******************************************************************************** Step 1 ******************************************************************************** ------Action------ THOUGHT: None ACTION TYPE: None ACTION CONTENT: None -----Response----- RESPONSE (User Message): USER QUERY: I'm curious about the details of Elvis Presley's death. Can you find some reliable information on how did Elvis die and summarize it for me? Then, could you also generate a brief narrative describing the circumstances of his passing and how it affected the world of music? Lastly, I'd appreciate if you could create a visual representation, an image that captures the essence of that narrative. Any files mentioned in the query will be located at /root/input_data. E.g. if the query mentions example.png, it will be located at /root/input_data/example.png. Use the code base located at `/root/mnm/mnm` to solve this query. Your current directory is `/root/playground`. If the import path in retrieved code block says `testing/dir_name/file_name.py` and you want to import variable, function or class called `obj` from this file, then import using `from testing.dir_name.file_name import obj`. The code base path has either been installed via pip or has been already been added to the system path via ``` import sys sys.path.extend(['/root/mnm']) ``` ******************************************************************************** Step 2 ******************************************************************************** ------Action------ THOUGHT: First, I need to retrieve factual information about Elvis Presley's death. I will search for a function in the `mnm` codebase that can retrieve information from a reliable source like Wikipedia. Once I have the information, I can summarize it and then generate a narrative. Finally, I will look for a function that can create a visual representation based on the narrative. ACTION TYPE: search ACTION CONTENT: (type: FUNCTION) AND (text: wikipedia) -----Response----- RESPONSE (Retrieval Result): QUERY: (type: FUNCTION) AND (text: wikipedia) CODE BLOCKS: --- file_path=mnm/tool_api.py lines=[985, 1011] type=FUNCTION content={ def wikipedia_simple_search(text: str, ckpt=None): """ Performs a basic search on Wikipedia to retrieve a summary of the most relevant page. Args: text (str): The search query text. ckpt: Unused parameter, can be anything (default is None). Returns: dict: A dictionary containing the formatted text summary of the most relevant Wikipedia page. Raises: This function may raise exceptions related to network issues or JSON decoding if the Wikipedia API changes or is unreachable. Examples: result = wikipedia_simple_search("Python programming language") # result might be something like: # {'text': 'Python is a high-level, interpreted, general-purpose programming language. Its design philosophy emphasizes code readability with its use of significant indentation.'} """ ... } --- file_path=mnm/tool_api.py lines=[269, 323] type=FUNCTION content={ def image_editing(image, prompt: str, ckpt=MODEL_SELECTION['image_editing']): """ Edits an image based on a given text prompt using a specified model checkpoint. Args: image: The input image to be edited. prompt (str): The text prompt describing the desired edits. ckpt: The model checkpoint to use for image editing. Defaults to MODEL_SELECTION["image_editing"]. Returns: A dictionary with the key 'image' containing the edited image. Raises: ImportError: If the necessary libraries for the chosen model are not installed. Examples: # Using the default checkpoint edited_image = image_editing(input_image, "A cat with a party hat.") # Using a specific checkpoint edited_image = image_editing(input_image, "A dog on a skateboard.", ckpt="timbrooks/instruct-pix2pix") """ ... } --- file_path=mnm/tool_api.py lines=[195, 226] type=FUNCTION content={ def automatic_speech_recognition(audio: str, ckpt=MODEL_SELECTION['automatic_speech_recognition']): """ Performs automatic speech recognition on an audio file using a pre-trained model. Args: audio (str): The file path to the audio file to be transcribed. ckpt (str, optional): The checkpoint identifier of the pre-trained model to use. Defaults to the model specified in MODEL_SELECTION["automatic_speech_recognition"]. Returns: dict: A dictionary containing the transcription of the audio file with the key 'text'. Raises: ImportError: If the required libraries (librosa, transformers) are not installed. Examples: >>> transcription = automatic_speech_recognition("path/to/audio/file.wav") >>> print(transcription) {'text': 'The transcribed text of the audio.'} """ ... } --- (8 additional code blocks not shown. Search again with the same query to see additional results.) Prototypes for the next 7 out of 8 classes/functions found in unexpanded results (search again with the same query to see details): def text_classification(text: str, ckpt=MODEL_SELECTION['text_classification']): ... # mnm/tool_api.py def text_summarization(text: str, ckpt=MODEL_SELECTION['text_summarization']): ... # mnm/tool_api.py def image_captioning(image, ckpt=MODEL_SELECTION['image_captioning']): ... # mnm/tool_api.py def image_classification(image, ckpt=MODEL_SELECTION['image_classification']): ... # mnm/tool_api.py def question_answering(question: str, text: str, ckpt=MODEL_SELECTION['question_answering']): ... # mnm/tool_api.py def image_generation(text: str, ckpt=MODEL_SELECTION['image_generation']): ... # mnm/tool_api.py def visual_question_answering(image, question, ckpt=MODEL_SELECTION['visual_question_answering']): ... # mnm/tool_api.py ******************************************************************************** Step 3 ******************************************************************************** ------Action------ THOUGHT: The function `wikipedia_simple_search` from the `mnm` codebase can be used to retrieve a summary of the most relevant Wikipedia page for Elvis Presley's death. After obtaining the summary, I can use the `text_summarization` function to condense the information. Then, I will use the `image_generation` function to create a visual representation based on a brief narrative that I will generate using the text from the summary. ACTION TYPE: code ACTION CONTENT: from mnm.tool_api import wikipedia_simple_search, text_summarization, image_generation # Retrieve information about Elvis Presley's death from Wikipedia elvis_info = wikipedia_simple_search("Elvis Presley death") # Summarize the information elvis_summary = text_summarization(elvis_info['text']) # Generate a narrative based on the summary narrative = "The death of Elvis Presley, " + elvis_summary['text'] + " This event left a profound impact on the world of music." # Create a visual representation of the narrative visual_representation = image_generation(narrative) -----Response----- RESPONSE (Execution Result): CODE EXECUTED WITHOUT ERROR, STDOUT WAS EMPTY RELEVANT VARIABLES (only shown if string rep. has changed after code exec): {"wikipedia_simple_search": , "text_summarization": , "image_generation": , "elvis_info": {'text': 'Elvis Presley Enterprises, Inc. (EPE) is a corporate entity created by "The Elvis Presley Trust" to conduct business and manage its assets, including'}, "elvis_summary": {'text': 'Elvis Presley Enterprises, Inc. (EPE) is a corporate entity created by "The Elvis Presley Trust"ry to conduct business and manage its assets.'}, "narrative": The death of Elvis Presley, Elvis Presley Enterprises, Inc. (EPE) is a corporate entity created by "The Elvis Presley Trust"ry to conduct business and manage its assets. This event left a profound impact on the world of music., "visual_representation": {'image': }} ******************************************************************************** Step 4 ******************************************************************************** ------Action------ THOUGHT: The information retrieved from Wikipedia seems to be incorrect as it does not pertain to the details of Elvis Presley's death but rather to the corporate entity managing his assets. I need to refine the search query to get the correct information about his death. I will execute another search with a more specific query. ACTION TYPE: code ACTION CONTENT: # Refine the search to get specific information about Elvis Presley's death elvis_death_info = wikipedia_simple_search("Death of Elvis Presley") # Check the retrieved information print(elvis_death_info['text']) -----Response----- RESPONSE (Execution Result): STDOUT: Elvis Aaron Presley (January 8, 1935 – August 16, 1977), also known mononymously as Elvis, was an American singer and actor. Known as the "King of Rock RELEVANT VARIABLES (only shown if string rep. has changed after code exec): {"elvis_death_info": {'text': 'Elvis Aaron Presley (January 8, 1935 – August 16, 1977), also known mononymously as Elvis, was an American singer and actor. Known as the "King of Rock'}} ******************************************************************************** Step 5 ******************************************************************************** ------Action------ THOUGHT: The information retrieved is still not specific to the details of Elvis Presley's death. It seems to be a general introduction to Elvis Presley. I will attempt to refine the search query further to obtain the specific details about his death. ACTION TYPE: code ACTION CONTENT: # Attempt to refine the search further to get detailed information about Elvis Presley's death elvis_death_details = wikipedia_simple_search("Elvis Presley death details") # Check the retrieved information print(elvis_death_details['text']) -----Response----- RESPONSE (Execution Result): STDOUT: Marie Presley (February 1, 1968 – January 12, 2023) was an American singer-songwriter. She was the only child of singer and actor Elvis Presley and actress RELEVANT VARIABLES (only shown if string rep. has changed after code exec): {"elvis_death_details": {'text': 'Marie Presley (February 1, 1968 – January 12, 2023) was an American singer-songwriter. She was the only child of singer and actor Elvis Presley and actress'}} ******************************************************************************** Step 6 ******************************************************************************** ------Action------ THOUGHT: The search is still not yielding the correct information about the details of Elvis Presley's death. It seems that the `wikipedia_simple_search` function is not retrieving the specific content needed. I will try a different approach by using the `text_summarization` function directly on a more detailed search query to see if it can extract the relevant summary from a larger body of text. ACTION TYPE: code ACTION CONTENT: # Use text summarization on a more detailed search query to try to extract relevant information elvis_detailed_summary = text_summarization("Elvis Presley death details") # Check the summarized information print(elvis_detailed_summary['text']) -----Response----- RESPONSE (Execution Result): STDOUT: Elvis Presley died RELEVANT VARIABLES (only shown if string rep. has changed after code exec): {"elvis_detailed_summary": {'text': 'Elvis Presley died'}} ******************************************************************************** Step 7 ******************************************************************************** ------Action------ THOUGHT: The attempts to retrieve detailed information about Elvis Presley's death using the `wikipedia_simple_search` and `text_summarization` functions have not been successful. The responses are either too general or incomplete. I will try one more time with a different search query, explicitly asking for the cause of death to see if this yields a more focused result. ACTION TYPE: code ACTION CONTENT: # Try a different search query to get the cause of Elvis Presley's death elvis_cause_of_death = wikipedia_simple_search("Elvis Presley cause of death") # Check the retrieved information print(elvis_cause_of_death['text']) -----Response----- RESPONSE (Execution Result): STDOUT: American singer and actor Elvis Presley served in the United States Army from 1958 to 1960 after being drafted to serve in the military as an active duty RELEVANT VARIABLES (only shown if string rep. has changed after code exec): {"elvis_cause_of_death": {'text': 'American singer and actor Elvis Presley served in the United States Army from 1958 to 1960 after being drafted to serve in the military as an active duty'}} ******************************************************************************** Step 8 ******************************************************************************** ------Action------ THOUGHT: The search attempts to find specific information about Elvis Presley's cause of death have been unsuccessful. The responses from the `wikipedia_simple_search` function are not providing the detailed information required. It seems that I am unable to retrieve the specific details of Elvis Presley's death using the available functions in the `mnm` codebase. I will have to report that the task cannot be completed with the current codebase capabilities. ACTION TYPE: done ACTION CONTENT: False -----Response----- None ******************************************************************************** Step 9 ******************************************************************************** ------Action------ THOUGHT: None ACTION TYPE: None ACTION CONTENT: None -----Response----- RESPONSE (User Message): Please immediately take a code_summary action to generate a summary of your code produced so far. If you have not produced any code yet, make an educated guess based on what you have learned so far. ******************************************************************************** Step 10 ******************************************************************************** ------Action------ THOUGHT: I will summarize the code that I have produced so far, which includes attempts to retrieve and summarize information about Elvis Presley's death using the `wikipedia_simple_search` and `text_summarization` functions from the `mnm` codebase. ACTION TYPE: code_summary ACTION CONTENT: from mnm.tool_api import wikipedia_simple_search, text_summarization, image_generation # Attempt to retrieve information about Elvis Presley's death from Wikipedia output0 = wikipedia_simple_search("Elvis Presley death") # Attempt to refine the search to get specific information about Elvis Presley's death output1 = wikipedia_simple_search("Death of Elvis Presley") # Attempt to refine the search further to get detailed information about Elvis Presley's death output2 = wikipedia_simple_search("Elvis Presley death details") # Use text summarization on a more detailed search query to try to extract relevant information output3 = text_summarization("Elvis Presley death details") # Try a different search query to get the cause of Elvis Presley's death output4 = wikipedia_simple_search("Elvis Presley cause of death") -----Response----- None