Update chatbot.py

chatbot.py

@@ -1 +1,13 @@
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Alqassimi","userId":"02524741001548264321"}},"outputId":"ecad4094-a1da-440a-854e-69a0ac95c6a2"},"outputs":[{"output_type":"stream","name":"stderr","text":["/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_auth.py:94: UserWarning: \n","The secret `HF_TOKEN` does not exist in your Colab secrets.\n","To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n","You will be able to reuse this secret in all of your notebooks.\n","Please note that authentication is recommended but still optional to access public models or datasets.\n","  warnings.warn(\n"]},{"output_type":"display_data","data":{"text/plain":["config.json:   0%|          | 0.00/843 [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"9605f68fd54a43febd4c6e70147f5005"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["model.safetensors:   0%|          | 0.00/1.50G [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"cfa17e75b0d843c2ad791975c4d42287"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["vocab.json:   0%|          | 0.00/1.94M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"455ba73dd3ef4f69bc79ac74d4d1024c"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["merges.txt:   0%|          | 0.00/1.50M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"7243cb1a855940118b08688c1a83cf26"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["tokenizer.json:   0%|          | 0.00/4.52M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"3f4eb77f2eba48b9853d5276782687d8"}},"metadata":{}}],"source":["from transformers import AutoModelForCausalLM, AutoTokenizer\n","\n","# Load the Arabic GPT-2 model\n","model_name = \"aubmindlab/aragpt2-medium\"\n","model = AutoModelForCausalLM.from_pretrained(model_name)\n","tokenizer = AutoTokenizer.from_pretrained(model_name)\n","\n","# Function to generate chatbot responses\n","def generate_response(context, question):\n","    input_text = context + \"\\nسؤال: \" + question + \"\\nإجابة: \"\n","    input_ids = tokenizer(input_text, return_tensors=\"pt\").input_ids\n","    output = model.generate(input_ids, max_length=150, num_return_sequences=1)\n","    return tokenizer.decode(output[0], skip_special_tokens=True)"]},{"cell_type":"code","source":["from google.colab import drive\n","drive.mount('/content/drive')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"5EuF_-svONsL","executionInfo":{"status":"ok","timestamp":1738945516768,"user_tz":-180,"elapsed":9754,"user":{"displayName":"Rawan Alqassimi","userId":"02524741001548264321"}},"outputId":"8e7ceeb4-3524-49af-cb17-21dfc3393c7d"},"execution_count":1,"outputs":[{"output_type":"stream","name":"stdout","text":["Mounted at /content/drive\n"]}]}]}
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+# Load the Arabic GPT-2 model
+model_name = "aubmindlab/aragpt2-medium"
+model = AutoModelForCausalLM.from_pretrained(model_name)
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+
+# Function to generate chatbot responses
+def generate_response(context, question):
+    input_text = context + "\nسؤال: " + question + "\nإجابة: "
+    input_ids = tokenizer(input_text, return_tensors="pt").input_ids
+    output = model.generate(input_ids, max_length=150, num_return_sequences=1)
+    return tokenizer.decode(output[0], skip_special_tokens=True)