Files
leadchat/enterprise/app/services/captain/llm/contact_notes_service.rb
Shivam Mishra 3a4249da11 feat: Add support for multi-language support for Captain (#11068)
This PR implements the following features

- FAQs from conversations will be generated in account language
- Contact notes will be generated in account language
- Copilot chat will respond in user language, unless the agent asks the
question in a different language

## Changes
### Copilot Chat

- Update the prompt to include an instruction for the language, the bot
will reply in asked language, but will default to account language
- Update the `ChatService` class to include pass the language to
`SystemPromptsService`

### FAQ and Contact note generation

- Update contact note generator and conversation generator to include
account locale
- Pass the account locale to `SystemPromptsService`


<details><summary>Screenshots</summary>

#### FAQs being generated in system langauge

![CleanShot 2025-03-12 at 13 32
30@2x](https://github.com/user-attachments/assets/84685bd8-3785-4432-aff3-419f60d96dd3)


#### Copilot responding in system language

![CleanShot 2025-03-12 at 13 47
03@2x](https://github.com/user-attachments/assets/38383293-4228-47bd-b74a-773e9a194f90)


</details>

---------

Co-authored-by: Muhsin Keloth <muhsinkeramam@gmail.com>
Co-authored-by: Pranav <pranav@chatwoot.com>
2025-03-19 18:25:33 -07:00

58 lines
1.4 KiB
Ruby

class Captain::Llm::ContactNotesService < Llm::BaseOpenAiService
def initialize(assistant, conversation)
super()
@assistant = assistant
@conversation = conversation
@contact = conversation.contact
@content = "#Contact\n\n#{@contact.to_llm_text} \n\n#Conversation\n\n#{@conversation.to_llm_text}"
end
def generate_and_update_notes
generate_notes.each do |note|
@contact.notes.create!(content: note)
end
end
private
attr_reader :content
def generate_notes
response = @client.chat(parameters: chat_parameters)
parse_response(response)
rescue OpenAI::Error => e
Rails.logger.error "OpenAI API Error: #{e.message}"
[]
end
def chat_parameters
account_language = @conversation.account.locale_english_name
prompt = Captain::Llm::SystemPromptsService.notes_generator(account_language)
{
model: @model,
response_format: { type: 'json_object' },
messages: [
{
role: 'system',
content: prompt
},
{
role: 'user',
content: content
}
]
}
end
def parse_response(response)
content = response.dig('choices', 0, 'message', 'content')
return [] if content.nil?
JSON.parse(content.strip).fetch('notes', [])
rescue JSON::ParserError => e
Rails.logger.error "Error in parsing GPT processed response: #{e.message}"
[]
end
end