""" define a generic tool class, any tool can be used by the agent. A tool can be used by deepseek like so: ``` ``` For example: ```python print("Hello world") ``` This is then executed by the tool with its own class implementation of execute(). A tool is not just for code tool but also API, internet, etc.. For example a flight API tool could be used like so: ```flight_search HU787 ``` """ import sys from abc import abstractmethod sys.path.append('..') class Tools(): """ Abstract class for all tools. """ def __init__(self): self.tag = "undefined" self.api_key = None self.client = None self.messages = [] @abstractmethod def execute(self, codes:str, safety:bool) -> str: """ abstract method, implementation in child class. """ pass @abstractmethod def execution_failure_check(self, output:str) -> bool: """ abstract method, implementation in child class. """ pass @abstractmethod def interpreter_feedback(self, output:str) -> str: """ abstract method, implementation in child class. """ pass def remove_block(self, text:str) -> str: """ Remove all code/query blocks within a tag from the answer text. """ assert self.tag != "undefined", "Tag not defined" start_tag = f'```{self.tag}' end_tag = '```' start_idx = text.find(start_tag) end_idx = text.rfind(end_tag)+3 if start_idx == -1 or end_idx == -1: return text return text[:start_idx] + text[end_idx:] def load_exec_block(self, generation:str) -> str: """ Extract the code/query blocks from the answer text. """ assert self.tag != "undefined", "Tag not defined" start_tag = f'```{self.tag}' end_tag = '```' code_blocks = [] start_index = 0 if start_tag not in generation: return None while True: start_pos = generation.find(start_tag, start_index) if start_pos == -1: break end_pos = generation.find(end_tag, start_pos + len(start_tag)) if end_pos == -1: break code_blocks.append(generation[start_pos + len(start_tag):end_pos]) start_index = end_pos + len(end_tag) return code_blocks