From 5de88f0aa87b29058c99c478e13a073250d5e41c Mon Sep 17 00:00:00 2001 From: 0xSakataGintoki Date: Tue, 14 Jan 2025 09:34:19 +0800 Subject: [PATCH] Add compose_mesage function in GPT4VisionAPI, to support web image and multi images. --- examples/gpt4o_vision_example/example.png | Bin 403614 -> 0 bytes examples/gpt4o_vision_example/example.py | 93 --------------------- examples/gpt4o_vision_example/example.yaml | 20 ----- 3 files changed, 113 deletions(-) delete mode 100644 examples/gpt4o_vision_example/example.png delete mode 100644 examples/gpt4o_vision_example/example.py delete mode 100644 examples/gpt4o_vision_example/example.yaml diff --git a/examples/gpt4o_vision_example/example.png b/examples/gpt4o_vision_example/example.png deleted file mode 100644 index 787ce657cce5db734096b5de390c8ed275cb4313..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 403614 zcmeF2Ra=}*u&xJpX7Ir+SdifE9-I&yf=h6Bcb5c$dmsc4?(Xh7xVuAOVA%QAb**2q 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zlbA2^Bq`dp2?Lu1u}D1Ma$^^P$O;(rqnxqM62mq5Mti@EoEMLA2Ms7!i&6#8# zIt}I%MEXkpyZ>m2UYJ;D_pek3&KEXMDo7OJzkmP#ERul#-L3yy|A)Z;3j_*S2(#CW YUWfC($+JCeWTfxOBR%yBRcrMB0JRrw2LJ#7 diff --git a/examples/gpt4o_vision_example/example.py b/examples/gpt4o_vision_example/example.py deleted file mode 100644 index 4fa52a9..0000000 --- a/examples/gpt4o_vision_example/example.py +++ /dev/null @@ -1,93 +0,0 @@ -""" -Swarms Service Module. - -This module provides functionality for interacting with Swarms API. -""" - -# Standard library imports -import asyncio -import os -import yaml -from typing import List, Dict - -# Third-party imports -from swarms import Agent - -# Local imports -from swarm_models.gpt4_vision_api import GPT4VisionAPI - -from dotenv import load_dotenv -load_dotenv() -OPENAI_API_KEY = os.getenv("OPENAI_API_KEY") - -# Retrieve the OpenAI API key from environment variables for security. -if not OPENAI_API_KEY: - raise EnvironmentError("Please set the 'OPENAI_API_KEY' environment variable.") - - -def load_config(file_path: str) -> Dict: - """Attempt to load a configuration from a YAML file. - - Args: - file_path (str): Path to the YAML configuration file. - - Returns: - Dict: Parsed YAML configuration as a dictionary. - - Raises: - FileNotFoundError: If the YAML file does not exist. - """ - try: - with open(file_path, "r") as file: - return yaml.safe_load(file) - except FileNotFoundError as e: - raise FileNotFoundError(f"The {file_path} file is missing.") from e - except yaml.YAMLError as e: - raise yaml.YAMLError("Failed to parse YAML file.") from e - - -config = load_config("example.yaml") - -model = GPT4VisionAPI( - openai_api_key=OPENAI_API_KEY, - model_name="gpt-4o", - system_prompt=config["system_prompt"], - logging_enabled=True, - return_json=False, -) - -swarm_reply_agent = Agent( - llm=model, - system_prompt=None, - max_loops=1, - user_name = "human", - custom_tools_prompt=None, -) - -if __name__ == '__main__': - """Main function to orchestrate fetching replies for predefined comments.""" - async def main(): - task = "What's this?" - img_url = "https://pbs.twimg.com/media/GfPLHWNbIAAyk8g?format=jpg&name=medium" - img_path = "example.png" - customized_messages = [ - {"role": "system", "content": config["system_prompt"]} - , {"role": "user", "content": [ - {"type": "text","text": f"{task}"} - , {"type": "image_url","image_url": {"url": f"{img_url}"}} - ] - } - ] - try: - # 1/ call with customized_messages which you compose the details of messages by yourself - content = swarm_reply_agent.run(messages=customized_messages) - # 2/ call with task and img_url - content = swarm_reply_agent.run(task=task, img=img_url) - # 3/ call with task and image_path - content = swarm_reply_agent.run(task=task, img=img_path) - # 4/ call with task and multi_imgs, multi_imgs is a list of image_path or image_url - content = swarm_reply_agent.run(task=task, multi_imgs=[img_url, img_path]) - except Exception as e: - print(f"An error occurred: {e}") - - asyncio.run(main()) \ No newline at end of file diff --git a/examples/gpt4o_vision_example/example.yaml b/examples/gpt4o_vision_example/example.yaml deleted file mode 100644 index 84bcebd..0000000 --- a/examples/gpt4o_vision_example/example.yaml +++ /dev/null @@ -1,20 +0,0 @@ -agent_name: "IFS-Reply-Agent" -max_loops: 1 -autosave: true -verbose: false -output_type: "str" -task: "Generate the return result as a JSON, ensuring the tweet content within the JSON does not exceed 230 characters." - -system_prompt: > - You are a healthy eating assistant. Based on the provided image and text, return results in JSON format following these steps: - 1. If no food is detected in the image, return: {"has_food_image": false}. - 2. Identify the types of food, quantity, weight, cooking method, and their nutritional values (calories, fat, carbs, protein). - 3. Summarize the total nutritional values for all food items. - 4. Create a concise tweet (max 230 characters) summarizing the food, quantities, and total nutrition. Use English unless the text input specifies another language. - 5. Return the final JSON structure: - { - "has_food_image": true/false, - "calories": "xxx kcal", - "food_name": "xxx" - "tweet": "Your generated tweet." - } \ No newline at end of file