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148adebe16
Also change icons on GPT vision page Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
39 lines
1.9 KiB
Markdown
39 lines
1.9 KiB
Markdown
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disableToc = false
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title = "🥽 GPT Vision"
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weight = 14
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url = "/features/gpt-vision/"
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LocalAI supports understanding images by using [LLaVA](https://llava.hliu.cc/), and implements the [GPT Vision API](https://platform.openai.com/docs/guides/vision) from OpenAI.
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## Usage
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OpenAI docs: https://platform.openai.com/docs/guides/vision
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To let LocalAI understand and reply with what sees in the image, use the `/v1/chat/completions` endpoint, for example with curl:
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```bash
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curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
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"model": "llava",
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"messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}'
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```
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Grammars and function tools can be used as well in conjunction with vision APIs:
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```bash
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curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
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"model": "llava", "grammar": "root ::= (\"yes\" | \"no\")",
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"messages": [{"role": "user", "content": [{"type":"text", "text": "Is there some grass in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}'
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```
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### Setup
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All-in-One images have already shipped the llava model as `gpt-4-vision-preview`, so no setup is needed in this case.
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To setup the LLaVa models, follow the full example in the [configuration examples](https://github.com/mudler/LocalAI/blob/master/examples/configurations/README.md#llava).
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