from typing import Tuple import flask from flask import jsonify, request from llm_server import opts from llm_server.database.database import do_db_log from llm_server.database.log_to_db import log_to_db from llm_server.routes.helpers.client import format_sillytavern_err from llm_server.routes.request_handler import RequestHandler class OobaRequestHandler(RequestHandler): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) def handle_request(self, return_ok: bool = True): assert not self.used if self.offline: msg = 'The model you requested is not a valid choice. Please retry your query.' print(msg) self.handle_error(msg) request_valid, invalid_response = self.validate_request() if not request_valid: return invalid_response # Reconstruct the request JSON with the validated parameters and prompt. prompt = self.request_json_body.get('prompt', '') llm_request = {**self.parameters, 'prompt': prompt} _, backend_response = self.generate_response(llm_request) if return_ok: # Always return 200 so ST displays our error messages return backend_response[0], 200 else: # The OpenAI route needs to detect 429 errors. return backend_response def handle_ratelimited(self, do_log: bool = True): msg = f'Ratelimited: you are only allowed to have {opts.simultaneous_requests_per_ip} simultaneous requests at a time. Please complete your other requests before sending another.' backend_response = self.handle_error(msg) if do_log: log_to_db(self.client_ip, self.token, self.request_json_body.get('prompt', ''), backend_response[0].data.decode('utf-8'), None, self.parameters, dict(self.request.headers), 429, self.request.url, self.backend_url, is_error=True) return backend_response[0], 429 def handle_error(self, error_msg: str, error_type: str = 'error') -> Tuple[flask.Response, int]: disable_st_error_formatting = request.headers.get('LLM-ST-Errors', False) == 'true' if disable_st_error_formatting: # TODO: how to format this response_msg = error_msg else: response_msg = format_sillytavern_err(error_msg, error_type=error_type, backend_url=self.backend_url) return jsonify({ 'results': [{'text': response_msg}] }), 200 # return 200 so we don't trigger an error message in the client's ST