fix spell issue

Author: openvino-dev-samples

.ci/spellcheck/.pyspelling.wordlist.txt

@@ -454,6 +454,8 @@ KiTS
 Kokoro
 Koltun
 Kondate
+Kontext
+kontext
 Kosaraju
 kosmos
 Kosmos

notebooks/flux.1-kontext/flux.1-kontext.ipynb

@@ -393,7 +393,7 @@
    "id": "cab6790e",
    "metadata": {},
    "source": [
-    "OpenVINO integration with Optimum Intel provides ready-to-use API for model inference that can be used for smooth integration with transformers-based solutions. For loading Flux.1 Kontest model, we will use `OVFluxKontextPipeline` class that have compatible interface with Diffuers `FluxKontextPipeline` implementation. For loading a model, `from_pretrained` method should be used. It accepts path to the model directory or model_id from HuggingFace hub (if model is not converted to OpenVINO format, conversion will be triggered automatically). Additionally, we can provide an inference device, quantization config (if model has not been quantized yet) and device-specific OpenVINO Runtime configuration. More details about model inference with Optimum Intel can be found in [documentation](https://huggingface.co/docs/optimum/intel/openvino/inference)."
+    "OpenVINO integration with Optimum Intel provides ready-to-use API for model inference that can be used for smooth integration with transformers-based solutions. For loading Flux.1 Kontext model, we will use `OVFluxKontextPipeline` class that have compatible interface with Diffusers `FluxKontextPipeline` implementation. For loading a model, `from_pretrained` method should be used. It accepts path to the model directory or model_id from HuggingFace hub (if model is not converted to OpenVINO format, conversion will be triggered automatically). Additionally, we can provide an inference device, quantization config (if model has not been quantized yet) and device-specific OpenVINO Runtime configuration. More details about model inference with Optimum Intel can be found in [documentation](https://huggingface.co/docs/optimum/intel/openvino/inference)."
    ]
   },
   {