"""Does quite a few checks and prepares the incoming request for the target endpoint, so it can be streamed""" import json import yaml import fastapi from dotenv import load_dotenv import streaming import moderation from db.users import UserManager from helpers import tokens, errors load_dotenv() models_list = json.load(open('models.json')) with open('config/config.yml', encoding='utf8') as f: config = yaml.safe_load(f) async def handle(incoming_request): """ ### Transfer a streaming response Takes the request from the incoming request to the target endpoint. Checks method, token amount, auth and cost along with if request is NSFW. """ users = UserManager() path = incoming_request.url.path.replace('v1/v1/', 'v1/') if '/models' in path: return fastapi.responses.JSONResponse(content=models_list) try: payload = await incoming_request.json() except json.decoder.JSONDecodeError: payload = {} try: input_tokens = await tokens.count_for_messages(payload.get('messages', [])) except (KeyError, TypeError): input_tokens = 0 received_key = incoming_request.headers.get('Authorization') if not received_key or not received_key.startswith('Bearer '): return await errors.error(401, 'No NovaAI API key given!', 'Add "Authorization: Bearer nv-..." to your request headers.') user = await users.user_by_api_key(received_key.split('Bearer ')[1].strip()) if not user or not user['status']['active']: return await errors.error(401, 'Invalid or inactive NovaAI API key!', 'Create a new NovaOSS API key or reactivate your account.') 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.') costs = config['costs'] cost = costs['other'] if 'chat/completions' in path: cost = costs['chat-models'].get(payload.get('model'), cost) policy_violation = False if 'chat/completions' in path or ('input' in payload or 'prompt' in payload): inp = payload.get('input', payload.get('prompt', '')) if inp and 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 = user.get('role', 'default') try: role_cost_multiplier = config['roles'][role]['bonus'] except KeyError: role_cost_multiplier = 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.') if 'chat/completions' in path and not payload.get('stream', False): 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 )