mirror of
https://github.com/NovaOSS/nova-api.git
synced 2024-11-25 14:33:57 +01:00
Added token-based credit cost
This commit is contained in:
parent
4444fc1315
commit
30bd5616b8
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@ -65,6 +65,7 @@ This one's code can be found in the following repository: [github.com/novaoss/no
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# Setup
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## Requirements
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- **Rust** (`curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh`)
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- newest **Python** version
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- newest Python **pip** version
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- **MongoDB** database
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@ -5,21 +5,28 @@ async def after_request(
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incoming_request: dict,
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target_request: dict,
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user: dict,
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tokens: dict,
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credits_cost: int,
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input_tokens: int,
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path: str,
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is_chat: bool,
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model: str,
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provider: str,
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) -> None:
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"""Runs after every request."""
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if user and incoming_request:
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await logs.log_api_request(user=user, incoming_request=incoming_request, target_url=target_request['url'])
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await logs.log_api_request(
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user=user,
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incoming_request=incoming_request,
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target_url=target_request['url'],
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tokens=tokens,
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provider=provider
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)
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if credits_cost and user:
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await users.manager.update_by_id(user['_id'], {'$inc': {'credits': -credits_cost}})
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ip_address = await network.get_ip(incoming_request)
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ip_address = network.get_ip(incoming_request)
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await stats.manager.add_date()
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# await stats.manager.add_ip_address(ip_address)
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@ -28,4 +35,3 @@ async def after_request(
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if is_chat:
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await stats.manager.add_model(model)
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await stats.manager.add_tokens(input_tokens, model)
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@ -5,9 +5,9 @@ costs:
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other: 5 # Other endpoints
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chat-models: # chat completions
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gpt-4-32k: 200
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gpt-4: 50
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gpt-3: 10
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gpt-4-32k: 100
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gpt-4: 20
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gpt-3: 5
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## Roles Explanation
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@ -17,11 +17,11 @@ costs:
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roles:
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owner:
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bonus: 0
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admin:
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enterprise:
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bonus: 0.2
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helper:
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admin:
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bonus: 0.4
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booster:
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helper:
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bonus: 0.6
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default:
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bonus: 1.0
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@ -19,7 +19,7 @@ conn = AsyncIOMotorClient(os.environ['MONGO_URI'])
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async def _get_collection(collection_name: str):
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return conn[os.getenv('MONGO_NAME', 'nova-test')][collection_name]
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async def log_api_request(user: dict, incoming_request, target_url: str):
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async def log_api_request(user: dict, incoming_request, target_url: str, tokens: dict, provider: str) -> dict:
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"""Logs the API Request into the database."""
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db = await _get_collection('logs')
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@ -32,20 +32,24 @@ async def log_api_request(user: dict, incoming_request, target_url: str):
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pass
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model = payload.get('model')
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ip_address = await network.get_ip(incoming_request)
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ip_address = network.get_ip(incoming_request)
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path = incoming_request.url.path
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if path == '/v1/chat/completions':
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path = 'c'
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new_log_item = {
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'timestamp': time.time(),
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'method': incoming_request.method,
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'path': incoming_request.url.path,
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'path': path,
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'user_id': str(user['_id']),
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'security': {
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'ip': ip_address,
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},
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'details': {
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'model': model,
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'target_url': target_url
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}
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'provider': provider,
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},
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'tokens': tokens,
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}
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inserted = await db.insert_one(new_log_item)
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@ -17,7 +17,16 @@ load_dotenv()
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with open(os.path.join(helpers.root, 'api', 'config', 'config.yml'), encoding='utf8') as f:
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credits_config = yaml.safe_load(f)
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## MONGODB Setup
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infix = os.getenv('KEYGEN_INFIX', 'S3LFH0ST')
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async def generate_api_key():
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chars = string.ascii_letters + string.digits
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suffix = ''.join(random.choices(chars, k=20))
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prefix = ''.join(random.choices(chars, k=20))
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new_api_key = f'nv2-{prefix}{infix}{suffix}'
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return new_api_key
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class UserManager:
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"""
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@ -31,19 +40,13 @@ class UserManager:
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return self.conn[os.getenv('MONGO_NAME', 'nova-test')][collection_name]
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async def get_all_users(self):
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collection = self.conn[os.getenv('MONGO_NAME', 'nova-test')]['users']
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collection = self.conn['nova-core']['users']
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return collection#.find()
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async def create(self, discord_id: str = '') -> dict:
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db = await self._get_collection('users')
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chars = string.ascii_letters + string.digits
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infix = os.getenv('KEYGEN_INFIX', 'S3LFH0ST')
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suffix = ''.join(random.choices(chars, k=20))
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prefix = ''.join(random.choices(chars, k=20))
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new_api_key = f'nv2-{prefix}{infix}{suffix}'
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new_api_key = await generate_api_key()
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existing_user = await self.user_by_discord_id(discord_id)
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if existing_user: # just change api key
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await db.update_one({'auth.discord': str(int(discord_id))}, {'$set': {'api_key': new_api_key}})
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@ -73,7 +76,18 @@ class UserManager:
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async def user_by_discord_id(self, discord_id: str):
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db = await self._get_collection('users')
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return await db.find_one({'auth.discord': str(int(discord_id))})
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user = await db.find_one({'auth.discord': str(discord_id)})
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if not user:
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return
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if user['api_key'] == '':
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new_api_key = await generate_api_key()
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await db.update_one({'auth.discord': str(discord_id)}, {'$set': {'api_key': new_api_key}})
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user = await db.find_one({'auth.discord': str(discord_id)})
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return user
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async def user_by_api_key(self, key: str):
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db = await self._get_collection('users')
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@ -85,6 +99,7 @@ class UserManager:
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async def update_by_discord_id(self, discord_id: str, update):
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db = await self._get_collection('users')
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return await db.update_one({'auth.discord': str(int(discord_id))}, update)
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async def update_by_filter(self, obj_filter, update):
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@ -98,7 +113,7 @@ class UserManager:
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manager = UserManager()
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async def demo():
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user = await UserManager().create(69420)
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user = await UserManager().create('1099385227077488700')
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print(user)
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if __name__ == '__main__':
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@ -22,9 +22,6 @@ with open(os.path.join('cache', 'models.json'), encoding='utf8') as f:
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models_list = json.load(f)
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models = [model['id'] for model in models_list['data']]
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with open(os.path.join('config', 'config.yml'), encoding='utf8') as f:
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config = yaml.safe_load(f)
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moderation_debug_key = os.getenv('MODERATION_DEBUG_KEY')
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async def handle(incoming_request: fastapi.Request):
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@ -36,10 +33,10 @@ async def handle(incoming_request: fastapi.Request):
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path = incoming_request.url.path
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path = path.replace('/v1/v1', '/v1')
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ip_address = await network.get_ip(incoming_request)
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ip_address = network.get_ip(incoming_request)
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if '/dashboard' in path:
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return errors.error(404, 'You can\'t access /dashboard.', 'This is a private endpoint.')
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return await errors.error(404, 'You can\'t access /dashboard.', 'This is a private endpoint.')
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if path.startswith('/v1/models'):
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return fastapi.responses.JSONResponse(content=models_list)
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@ -79,25 +76,7 @@ async def handle(incoming_request: fastapi.Request):
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if 'account/credits' in path:
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return fastapi.responses.JSONResponse({'credits': user['credits']})
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costs = config['costs']
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cost = costs['other']
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if 'chat/completions' in path:
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cost = costs['chat-models'].get(payload.get('model'), cost)
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role = user.get('role', 'default')
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if 'enterprise' in role:
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role_cost_multiplier = 0.1
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else:
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try:
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role_cost_multiplier = config['roles'][role]['bonus']
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except KeyError:
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role_cost_multiplier = 1
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cost = round(cost * role_cost_multiplier)
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if user['credits'] < cost:
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if user['credits'] < 1:
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return await errors.error(429, 'Not enough credits.', 'Wait or earn more credits. Learn more on our website or Discord server.')
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if 'DISABLE_VARS' not in key_tags:
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@ -168,8 +147,6 @@ async def handle(incoming_request: fastapi.Request):
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user=user,
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path=path,
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payload=payload,
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credits_cost=cost,
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input_tokens=0,
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incoming_request=incoming_request,
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),
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media_type=media_type
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@ -1,28 +1,19 @@
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import os
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import time
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from dotenv import load_dotenv
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from slowapi.util import get_remote_address
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load_dotenv()
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async def get_ip(request) -> str:
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def get_ip(request) -> str:
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"""Get the IP address of the incoming request."""
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xff = None
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if request.headers.get('x-forwarded-for'):
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xff, *_ = request.headers['x-forwarded-for'].split(', ')
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possible_ips = [xff, request.headers.get('cf-connecting-ip'), request.client.host]
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detected_ip = next((i for i in possible_ips if i), None)
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detected_ip = request.headers.get('cf-connecting-ip', get_remote_address(request))
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return detected_ip
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def get_ratelimit_key(request) -> str:
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"""Get the IP address of the incoming request."""
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custom = os.environ('NO_RATELIMIT_IPS')
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ip = get_remote_address(request)
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if ip in custom:
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return f'enterprise_{ip}'
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ip = get_ip(request)
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return ip
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@ -2,7 +2,7 @@ import time
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import asyncio
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import tiktoken
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async def count_for_messages(messages: list, model: str='gpt-3.5-turbo-0613') -> int:
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async def count_tokens_for_messages(messages: list, model: str='gpt-3.5-turbo-0613') -> int:
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"""Return the number of tokens used by a list of messages
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Args:
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@ -38,13 +38,13 @@ async def count_for_messages(messages: list, model: str='gpt-3.5-turbo-0613') ->
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tokens_per_name = -1 # if there's a name, the role is omitted
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elif 'gpt-3.5-turbo' in model:
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return await count_for_messages(messages, model='gpt-3.5-turbo-0613')
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return await count_tokens_for_messages(messages, model='gpt-3.5-turbo-0613')
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elif 'gpt-4' in model:
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return await count_for_messages(messages, model='gpt-4-0613')
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return await count_tokens_for_messages(messages, model='gpt-4-0613')
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else:
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raise NotImplementedError(f"""count_for_messages() is not implemented for model {model}.
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raise NotImplementedError(f"""count_tokens_for_messages() is not implemented for model {model}.
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See https://github.com/openai/openai-python/blob/main/chatml.md
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for information on how messages are converted to tokens.""")
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@ -66,8 +66,8 @@ if __name__ == '__main__':
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messages = [
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{
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'role': 'user',
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'content': '1+1='
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'content': 'Hi'
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}
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]
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print(asyncio.run(count_for_messages(messages)))
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print(asyncio.run(count_tokens_for_messages(messages)))
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print(f'Took {(time.perf_counter() - start) * 1000}ms')
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@ -17,6 +17,8 @@ from slowapi import Limiter, _rate_limit_exceeded_handler
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import core
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import handler
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from helpers.network import get_ratelimit_key
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load_dotenv()
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app = fastapi.FastAPI()
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@ -33,7 +35,7 @@ app.include_router(core.router)
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limiter = Limiter(
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swallow_errors=True,
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key_func=get_remote_address,
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key_func=get_ratelimit_key,
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default_limits=[
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'2/second',
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'30/minute',
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@ -1,2 +1,2 @@
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from . import ails, closed, closed4
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MODULES = [ails, closed, closed4]
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from . import ails
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MODULES = [ails]
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@ -22,7 +22,10 @@ async def main():
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for file_name in os.listdir(os.path.dirname(__file__)):
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if file_name.endswith('.py') and not file_name.startswith('_'):
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print(file_name.split('.')[0])
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name = file_name.split('.')[0]
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models = importlib.import_module(f'.{file_name.split(".")[0]}', 'providers').MODELS
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print(f' {name} @ {", ".join(models)}')
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sys.exit(0)
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@ -3,6 +3,8 @@ try:
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except ModuleNotFoundError:
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from ...db import providerkeys
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# Sort the models by their value/cost/rarity.
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GPT_3 = [
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'gpt-3.5-turbo',
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'gpt-3.5-turbo-16k',
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@ -2,6 +2,7 @@
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import os
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import json
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import yaml
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import ujson
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import aiohttp
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import asyncio
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@ -17,15 +18,16 @@ import load_balancing
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from helpers import errors
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from db import providerkeys
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from helpers.tokens import count_tokens_for_messages
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load_dotenv()
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CRITICAL_API_ERRORS = ['invalid_api_key', 'account_deactivated']
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keymanager = providerkeys.manager
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background_tasks: Set[asyncio.Task[Any]] = set()
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with open(os.path.join('config', 'config.yml'), encoding='utf8') as f:
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config = yaml.safe_load(f)
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def create_background_task(coro: Coroutine[Any, Any, Any]) -> None:
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"""asyncio.create_task, which prevents the task from being garbage collected.
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@ -36,13 +38,10 @@ def create_background_task(coro: Coroutine[Any, Any, Any]) -> None:
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background_tasks.add(task)
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task.add_done_callback(background_tasks.discard)
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async def respond(
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path: str='/v1/chat/completions',
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user: dict=None,
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payload: dict=None,
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credits_cost: int=0,
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input_tokens: int=0,
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incoming_request: starlette.requests.Request=None,
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):
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"""
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@ -72,6 +71,9 @@ async def respond(
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'timeout': 0
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}
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input_tokens = 0
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output_tokens = 0
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for _ in range(10):
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try:
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if is_chat:
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@ -161,9 +163,15 @@ async def respond(
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continue
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if response.ok:
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if is_chat and not is_stream:
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input_tokens = client_json_response['usage']['prompt_tokens']
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output_tokens = client_json_response['usage']['completion_tokens']
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server_json_response = client_json_response
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if is_stream:
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input_tokens = await count_tokens_for_messages(payload['messages'], model=model)
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chunk_no = 0
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buffer = ''
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@ -175,7 +183,7 @@ async def respond(
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if 'azure' in provider_name:
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chunk = chunk.replace('data: ', '', 1)
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if not chunk or chunk_no == 1:
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if not chunk.strip() or chunk_no == 1:
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continue
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subchunks = chunk.split('\n\n')
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|
@ -188,6 +196,8 @@ async def respond(
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yield subchunk + '\n\n'
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buffer = subchunks[-1]
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output_tokens = chunk_no
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break
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except aiohttp.client_exceptions.ServerTimeoutError:
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|
@ -198,7 +208,7 @@ async def respond(
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skipped_errors = {k: v for k, v in skipped_errors.items() if v > 0}
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skipped_errors = ujson.dumps(skipped_errors, indent=4)
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yield await errors.yield_error(500,
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'Sorry, our API seems to have issues connecting to our provider(s).',
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f'Sorry, our API seems to have issues connecting to "{model}".',
|
||||
f'Please send this info to support: {skipped_errors}'
|
||||
)
|
||||
return
|
||||
|
@ -206,13 +216,48 @@ async def respond(
|
|||
if (not is_stream) and server_json_response:
|
||||
yield json.dumps(server_json_response)
|
||||
|
||||
|
||||
role = user.get('role', 'default')
|
||||
|
||||
model_multipliers = config['costs']
|
||||
model_multiplier = model_multipliers['other']
|
||||
|
||||
if is_chat:
|
||||
model_multiplier = model_multipliers['chat-models'].get(payload.get('model'), model_multiplier)
|
||||
total_tokens = input_tokens + output_tokens
|
||||
credits_cost = total_tokens / 10
|
||||
credits_cost = round(credits_cost * model_multiplier)
|
||||
|
||||
tokens = {
|
||||
'input': input_tokens,
|
||||
'output': output_tokens,
|
||||
'total': total_tokens
|
||||
}
|
||||
else:
|
||||
credits_cost = 5
|
||||
tokens = {
|
||||
'input': 0,
|
||||
'output': 0,
|
||||
'total': credits_cost
|
||||
}
|
||||
|
||||
try:
|
||||
role_cost_multiplier = config['roles'][role]['bonus']
|
||||
except KeyError:
|
||||
role_cost_multiplier = 1
|
||||
|
||||
credits_cost = round(credits_cost * role_cost_multiplier)
|
||||
|
||||
print(f'[bold]Credits cost[/bold]: {credits_cost}')
|
||||
|
||||
create_background_task(
|
||||
after_request.after_request(
|
||||
provider=provider_name,
|
||||
incoming_request=incoming_request,
|
||||
target_request=target_request,
|
||||
user=user,
|
||||
credits_cost=credits_cost,
|
||||
input_tokens=input_tokens,
|
||||
tokens=tokens,
|
||||
path=path,
|
||||
is_chat=is_chat,
|
||||
model=model,
|
||||
|
|
|
@ -1,5 +1,5 @@
|
|||
roles = {
|
||||
'': '2500',
|
||||
'': '2000',
|
||||
'lvl10': '2800',
|
||||
'lvl20': '3100',
|
||||
'lvl30': '3400',
|
||||
|
|
Loading…
Reference in a new issue