(name)

(res, round_to=2)

(input, url, header, temperature, top_p, tool_string, wf, llm, demos, reformat, reformat_by, dependency_type,

(address)

(success, **args)

(messages, api_key, api_type, api_endpoint, return_planning = False, return_results = False)

(command, choose, inference_result)

(img_url)

(text, entries)

(B, arg, id)

(A, B, arg, index, id)

(A, B, arg, index, id)

(messages, api_key, api_type, api_endpoint)

(gt, pred, types = None)

(data)

(string)

(data, label)

(question, Tool_dic, dataset, tool_used, ind, model_name, previous_log=None)

(url, header, llm, temperature, top_p, check, tool_number, sampler, tools, method, figure_dir, wf, dependency_

(self, num_nodes=3, sample_method="chain")

(content, role)

(question, answer, model_name)

(question, answer, model_name)

(question, answer, model_name)

(question, API_instruction, call_result, model_name)

(question, answer_task, model_name)

(model_name, text)

()

(message)

(s, field)

(content)

(model_name)

(input, url, header, temperature, top_p, tool_string, wf, llm, demos, reformat, reformat_by, dependency_type,

(question, Tool_dic, dataset, tool_used, ind, model_name, index, previous_log=None)

(question, Tool_dic, dataset, tool_used, ind, model_name, index, previous_log=None)

(url, header, llm, temperature, top_p, check, tool_number, sampler, tools, method, figure_dir, wf, statistics,

(data_file, dataset)

(self, message)

(self, message)

(question, API_instruction, call_result, model_name)

(question, API_instruction, call_result, model_name)

(question, API_instruction, call_result, previous_log, model_name)

(question, API_instruction, call_result, model_name, previous_log)

(question, API_instruction, call_result, model_name, previous_log)

(task, model_name)

(task, model_name)

(question, answer_task, model_name)

(question, answer_task, model_name)

(base_path)

(API_instruction, API_list, question, model_name)

(API_instruction, API_list, question, model_name)

(input, task, metas, api_key, api_type, api_endpoint)

(API_instruction, api, api_dic, question, model_name)

(API_instruction, api, api_dic, question, model_name)

(API_instruction, api, api_dic, question, model_name)

(API_instruction, api, api_dic, question, model_name, previous_log)

(API_instruction, api, api_dic, question, previous_log, model_name)

(API_instruction, api, api_dic, question, previous_log, model_name)

(question, Tool_dic, tool_used, model_name)

(question, Tool_dic, tool_used, model_name)

(question, Tool_dic, tool_used, model_name)

()

(graph_1, graph_2)

(data)

(graph_1, graph_2)

(x, decimal_places=2)

(data_dir, prediction_dir, llm, split, n_tool, metric, tool_desc, tool_map, tool_output_type_map, tool_map_rev

(s)

(tasks)

(data_dir, dependency_type)

(data, dependency_type)

(tool_desc, data_dir, dependency_type)

(tool_file)

(tool_file)

(candidates, topk=5)

(text)

(choose_str)

(url, header, payload, id, reformat, reformat_by, dependency_type, log_detail=False)

(model_name)

(model_name)

(model_id, data, task)

(local_deployment)

(model_id, data, task)

()

(temperature, top_p, check, graph_desc, tool_desc, api_addr, api_port, api_key, play, method, tool_number, num

(data_dir, temperature, top_p, api_addr, api_key, api_port, multiworker, llm, use_demos, reformat, reformat_by

(data_dir, prediction_dir, save_dir, splits, n_tools, mode, metric, llm, dependency_type, alignment, prompting

()

(model_id, data, hosted_on, task)

(number_str, exponent)

(context, input, api_key, api_type, api_endpoint)

(per_type, micro, macro, types, result_dict = None)

(x, y)

(address)

(item, key_to_remove)

(selector, text)

(input, results, api_key, api_type, api_endpoint)

(embedded_texts, filenames, question, k)