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+python-versions = "^3.9" +content-hash = "9f04ce0d4952e4ae64551d83433c652023a9fdf40ad0c8a210300062f488cb68" diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..813d615 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,29 @@ +[tool.poetry] +name = "yandex_gpt" +version = "0.2.5" +description = "A Python SDK for interacting with the YandexGPT API." +readme = "README.md" +license = "MIT" +authors = [ + "ALL SEE LLC ", + "Anton Kudryavtsev ", +] +classifiers = [ + "License :: OSI Approved :: MIT License", + "Operating System :: POSIX", + "Operating System :: MacOS :: MacOS X", + "Operating System :: Microsoft :: Windows", + "Programming Language :: Python :: 3", +] +homepage = "https://github.com/allseeteam/yandexgpt-python" + +[tool.poetry.dependencies] +python = "^3.9" +aiohttp = "^3.7.2" +requests = "^2.31.0" +pyjwt = { extras = ["crypto"], version = "^2.10.0" } + + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index a6ecdf3..0000000 --- a/requirements.txt +++ /dev/null @@ -1,4 +0,0 @@ -aiohttp==3.9.3 -cryptography==42.0.5 -PyJWT==2.8.0 -requests==2.31.0 diff --git a/setup.py b/setup.py deleted file mode 100644 index a6f9764..0000000 --- a/setup.py +++ /dev/null @@ -1,25 +0,0 @@ -from setuptools import setup, find_packages - - -with open('requirements.txt') as f: - requirements = f.read().splitlines() - - -setup( - name='yandexgpt-python', - version='0.2.3', - author='ALL SEE LLC', - author_email='info@allsee.team', - description='A Python SDK for interacting with the YandexGPT API.', - long_description=open('README.md').read(), - long_description_content_type='text/markdown', - url='https://github.com/allseeteam/yandexgpt-python', - packages=find_packages(), - install_requires=requirements, - classifiers=[ - 'Programming Language :: Python :: 3', - 'License :: OSI Approved :: MIT License', - 'Operating System :: OS Independent', - ], - python_requires='>=3.6', -) diff --git a/yandex_gpt/__init__.py b/yandex_gpt/__init__.py index 084f91a..9dc29dc 100644 --- a/yandex_gpt/__init__.py +++ b/yandex_gpt/__init__.py @@ -1,22 +1,19 @@ -from .yandex_gpt import ( - YandexGPTBase, - YandexGPT -) +from .yandex_gpt import YandexGPTBase, YandexGPT from .config_manager import ( YandexGPTConfigManagerBase, YandexGPTConfigManagerForAPIKey, YandexGPTConfigManagerForIAMToken, - YandexGPTConfigManagerForIAMTokenWithBase64Key + YandexGPTConfigManagerForIAMTokenWithBase64Key, ) from .thread import YandexGPTThread __all__ = [ - 'YandexGPTBase', - 'YandexGPT', - 'YandexGPTConfigManagerBase', - 'YandexGPTConfigManagerForAPIKey', - 'YandexGPTConfigManagerForIAMToken', - 'YandexGPTConfigManagerForIAMTokenWithBase64Key', - 'YandexGPTThread' + "YandexGPTBase", + "YandexGPT", + "YandexGPTConfigManagerBase", + "YandexGPTConfigManagerForAPIKey", + "YandexGPTConfigManagerForIAMToken", + "YandexGPTConfigManagerForIAMTokenWithBase64Key", + "YandexGPTThread", ] diff --git a/yandex_gpt/config_manager.py b/yandex_gpt/config_manager.py index 7fefe9f..d77c01c 100644 --- a/yandex_gpt/config_manager.py +++ b/yandex_gpt/config_manager.py @@ -1,21 +1,14 @@ import base64 import os import time -from typing import ( - Optional, - List, Dict, Any -) +from typing import Optional, List, Dict, Any import jwt import requests # List of available YaGPT models to use (May be needs to be moved to config file in the future) -available_models: List[str] = [ - "yandexgpt", - "yandexgpt-lite", - "summarization" - ] +available_models: List[str] = ["yandexgpt", "yandexgpt-lite", "summarization"] class YandexGPTConfigManagerBase: @@ -37,12 +30,13 @@ class YandexGPTConfigManagerBase: The API key for authorization. More details on getting an API key can be found here: https://yandex.cloud/ru/docs/iam/operations/api-key/create """ + def __init__( - self, - model_type: Optional[str] = None, - catalog_id: Optional[str] = None, - iam_token: Optional[str] = None, - api_key: Optional[str] = None, + self, + model_type: Optional[str] = None, + catalog_id: Optional[str] = None, + iam_token: Optional[str] = None, + api_key: Optional[str] = None, ) -> None: """ Initializes a new instance of the YandexGPTConfigManagerBase class. @@ -127,7 +121,9 @@ def completion_request_model_type_uri_field(self) -> str: # Checking if model_type is in available_models if self.model_type not in available_models: - raise ValueError(f"Model type {self.model_type} is not supported. Supported values: {available_models}") + raise ValueError( + f"Model type {self.model_type} is not supported. Supported values: {available_models}" + ) # Checking if model_type and catalog_id are set and returning the model type URI field string if self.model_type and self.catalog_id: @@ -153,11 +149,12 @@ class YandexGPTConfigManagerForAPIKey(YandexGPTConfigManagerBase): The API key for authorization. More details on obtaining an API key can be found here: https://yandex.cloud/ru/docs/iam/operations/api-key/create """ + def __init__( - self, - model_type: Optional[str] = None, - catalog_id: Optional[str] = None, - api_key: Optional[str] = None, + self, + model_type: Optional[str] = None, + catalog_id: Optional[str] = None, + api_key: Optional[str] = None, ) -> None: """ Initializes a new instance of the YandexGPTConfigManagerForAPIKey class. @@ -172,11 +169,7 @@ def __init__( API key for authorization. """ # Setting model type, catalog ID and API key from the constructor - super().__init__( - model_type=model_type, - catalog_id=catalog_id, - api_key=api_key - ) + super().__init__(model_type=model_type, catalog_id=catalog_id, api_key=api_key) # Setting model type, catalog ID and API key from the environment variables if they are set self._set_config_from_env_vars() @@ -235,11 +228,12 @@ class YandexGPTConfigManagerForIAMToken(YandexGPTConfigManagerBase): The IAM token for authorization. Details on obtaining an IAM token can be found here: https://yandex.cloud/ru/docs/iam/operations/iam-token/create-for-sa """ + def __init__( - self, - model_type: Optional[str] = None, - catalog_id: Optional[str] = None, - iam_token: Optional[str] = None, + self, + model_type: Optional[str] = None, + catalog_id: Optional[str] = None, + iam_token: Optional[str] = None, ) -> None: """ Initializes a new instance of the YandexGPTConfigManagerForIAMToken class. @@ -255,9 +249,7 @@ def __init__( """ # Setting model type, catalog ID and IAM token from the constructor super().__init__( - model_type=model_type, - catalog_id=catalog_id, - iam_token=iam_token + model_type=model_type, catalog_id=catalog_id, iam_token=iam_token ) # Setting model type, catalog ID and IAM token using one of options @@ -295,15 +287,31 @@ def _set_iam_from_env_config_and_private_key(self) -> None: Generates and sets IAM token from environment variables if not provided. """ # Getting environment variables - iam_url: str = os.getenv("YANDEX_GPT_IAM_URL", "https://iam.api.cloud.yandex.net/iam/v1/tokens") - service_account_id: Optional[str] = os.getenv("YANDEX_GPT_SERVICE_ACCOUNT_ID", None) - service_account_key_id: Optional[str] = os.getenv("YANDEX_GPT_SERVICE_ACCOUNT_KEY_ID", None) + iam_url: str = os.getenv( + "YANDEX_GPT_IAM_URL", "https://iam.api.cloud.yandex.net/iam/v1/tokens" + ) + service_account_id: Optional[str] = os.getenv( + "YANDEX_GPT_SERVICE_ACCOUNT_ID", None + ) + service_account_key_id: Optional[str] = os.getenv( + "YANDEX_GPT_SERVICE_ACCOUNT_KEY_ID", None + ) catalog_id: Optional[str] = os.getenv("YANDEX_GPT_CATALOG_ID", None) private_key: Optional[str] = os.getenv("YANDEX_GPT_PRIVATE_KEY", None) # Checking environment variables - if not all([iam_url, service_account_id, service_account_key_id, catalog_id, private_key]): - raise ValueError("One or more environment variables for IAM token generation are missing.") + if not all( + [ + iam_url, + service_account_id, + service_account_key_id, + catalog_id, + private_key, + ] + ): + raise ValueError( + "One or more environment variables for IAM token generation are missing." + ) # Generating JWT token jwt_token: str = self._generate_jwt_token( @@ -318,10 +326,10 @@ def _set_iam_from_env_config_and_private_key(self) -> None: @staticmethod def _generate_jwt_token( - service_account_id: str, - private_key: str, - key_id: str, - url: str = "https://iam.api.cloud.yandex.net/iam/v1/tokens", + service_account_id: str, + private_key: str, + key_id: str, + url: str = "https://iam.api.cloud.yandex.net/iam/v1/tokens", ) -> str: """ Generates and swaps a JWT token to an IAM token. @@ -351,16 +359,13 @@ def _generate_jwt_token( "exp": now + 360, } encoded_token: str = jwt.encode( - payload, - private_key, - algorithm="PS256", - headers={"kid": key_id} + payload, private_key, algorithm="PS256", headers={"kid": key_id} ) return encoded_token @staticmethod def _swap_jwt_to_iam( - jwt_token: str, url: str = "https://iam.api.cloud.yandex.net/iam/v1/tokens" + jwt_token: str, url: str = "https://iam.api.cloud.yandex.net/iam/v1/tokens" ) -> str: """ Swaps a JWT token for an IAM token by making a POST request to the Yandex IAM service. @@ -385,17 +390,15 @@ def _swap_jwt_to_iam( headers: Dict[str, str] = {"Content-Type": "application/json"} data: Dict[str, str] = {"jwt": jwt_token} # Swapping JWT token to IAM - response: requests.Response = requests.post( - url, - headers=headers, - json=data - ) + response: requests.Response = requests.post(url, headers=headers, json=data) if response.status_code == 200: # If succeeded to get IAM token return it return response.json()["iamToken"] else: # If failed to get IAM token raise an exception - raise Exception(f"Failed to get IAM token. Status code: {response.status_code}\n{response.text}") + raise Exception( + f"Failed to get IAM token. Status code: {response.status_code}\n{response.text}" + ) def _check_config(self) -> None: """ @@ -428,6 +431,7 @@ class YandexGPTConfigManagerForIAMTokenWithBase64Key(YandexGPTConfigManagerForIA Inherits attributes from YandexGPTConfigManagerForIAMToken. """ + def _set_iam_from_env_config_and_private_key(self) -> None: """ Overrides the base method to generate and set the IAM token using a base64-encoded private key from @@ -439,15 +443,33 @@ def _set_iam_from_env_config_and_private_key(self) -> None: If any required environment variables are missing. """ # Getting environment variables - iam_url: str = os.getenv("YANDEX_GPT_IAM_URL", "https://iam.api.cloud.yandex.net/iam/v1/tokens") - service_account_id: Optional[str] = os.getenv("YANDEX_GPT_SERVICE_ACCOUNT_ID", None) - service_account_key_id: Optional[str] = os.getenv("YANDEX_GPT_SERVICE_ACCOUNT_KEY_ID", None) + iam_url: str = os.getenv( + "YANDEX_GPT_IAM_URL", "https://iam.api.cloud.yandex.net/iam/v1/tokens" + ) + service_account_id: Optional[str] = os.getenv( + "YANDEX_GPT_SERVICE_ACCOUNT_ID", None + ) + service_account_key_id: Optional[str] = os.getenv( + "YANDEX_GPT_SERVICE_ACCOUNT_KEY_ID", None + ) catalog_id: Optional[str] = os.getenv("YANDEX_GPT_CATALOG_ID", None) - private_key_base64: Optional[str] = os.getenv("YANDEX_GPT_PRIVATE_KEY_BASE64", None) + private_key_base64: Optional[str] = os.getenv( + "YANDEX_GPT_PRIVATE_KEY_BASE64", None + ) # Checking environment variables - if not all([iam_url, service_account_id, service_account_key_id, catalog_id, private_key_base64]): - raise ValueError("One or more environment variables for IAM token generation are missing.") + if not all( + [ + iam_url, + service_account_id, + service_account_key_id, + catalog_id, + private_key_base64, + ] + ): + raise ValueError( + "One or more environment variables for IAM token generation are missing." + ) # Decoding private key private_key_bytes: bytes = base64.b64decode(private_key_base64) diff --git a/yandex_gpt/thread.py b/yandex_gpt/thread.py index 4c3fbb9..5a86bf4 100644 --- a/yandex_gpt/thread.py +++ b/yandex_gpt/thread.py @@ -25,10 +25,11 @@ class YandexGPTThread(YandexGPT): status : YandexGPTThreadStatus Current status and last error information of the thread. """ + def __init__( - self, - config_manager: Union[YandexGPTConfigManagerBase, Dict[str, Any]], - messages: Optional[List[YandexGPTMessage]] = None, + self, + config_manager: Union[YandexGPTConfigManagerBase, Dict[str, Any]], + messages: Optional[List[YandexGPTMessage]] = None, ) -> None: """ Initializes a new instance of the YandexGPTThread. @@ -47,16 +48,9 @@ def __init__( else: self.messages = [] - self.status = YandexGPTThreadStatus( - status="created", - last_error_message=None - ) + self.status = YandexGPTThreadStatus(status="created", last_error_message=None) - def add_message( - self, - role: str, - text: str - ) -> None: + def add_message(self, role: str, text: str) -> None: """ Appends a new message to the conversation thread. @@ -97,12 +91,12 @@ def __len__(self): return len(self.messages) async def run_async( - self, - temperature: float = 0.6, - max_tokens: int = 1000, - stream: bool = False, - completion_url: str = "https://llm.api.cloud.yandex.net/foundationModels/v1/completionAsync", - timeout: int = 15 + self, + temperature: float = 0.6, + max_tokens: int = 1000, + stream: bool = False, + completion_url: str = "https://llm.api.cloud.yandex.net/foundationModels/v1/completionAsync", + timeout: int = 15, ): """ Runs the thread asynchronously, requesting and appending completion from the Yandex GPT model. @@ -137,7 +131,7 @@ async def run_async( max_tokens=max_tokens, stream=stream, completion_url=completion_url, - timeout=timeout + timeout=timeout, ) self.add_message(role="assistant", text=completion_text) except Exception as e: @@ -147,11 +141,11 @@ async def run_async( self.status["status"] = "idle" def run_sync( - self, - temperature: float = 0.6, - max_tokens: int = 1000, - stream: bool = False, - completion_url: str = "https://llm.api.cloud.yandex.net/foundationModels/v1/completion" + self, + temperature: float = 0.6, + max_tokens: int = 1000, + stream: bool = False, + completion_url: str = "https://llm.api.cloud.yandex.net/foundationModels/v1/completion", ): """ Runs the thread synchronously, requesting and appending completion from the Yandex GPT model. @@ -183,7 +177,7 @@ def run_sync( temperature=temperature, max_tokens=max_tokens, stream=stream, - completion_url=completion_url + completion_url=completion_url, ) self.add_message(role="assistant", text=completion_text) except Exception as e: diff --git a/yandex_gpt/yandex_gpt.py b/yandex_gpt/yandex_gpt.py index fbdbfbf..a9cc880 100644 --- a/yandex_gpt/yandex_gpt.py +++ b/yandex_gpt/yandex_gpt.py @@ -1,11 +1,5 @@ import asyncio -from typing import ( - Dict, - Any, - TypedDict, - List, - Union -) +from typing import Dict, Any, TypedDict, List, Union import aiohttp import requests @@ -32,11 +26,12 @@ class YandexGPTBase: send_sync_completion_request(headers: Dict[str, str], payload: Dict[str, Any], completion_url: str) -> Dict[str, Any] Sends a synchronous request to the Yandex GPT completion API. """ + @staticmethod async def send_async_completion_request( - headers: Dict[str, str], - payload: Dict[str, Any], - completion_url: str = "https://llm.api.cloud.yandex.net/foundationModels/v1/completionAsync" + headers: Dict[str, str], + payload: Dict[str, Any], + completion_url: str = "https://llm.api.cloud.yandex.net/foundationModels/v1/completionAsync", ) -> str: """ Sends an asynchronous request to the Yandex GPT completion API. @@ -57,21 +52,25 @@ async def send_async_completion_request( """ # Making the request async with aiohttp.ClientSession() as session: - async with session.post(completion_url, headers=headers, json=payload) as resp: + async with session.post( + completion_url, headers=headers, json=payload + ) as resp: # If the request was successful, return the ID of the completion operation # Otherwise, raise an exception if resp.status == 200: data = await resp.json() - return data['id'] + return data["id"] else: - raise Exception(f"Failed to send async request, status code: {resp.status}") + raise Exception( + f"Failed to send async request, status code: {resp.status}" + ) @staticmethod async def poll_async_completion( - operation_id: str, - headers: Dict[str, str], - timeout: int = 5, - poll_url: str = 'https://llm.api.cloud.yandex.net/operations/' + operation_id: str, + headers: Dict[str, str], + timeout: int = 5, + poll_url: str = "https://llm.api.cloud.yandex.net/operations/", ) -> Dict[str, Any]: """ Polls the status of an asynchronous completion operation until it completes or times out. @@ -100,22 +99,26 @@ async def poll_async_completion( if asyncio.get_event_loop().time() > end_time: raise TimeoutError(f"Operation timed out after {timeout} seconds") # Polling the operation - async with session.get(f"{poll_url}{operation_id}", headers=headers) as resp: + async with session.get( + f"{poll_url}{operation_id}", headers=headers + ) as resp: # If the request was successful, return the completion result # Otherwise, raise an exception if resp.status == 200: data = await resp.json() - if data.get('done', False): + if data.get("done", False): return data else: - raise Exception(f"Failed to poll operation status, status code: {resp.status}") + raise Exception( + f"Failed to poll operation status, status code: {resp.status}" + ) await asyncio.sleep(1) @staticmethod def send_sync_completion_request( - headers: Dict[str, str], - payload: Dict[str, Any], - completion_url: str = "https://llm.api.cloud.yandex.net/foundationModels/v1/completion" + headers: Dict[str, str], + payload: Dict[str, Any], + completion_url: str = "https://llm.api.cloud.yandex.net/foundationModels/v1/completion", ) -> Dict[str, Any]: """ Sends a synchronous request to the Yandex GPT completion API. @@ -141,7 +144,9 @@ def send_sync_completion_request( if response.status_code == 200: return response.json() else: - raise Exception(f"Failed to send sync request, status code: {response.status_code}") + raise Exception( + f"Failed to send sync request, status code: {response.status_code}" + ) class YandexGPT(YandexGPTBase): @@ -156,9 +161,9 @@ class YandexGPT(YandexGPTBase): get_sync_completion(messages, temperature, max_tokens, stream, completion_url) -> str Synchronously sends a completion request to the Yandex GPT API and returns the completion result. """ + def __init__( - self, - config_manager: Union[YandexGPTConfigManagerBase, Dict[str, Any]] + self, config_manager: Union[YandexGPTConfigManagerBase, Dict[str, Any]] ) -> None: """ Initializes the YandexGPT class with a configuration manager. @@ -186,15 +191,15 @@ def _create_completion_request_headers(self) -> Dict[str, str]: return { "Content-Type": "application/json", "Authorization": self.config_manager.completion_request_authorization_field, - "x-folder-id": self.config_manager.completion_request_catalog_id_field + "x-folder-id": self.config_manager.completion_request_catalog_id_field, } def _create_completion_request_payload( - self, - messages: Union[List[YandexGPTMessage], List[Dict[str, str]]], - temperature: float = 0.6, - max_tokens: int = 1000, - stream: bool = False + self, + messages: Union[List[YandexGPTMessage], List[Dict[str, str]]], + temperature: float = 0.6, + max_tokens: int = 1000, + stream: bool = False, ) -> Dict[str, Any]: """ Creates the payload for sending a completion request. @@ -220,19 +225,19 @@ def _create_completion_request_payload( "completionOptions": { "stream": stream, "temperature": temperature, - "maxTokens": max_tokens + "maxTokens": max_tokens, }, - "messages": messages + "messages": messages, } async def get_async_completion( - self, - messages: Union[List[YandexGPTMessage], List[Dict[str, str]]], - temperature: float = 0.6, - max_tokens: int = 1000, - stream: bool = False, - completion_url: str = "https://llm.api.cloud.yandex.net/foundationModels/v1/completionAsync", - timeout: int = 5 + self, + messages: Union[List[YandexGPTMessage], List[Dict[str, str]]], + temperature: float = 0.6, + max_tokens: int = 1000, + stream: bool = False, + completion_url: str = "https://llm.api.cloud.yandex.net/foundationModels/v1/completionAsync", + timeout: int = 5, ) -> str: """ Sends an asynchronous completion request to the Yandex GPT API and polls for the result. @@ -268,36 +273,32 @@ async def get_async_completion( messages=messages, temperature=temperature, max_tokens=max_tokens, - stream=stream + stream=stream, ) completion_request_id: str = await self.send_async_completion_request( - headers=headers, - payload=payload, - completion_url=completion_url + headers=headers, payload=payload, completion_url=completion_url ) # Polling the completion operation completion_response: Dict[str, Any] = await self.poll_async_completion( - operation_id=completion_request_id, - headers=headers, - timeout=timeout + operation_id=completion_request_id, headers=headers, timeout=timeout ) # If the request was successful, return the completion result # Otherwise, raise an exception - if completion_response.get('error', None): + if completion_response.get("error", None): raise Exception(f"Failed to get completion: {completion_response['error']}") else: - return completion_response['response']['alternatives'][0]['message']['text'] + return completion_response["response"]["alternatives"][0]["message"]["text"] def get_sync_completion( - self, - messages: Union[List[YandexGPTMessage], List[Dict[str, str]]], - temperature: float = 0.6, - max_tokens: int = 1000, - stream: bool = False, - completion_url: str = "https://llm.api.cloud.yandex.net/foundationModels/v1/completion", + self, + messages: Union[List[YandexGPTMessage], List[Dict[str, str]]], + temperature: float = 0.6, + max_tokens: int = 1000, + stream: bool = False, + completion_url: str = "https://llm.api.cloud.yandex.net/foundationModels/v1/completion", ): """ Sends a synchronous completion request to the Yandex GPT API and returns the result. @@ -331,18 +332,16 @@ def get_sync_completion( messages=messages, temperature=temperature, max_tokens=max_tokens, - stream=stream + stream=stream, ) completion_response: Dict[str, Any] = self.send_sync_completion_request( - headers=headers, - payload=payload, - completion_url=completion_url + headers=headers, payload=payload, completion_url=completion_url ) # If the request was successful, return the completion result # Otherwise, raise an exception - if completion_response.get('error', None): + if completion_response.get("error", None): raise Exception(f"Failed to get completion: {completion_response['error']}") else: - return completion_response['result']['alternatives'][0]['message']['text'] + return completion_response["result"]["alternatives"][0]["message"]["text"]