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题意:使用图像与@azure/openai
进行交互或查询
On chat.openai.com I can upload an image and ask chatgpt a question about it, with the existing openai and @azure/openai api however there doesn't seem to be a way to do this? The ChatCompletion object in both cases only take text prompts.
在chat.openai.com上,我可以上传一张图片并就它向ChatGPT提问,但是使用现有的openai和@azure/openai API时,似乎没有办法做到这一点?在这两种情况下,ChatCompletion对象都只接受文本提示。
Is this feautre supported at an api level?
这个特性在API级别上得到支持吗?
With OpenAI you just include your image as part of the message that you supply. Here is a piece from the code I use, which works whether you have an image or not:
在使用OpenAI时,你只需要将你的图像作为你提供消息的一部分包含进来。下面是我使用的一段代码,无论你是否有图像,它都能正常工作。
- if image != '':
- # Get base64 string
- base64_image = encode_image(image)
- content = [
- {
- "type": "text",
- "text": your_prompt
- },
- {
- "type": "image_url",
- "image_url": {
- "url": f"data:image/jpeg;base64,{base64_image}"
- }
- }
- ]
- else:
- content = your_prompt
- messages.append({"role": "user", "content": content})
And then 然后
- payload = {
- "model": model_name,
- "temperature": temperature,
- "max_tokens": tokens,
- "messages": messages
- }
where encode_image() is defined: encode_image()
函数是在哪里定义的?
- def encode_image(image_path):
- with open(image_path, "rb") as image_file:
- return base64.b64encode(image_file.read()).decode('utf-8')
Currently you need to target OpenAI model gpt-4-vision-preview. Update: As @Michael suggests, it also works with gpt-4o.
目前你需要将目标设定为OpenAI的模型gpt-4-vision-preview。更新:如@Michael所建议的,它也适用于gpt-4o
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