(url, header, llm, temperature, top_p, check, sampler, tools, figure_dir, wf, statistics, now, dependency_type

(file_name, sample_method, num_nodes, save_figure)

(self, seed_node, num_nodes)

(self, seed_node, num_nodes)

(sci_str)

()

(name_1, name_2)

(number_str)

(question, Tool_dic, model_name)

(question, Tool_dic, model_name)

(question, model_name)

(question, model_name)

(question, task_ls, model_name)

(question, task_ls, model_name)

(question, task_ls, model_name)

()

(task, model_name)

(task, model_name)

(tasks)

(data_dir)

(self, message)

(self, graph: nx.Graph = None, file_name = None)

(self, message)

(args)

(messages, message)

(task, model_name)

(messages)

()

(messageList: CleanChatMessage[], apiKey: string)

(args)

(dic, key)

(args)

(args)

(model_id, url, headers, queue = None)

(messageList: CleanChatMessage[])

(args)

(args)

(args)

(input_dict)

(graph_1, graph_2)

(model_id)

(args)

(args)

(args)

(address)

(address)

(args)

(command)

()

(input, command, results, api_key, api_type, api_endpoint)

()

(self, number_weights, method_weights)

(self, seed_node, num_nodes)

(self, seed_node, num_nodes, restart_prob=0.15)

(ls, address)

(openai_key)

(args)

(model_id)

(args)

( Tool_dic, dic_tool, test_data, progress_file, start_index, total_files, retrieval_num, ind

(data_type, base_path, index, dataset, test_data, progress_file, start

(data_type, base_path, index, dataset, test_data, progress_file, start

(data_type, start_index, total_files, retrieval_num, ind, model_name, dataset,

(data_type, start_index, total_files, retrieval_num, ind, model_name, dataset,

()