[Backend] Append System-Generated UUIDs to LLM Responses

[linear[bot]]

As a developer, I do not want the LLM to generate UUIDs, as they tend to be incorrect or not unique. Instead, the code should generate a UUID and append it to the LLM response to ensure reliability and uniqueness.

Acceptance Criteria:

1. Ensure that UUID generation is removed from the LLM's responsibilities.
2. Implement a mechanism in the code to generate a UUID after receiving a response from the LLM.
3. Append the system-generated UUID to each LLM response before further processing or storage.
4. Validate that the UUIDs generated by the code are correctly formatted and unique.

Tasks:

• [ ] Identify and remove any logic within the LLM that attempts to generate UUIDs.
• [ ] Implement a function to generate UUIDs using a reliable library or method.
• [ ] Modify the response handling process to append the system-generated UUID to each LLM response.
• [ ] Conduct tests to verify that UUIDs are correctly generated, appended, and unique across multiple responses.
• [ ] Update documentation to reflect the change in UUID generation and management.

Implementation Notes:

• Use a robust library like Python's uuid module to generate UUIDs.
• Ensure the integration of UUID generation is seamless and does not impact the LLM's response handling.

• Example implementation for generating and appending a UUID:

  import uuid
  def process_llm_response(llm_response):
    # Generate a new UUID
    response_uuid = str(uuid.uuid4())
  
    # Append the UUID to the LLM response
    llm_response['uuid'] = response_uuid
  
    return llm_response

Additional Notes:

• Ensure the UUID generation process is efficient and does not introduce significant latency.
• Consider implementing logging or monitoring to track UUID usage and detect any potential issues with duplication or format errors.

[linear[bot]]

VER-102 [Backend] Append System-Generated UUIDs to LLM Responses