r"""An abstraction of a function that OpenAI chat models can call. See https://platform.openai.com/docs/api-reference/chat/create. By default

Represent a field in a patent APS document.

r"""A class that represents a text prompt. The :obj:`TextPrompt` class extends the built-in :obj:`str` class to provide a property for retrieving

r"""Exception raised for errors that can be solved by regenerating code

r"""Response of a ChatAgent. Attributes: msgs (List[BaseMessage]): A list of zero, one or several messages. If the list is em

r"""Base class for message objects used in CAMEL chat system. Args: role_name (str): The name of the user or assistant role. role

r"""Class for managing conversations of CAMEL Chat Agents. Args: system_message (Union[BaseMessage, str], optional): The system message

r"""Defines the parameters for generating chat completions using the OpenAI API. Args: temperature (float, optional): Sampling temper

Layer normalization module. :param int nout: output dim size :param int dim: dimension to be normalized

r"""Defines the parameters for generating chat completions using the OpenAI API. Reference: https://docs.vllm.ai/en/latest/serving/openai_com

r"""A class for generating prompt templates for tasks. Args: task_prompt_template_dict (TaskPromptTemplateDict, optional): A

r"""Defines the parameters for generating chat completions using the Qwen API. You can refer to the following link for more details: https://h

r"""Class for message objects used specifically for function-related messages. Args: func_name (Optional[str]): The name of the funct

r"""Nexus benchmark dataset sample.

r"""Defines the parameters for generating chat completions using OpenAI compatibility. Reference: https://openrouter.ai/docs/api-reference/pa

r"""A single message in ShareGPT format with enhanced validation

r"""Provides text embedding functionalities using OpenAI's models. Args: model_type (EmbeddingModelType, optional): The model type to be

r"""The result of memory retrieving.

r"""Defines the parameters for generating chat completions using the Gemini API. Args: temperature (float, optional): Sampling temper

r"""Hermes-style function calling format implementation with validation

Provide utility functions to get the HTML entities of styled characters. This class has been developped from: https://unicode-table.com/en/ht

r"""The basic message storing unit in the CAMEL memory system. Attributes: message (BaseMessage): The main content of the record.

Options for the PDF pipeline.

r"""An implementation of the `BaseVectorStorage` for interacting with Qdrant, a vector search engine. The detailed information about Qdrant i

This module produces sinusoidal positional embeddings of any length. Padding symbols are ignored.

Efficient spatial indexing for clusters using R-tree and interval trees.

r"""SubprocessInterpreter is a class for executing code files or code strings in a subprocess. This class handles the execution of code in di

r"""An internal class used by Workforce to manage tasks.

r"""Represents a query to a vector database. Attributes: query_vector (List[float]): The numerical representation of the query

r"""Encapsulates information about a vector's unique identifier and its payload, which is primarily used as a data transfer object when saving

Provide a table parser for xml tables in USPTO patent documents. The OASIS Open XML Exchange Table Model can be downloaded from: http://oasis

r"""An implementation of the :obj:`MemoryBlock` abstract base class for maintaining a record of chat histories. This memory block helps manag

r"""Defines the parameters for generating chat completions using the Cohere API. Args: temperature (float, optional): Sampling temper

r"""Manages and curates datasets of multi-hop question-answer pairs. This class handles dataset management tasks including quality filtering,

r"""Defines the parameters for generating chat completions using the DeepSeek API. Args: temperature (float, optional): Sampling temp

r"""Represents an installation of a Discord application in a specific guild (server). Attributes: guild_id (str): The unique iden

Options for the EasyOCR engine.

r"""Constructs training examples from raw text data. This class handles the construction of training examples by preprocessing text, extracti

r"""Historical records of functions called in the conversation. Attributes: func_name (str): The name of the function being called.

r"""A customized python interpreter to control the execution of LLM-generated codes. The interpreter makes sure the code can only execute func

Memory-efficient interval tree for 1D overlap queries.

r"""Defines the parameters for generating chat completions using the Mistral API. reference: https://github.com/mistralai/client-python/blob/

r"""OpenAISchemaConverter is a class that converts a string or a function into a BaseModel schema. Args: model_type (ModelType, optio

r"""The basic element inside the channel. A task is wrapped inside a packet. The packet will contain the task, along with the task's assignee,

Parser of patent documents from the US Patent Office (ICE). The compatible formats are: - Patent Grant Full Text Data/XML Version 4.x ICE (fr

r"""A persona is a character in the society. Attributes: name (Optional[str]): Name of the persona. description (Optional[str]):

r"""Defines the parameters for generating chat completions using the Reka API. Reference: https://docs.reka.ai/api-reference/chat/create

Sampler that repeats the indices of a dataset in a structured manner. Args: data_source (`Sized`): Dataset to sample fro

r"""Defines the parameters for generating chat completions using the OpenAI API. Args: temperature (float, optional): Sampling temper

r"""A worker node that consists of a single agent. Args: description (str): Description of the node. worker (ChatAgent): Worker o

r"""Single text generator for role-playing workers. Args: text_file_path (str): The path to the file containing the text data.

r"""System message generator for agents. Args: task_type (TaskType, optional): The task type. (default: :obj:`TaskType.AI_SOC

r"""The result of a task.

r"""An agent that specifies a given task prompt by prompting the user to provide more details. Attributes: DEFAULT_WORD_LIMIT (int):