class.name} Assistant: #{@assistant.id}, Error parsing JSON response: #{e.message}"
{ 'content' => content }
end
def apply_credit_usage_metadata(parsed_response)
return unless captain_v1_assistant?
OpenTelemetry::Trace.current_span.set_attribute(
format(ATTR_LANGFUSE_METADATA, 'credit_used'),
credit_used_for_response?(parsed_response).to_s
)
rescue StandardError => e
Rails.logger.warn "#{self.class.name} Assistant: #{@assistant.id}, Failed to set credit usage metadata: #{e.message}"
end
def credit_used_for_response?(parsed_response)
response = parsed_response['response']
response.present? && response != 'conversation_handoff'
end
def captain_v1_assistant?
feature_name == 'assistant' && !@assistant.account.feature_enabled?('captain_integration_v2')
end
def persist_thinking_message(tool_call)
return if @copilot_thread.blank?
tool_name = tool_call.name.to_s
persist_message(
{
'content' => "Using #{tool_name}",
'function_name' => tool_name
},
'assistant_thinking'
)
end
def persist_tool_completion
return if @copilot_thread.blank?
tool_call = @pending_tool_calls&.pop
return unless tool_call
tool_name = tool_call.name.to_s
persist_message(
{
'content' => "Completed #{tool_name}",
'function_name' => tool_name
},
'assistant_thinking'
)
end
end