Create app.py

app.py

@@ -0,0 +1,60 @@
+def encode_image(image_path):
+    with open(image_path, "rb") as image_file:
+        return base64.b64encode(image_file.read()).decode('utf-8')
+
+def upload_img(image,api_key,img_ques):
+
+    base64_image = encode_image(image)
+    
+    
+    headers = {
+        "Content-Type": "application/json",
+        "Authorization": f"Bearer {api_key}" 
+    }
+    payload = {
+        "model": "gpt-4-vision-preview",
+        "messages": [
+            {
+                "role": "user",
+                "content": [
+                    {
+                        "type": "text",
+                        "text": img_ques
+                    },
+                    {
+                        "type": "image_url",
+                        "image_url": {
+                            "url": f"data:image/jpeg;base64,{base64_image}"
+                        }
+                    }
+                ]
+            }
+        ],
+        "max_tokens": 300
+    }
+    response = requests.post("https://api.openai.com/v1/chat/completions", headers=headers, json=payload)
+    img_preview = response.json()
+    return img_preview["choices"][0]["message"]["content"]
+
+title = """<h1 align="center">GPT-4 Preview</h1>"""
+
+with gr.Blocks() as demo:
+    gr.Markdown(title)
+
+    with gr.Row():
+        with gr.Column():
+            image_input = gr.Image(type="filepath", label="Upload Image")
+            key_input = gr.Textbox(label="Enter API-key")
+            upload_button = gr.Button(value="Upload & Start Chat", interactive=True, variant="primary")
+            btn_clear = gr.ClearButton([image_input,key_input],[text])
+        
+        with gr.Column():
+            text = gr.Textbox(label="Output")
+            ques_input = gr.Textbox(label="Enter the question")
+            ques_clear = gr.ClearButton([ques_input])
+
+    upload_button.click(upload_img, inputs=[image_input,key_input,ques_input], outputs=text)
+    btn_clear.add(text)
+    ques_clear.add(text)
+
+demo.launch(share=True)