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Update Python VLM example in README #1178

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27 changes: 23 additions & 4 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -113,17 +113,36 @@ optimum-cli export openvino --model openbmb/MiniCPM-V-2_6 --trust-remote-code Mi

### Run generation using VLMPipeline API in Python

See [Visual Language Chat](https://github.com/openvinotoolkit/openvino.genai/tree/master/samples/python/visual_language_chat) for a demo application.

Run the following command to download a sample image:

```sh
curl -O "https://storage.openvinotoolkit.org/test_data/images/dog.jpg"
```

```python
import numpy as np
import openvino as ov
import openvino_genai as ov_genai
#Will run model on CPU, GPU is a possible option
from PIL import Image

# Choose GPU instead of CPU in the line below to run the model on Intel integrated or discrete GPU
pipe = ov_genai.VLMPipeline("./MiniCPM-V-2_6/", "CPU")
rgb = read_image("cat.jpg")
print(pipe.generate(prompt, image=rgb, max_new_tokens=100))
config = ov_genai.GenerationConfig()
config.max_new_tokens = 100

image = Image.open("dog.jpg")
image_data = np.array(image.getdata()).reshape(1, image.size[1], image.size[0], 3).astype(np.uint8)
image_data = ov.Tensor(image_data)

prompt = "Can you describe the image?"
print(pipe.generate(prompt, image=image_data, generation_config=config))
```

### Run generation using VLMPipeline in C++

Code below requires installation of C++ compatible package (see [here](https://docs.openvino.ai/2024/get-started/install-openvino/install-openvino-genai.html#archive-installation) for more details)
Code below requires installation of C++ compatible package (see [here](https://docs.openvino.ai/2024/get-started/install-openvino/install-openvino-genai.html#archive-installation) for more details). See [Visual Language Chat](https://github.com/openvinotoolkit/openvino.genai/tree/master/samples/cpp/visual_language_chat) for a demo application.

```cpp
#include "load_image.hpp"
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