"""Module for transferring requests to ClosedAI API""" import json import yaml import fastapi from dotenv import load_dotenv import streaming import moderation from db import users from helpers import tokens, errors load_dotenv() models_list = json.load(open('models.json')) with open('config/credits.yml', encoding='utf8') as f: credits_config = yaml.safe_load(f) async def handle(incoming_request): """Transfer a streaming response from the incoming request to the target endpoint""" path = incoming_request.url.path.replace('v1/v1/', 'v1/') # METHOD if incoming_request.method not in ['GET', 'POST', 'PUT', 'DELETE', 'PATCH']: return await errors.error(405, f'Method "{incoming_request.method}" is not allowed.', 'Change the request method to the correct one.') # PAYLOAD try: payload = await incoming_request.json() except json.decoder.JSONDecodeError: payload = {} # Tokenise w/ tiktoken try: input_tokens = await tokens.count_for_messages(payload['messages']) except (KeyError, TypeError): input_tokens = 0 # Check user auth received_key = incoming_request.headers.get('Authorization') if not received_key: return await errors.error(401, 'No NovaAI API key given!', 'Add "Authorization: Bearer nv-..." to your request headers.') if received_key.startswith('Bearer '): received_key = received_key.split('Bearer ')[1] user = await users.by_api_key(received_key.strip()) if not user: return await errors.error(401, 'Invalid NovaAI API key!', 'Create a new NovaOSS API key.') ban_reason = user['status']['ban_reason'] if ban_reason: return await errors.error(403, f'Your NovaAI account has been banned. Reason: "{ban_reason}".', 'Contact the staff for an appeal.') if not user['status']['active']: return await errors.error(418, 'Your NovaAI account is not active (paused).', 'Simply re-activate your account using a Discord command or the web panel.') if '/models' in path: return fastapi.responses.JSONResponse(content=models_list) # Calculate cost of tokens & check for nsfw prompts costs = credits_config['costs'] cost = costs['other'] policy_violation = False if 'chat/completions' in path: for model_name, model_cost in costs['chat-models'].items(): if model_name in payload['model']: cost = model_cost policy_violation = await moderation.is_policy_violated(payload['messages']) elif '/moderations' in path: pass else: inp = payload.get('input', payload.get('prompt')) if inp: if len(inp) > 2 and not inp.isnumeric(): policy_violation = await moderation.is_policy_violated(inp) if policy_violation: return await errors.error(400, f'The request contains content which violates this model\'s policies for "{policy_violation}".', 'We currently don\'t support any NSFW models.') role_cost_multiplier = credits_config['bonuses'].get(user['role'], 1) cost = round(cost * role_cost_multiplier) if user['credits'] < cost: return await errors.error(429, 'Not enough credits.', 'Wait or earn more credits. Learn more on our website or Discord server.') # Send the completion request if 'chat/completions' in path and not payload.get('stream') is True: payload['stream'] = False media_type = 'text/event-stream' if payload.get('stream', False) else 'application/json' return fastapi.responses.StreamingResponse( content=streaming.stream( user=user, path=path, payload=payload, credits_cost=cost, input_tokens=input_tokens, incoming_request=incoming_request, ), media_type=media_type )