import os import os.path # Set a dedicated folder for file I/O working_directory = "auto_gpt_workspace" # Create the directory if it doesn't exist if not os.path.exists(working_directory): os.makedirs(working_directory) def safe_join(base, *paths): """Join one or more path components intelligently.""" new_path = os.path.join(base, *paths) norm_new_path = os.path.normpath(new_path) if os.path.commonprefix([base, norm_new_path]) != base: raise ValueError("Attempted to access outside of working directory.") return norm_new_path def split_file(content, max_length=4000, overlap=0): """ Split text into chunks of a specified maximum length with a specified overlap between chunks. :param text: The input text to be split into chunks :param max_length: The maximum length of each chunk, default is 4000 (about 1k token) :param overlap: The number of overlapping characters between chunks, default is no overlap :return: A generator yielding chunks of text """ start = 0 content_length = len(content) while start < content_length: end = start + max_length if end + overlap < content_length: chunk = content[start : end + overlap] else: chunk = content[start:content_length] yield chunk start += max_length - overlap def read_file(filename) -> str: """Read a file and return the contents""" try: filepath = safe_join(working_directory, filename) with open(filepath, "r", encoding="utf-8") as f: content = f.read() return content except Exception as e: return f"Error: {str(e)}" def ingest_file(filename, memory, max_length=4000, overlap=200): """ Ingest a file by reading its content, splitting it into chunks with a specified maximum length and overlap, and adding the chunks to the memory storage. :param filename: The name of the file to ingest :param memory: An object with an add() method to store the chunks in memory :param max_length: The maximum length of each chunk, default is 4000 :param overlap: The number of overlapping characters between chunks, default is 200 """ try: print(f"Working with file {filename}") content = read_file(filename) content_length = len(content) print(f"File length: {content_length} characters") chunks = list(split_file(content, max_length=max_length, overlap=overlap)) num_chunks = len(chunks) for i, chunk in enumerate(chunks): print(f"Ingesting chunk {i + 1} / {num_chunks} into memory") memory_to_add = ( f"Filename: {filename}\n" f"Content part#{i + 1}/{num_chunks}: {chunk}" ) memory.add(memory_to_add) print(f"Done ingesting {num_chunks} chunks from {filename}.") except Exception as e: print(f"Error while ingesting file '{filename}': {str(e)}") def write_to_file(filename, text): """Write text to a file""" try: filepath = safe_join(working_directory, filename) directory = os.path.dirname(filepath) if not os.path.exists(directory): os.makedirs(directory) with open(filepath, "w", encoding="utf-8") as f: f.write(text) return "File written to successfully." except Exception as e: return "Error: " + str(e) def append_to_file(filename, text): """Append text to a file""" try: filepath = safe_join(working_directory, filename) with open(filepath, "a") as f: f.write(text) return "Text appended successfully." except Exception as e: return "Error: " + str(e) def delete_file(filename): """Delete a file""" try: filepath = safe_join(working_directory, filename) os.remove(filepath) return "File deleted successfully." except Exception as e: return "Error: " + str(e) def search_files(directory): found_files = [] if directory == "" or directory == "/": search_directory = working_directory else: search_directory = safe_join(working_directory, directory) for root, _, files in os.walk(search_directory): for file in files: if file.startswith("."): continue relative_path = os.path.relpath(os.path.join(root, file), working_directory) found_files.append(relative_path) return found_files