Returns a ChatOpenAI instance configured for o1-miniss

Recursively prints the DAG structure with visual connectors and cUrl.

Set the default model to use when no specific model is requested

Helper function to recursively print the DAG in reverse order.

Builds a dictionary mapping URLs to {'request': formatted_request, 'response': response_dict}

Detects if there are cycles in the DAG managed by this class. If a cycle is found, it returns the list of nodes involved in the cycle

Identify dynamic parts present in the cURL command

Identify the URL responsible for a specific action

Finds the path(s) to a given value in a JSON object. Args: json_obj (dict or list): The JSON object to search. target_value: The

Formats a HAR request into a Request object.

Extracts and returns the content text and content type from a HAR response.

Generates Python code for a given node in the graph based on its attributes.

Extracts and returns a list of tuples containing method, URL, response format, and response preview from a HAR file, excluding certain file t

Retrieves the attributes of the specified node. :param node_id: ID of the node to retrieve. :return: Dictionary of n

Generates a label for a node in the graph based on its attributes.

Find the index of the simplest cURL command from a list

Identify input variables present in the cURL command

Parses a JSON cookie file and returns a dictionary of cookie data.

Parses the HAR file and returns a dictionary mapping Request objects to response dictionaries.

Generates the order of requests to be made based on the DAG. Prints the DAG starting from source nodes and ending at sink nodes, traversing s

Set the default model to use when no specific model is requested

Swaps all parts in the input string that match keys in the obfuscation map with their corresponding values. Args: input_string (str): Th

Minifies the curl command by removing referer and cookie headers. This is done to reduce LLM hallucinations.

Visualizes the DAG using Matplotlib with arrows indicating direction.

Find the cURL command that contains the dynamic parts

Identify the master cURL command responsible for the action