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feat: Add support for 01 model platform (#1093)
Co-authored-by: Wendong-Fan <133094783+Wendong-Fan@users.noreply.github.com> Co-authored-by: Wendong <w3ndong.fan@gmail.com>
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# =========== Copyright 2023 @ CAMEL-AI.org. All Rights Reserved. =========== | ||
# Licensed under the Apache License, Version 2.0 (the “License”); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an “AS IS” BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
# =========== Copyright 2023 @ CAMEL-AI.org. All Rights Reserved. =========== | ||
from __future__ import annotations | ||
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from typing import Optional, Union | ||
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from camel.configs.base_config import BaseConfig | ||
from camel.types import NOT_GIVEN, NotGiven | ||
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class YiConfig(BaseConfig): | ||
r"""Defines the parameters for generating chat completions using the | ||
Yi API. You can refer to the following link for more details: | ||
https://platform.lingyiwanwu.com/docs/api-reference | ||
Args: | ||
tool_choice (Union[dict[str, str], str], optional): Controls which (if | ||
any) tool is called by the model. :obj:`"none"` means the model | ||
will not call any tool and instead generates a message. | ||
:obj:`"auto"` means the model can pick between generating a | ||
message or calling one or more tools. :obj:`"required"` or | ||
specifying a particular tool via | ||
{"type": "function", "function": {"name": "some_function"}} | ||
can be used to guide the model to use tools more strongly. | ||
(default: :obj:`None`) | ||
max_tokens (int, optional): Specifies the maximum number of tokens | ||
the model can generate. This sets an upper limit, but does not | ||
guarantee that this number will always be reached. | ||
(default: :obj:`5000`) | ||
top_p (float, optional): Controls the randomness of the generated | ||
results. Lower values lead to less randomness, while higher | ||
values increase randomness. (default: :obj:`0.9`) | ||
temperature (float, optional): Controls the diversity and focus of | ||
the generated results. Lower values make the output more focused, | ||
while higher values make it more diverse. (default: :obj:`0.3`) | ||
stream (bool, optional): If True, enables streaming output. | ||
(default: :obj:`False`) | ||
""" | ||
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tool_choice: Optional[Union[dict[str, str], str]] = None | ||
max_tokens: Union[int, NotGiven] = NOT_GIVEN | ||
top_p: float = 0.9 | ||
temperature: float = 0.3 | ||
stream: bool = False | ||
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YI_API_PARAMS = {param for param in YiConfig.model_fields.keys()} |
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# =========== Copyright 2023 @ CAMEL-AI.org. All Rights Reserved. =========== | ||
# Licensed under the Apache License, Version 2.0 (the “License”); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an “AS IS” BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
# =========== Copyright 2023 @ CAMEL-AI.org. All Rights Reserved. =========== | ||
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import os | ||
from typing import Any, Dict, List, Optional, Union | ||
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from openai import OpenAI, Stream | ||
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from camel.configs import YI_API_PARAMS, YiConfig | ||
from camel.messages import OpenAIMessage | ||
from camel.models import BaseModelBackend | ||
from camel.types import ( | ||
ChatCompletion, | ||
ChatCompletionChunk, | ||
ModelType, | ||
) | ||
from camel.utils import ( | ||
BaseTokenCounter, | ||
OpenAITokenCounter, | ||
api_keys_required, | ||
) | ||
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class YiModel(BaseModelBackend): | ||
r"""Yi API in a unified BaseModelBackend interface. | ||
Args: | ||
model_type (Union[ModelType, str]): Model for which a backend is | ||
created, one of Yi series. | ||
model_config_dict (Optional[Dict[str, Any]], optional): A dictionary | ||
that will be fed into:obj:`openai.ChatCompletion.create()`. If | ||
:obj:`None`, :obj:`YiConfig().as_dict()` will be used. | ||
(default: :obj:`None`) | ||
api_key (Optional[str], optional): The API key for authenticating with | ||
the Yi service. (default: :obj:`None`) | ||
url (Optional[str], optional): The url to the Yi service. | ||
(default: :obj:`https://api.lingyiwanwu.com/v1`) | ||
token_counter (Optional[BaseTokenCounter], optional): Token counter to | ||
use for the model. If not provided, :obj:`OpenAITokenCounter( | ||
ModelType.GPT_4O_MINI)` will be used. | ||
(default: :obj:`None`) | ||
""" | ||
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def __init__( | ||
self, | ||
model_type: Union[ModelType, str], | ||
model_config_dict: Optional[Dict[str, Any]] = None, | ||
api_key: Optional[str] = None, | ||
url: Optional[str] = None, | ||
token_counter: Optional[BaseTokenCounter] = None, | ||
) -> None: | ||
if model_config_dict is None: | ||
model_config_dict = YiConfig().as_dict() | ||
api_key = api_key or os.environ.get("YI_API_KEY") | ||
url = url or os.environ.get( | ||
"YI_API_BASE_URL", "https://api.lingyiwanwu.com/v1" | ||
) | ||
super().__init__( | ||
model_type, model_config_dict, api_key, url, token_counter | ||
) | ||
self._client = OpenAI( | ||
timeout=60, | ||
max_retries=3, | ||
api_key=self._api_key, | ||
base_url=self._url, | ||
) | ||
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@api_keys_required("YI_API_KEY") | ||
def run( | ||
self, | ||
messages: List[OpenAIMessage], | ||
) -> Union[ChatCompletion, Stream[ChatCompletionChunk]]: | ||
r"""Runs inference of Yi chat completion. | ||
Args: | ||
messages (List[OpenAIMessage]): Message list with the chat history | ||
in OpenAI API format. | ||
Returns: | ||
Union[ChatCompletion, Stream[ChatCompletionChunk]]: | ||
`ChatCompletion` in the non-stream mode, or | ||
`Stream[ChatCompletionChunk]` in the stream mode. | ||
""" | ||
response = self._client.chat.completions.create( | ||
messages=messages, | ||
model=self.model_type, | ||
**self.model_config_dict, | ||
) | ||
return response | ||
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@property | ||
def token_counter(self) -> BaseTokenCounter: | ||
r"""Initialize the token counter for the model backend. | ||
Returns: | ||
OpenAITokenCounter: The token counter following the model's | ||
tokenization style. | ||
""" | ||
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if not self._token_counter: | ||
self._token_counter = OpenAITokenCounter(ModelType.GPT_4O_MINI) | ||
return self._token_counter | ||
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def check_model_config(self): | ||
r"""Check whether the model configuration contains any | ||
unexpected arguments to Yi API. | ||
Raises: | ||
ValueError: If the model configuration dictionary contains any | ||
unexpected arguments to Yi API. | ||
""" | ||
for param in self.model_config_dict: | ||
if param not in YI_API_PARAMS: | ||
raise ValueError( | ||
f"Unexpected argument `{param}` is " | ||
"input into Yi model backend." | ||
) | ||
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@property | ||
def stream(self) -> bool: | ||
r"""Returns whether the model is in stream mode, which sends partial | ||
results each time. | ||
Returns: | ||
bool: Whether the model is in stream mode. | ||
""" | ||
return self.model_config_dict.get('stream', False) |
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