Create app.py

app.py

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+import gradio as gr
+import base64
+from PIL import Image
+from groq import Groq
+import os
+
+client = Groq(api_key=os.environ.get('GROQ_API_KEY'))
+
+def encode_images(image_paths):
+    base64_images = []
+    for image_path in image_paths:
+        with open(image_path, "rb") as image_file:
+            base64_image = base64.b64encode(image_file.read()).decode("utf-8")
+            base64_images.append(f"data:image/jpeg;base64,{base64_image}")
+    return base64_images
+
+def resize_images(image_paths, target_size=(224, 224)):
+    resized_images = []
+    for image_path in image_paths:
+        img = Image.open(image_path)
+        img_resized = img.resize(target_size) 
+        resized_images.append(img_resized)
+    return resized_images
+
+def generate_testing_instructions(images, context):
+    resized_images = resize_images(images)
+
+    base64_images = encode_images(images)
+
+    completion = client.chat.completions.create(
+        model="llava-v1.5-7b-4096-preview",
+        messages=[
+        {
+            "role": "user",
+            "content": [
+                {"type": "image_url", "image_url": {"url": base64_image}},
+                {"type": "text", "text": '''
+You're a helpful assistant that creates comprehensive testing instructions. Each test case should include the following details:
+
+- **Description**: A brief explanation of the feature being tested.
+- **Pre-conditions**: The required setup or state of the app before beginning the test.
+- **Testing Steps**: A clear, step-by-step guide for performing the test, including any user interactions or actions.
+- **Expected Result**: The outcome you should observe if the feature is functioning correctly.
+
+Please demonstrate your approach using the following features of a mobile app:
+
+1. **Source, Destination, and Date Selection**: The user selects their departure location, destination, and the travel date.
+2. **Bus Selection**: Displays a list of available buses, allowing the user to choose a specific one.
+3. **Seat Selection**: Enables the user to select seats on the chosen bus.
+4. **Pick-up and Drop-off Point Selection**: Allows the user to specify the starting point and final stop for the trip.
+5. **Offers**: Showcases available promotions and discounts.
+6. **Filters**: Options to filter buses by time, price, or other preferences.
+7. **Bus Information**: Provides details about the selected bus, including amenities, photos, and reviews.
+
+'''},
+                {"type": "text", "text": context}
+            ]
+        }
+        for base64_image in base64_images
+    ],
+    temperature=0,
+    max_tokens=1024,
+    top_p=1,
+    stream=False,
+    stop=None,
+)
+    return completion.choices[0].message.content
+
+with gr.Blocks() as demo:
+    gr.Markdown("## App Testing Instructions Generator")
+
+    with gr.Row():
+        context = gr.Textbox(label="Optional Context", placeholder="Add any specific instructions or questions...")
+
+    image_upload = gr.File(label="Upload Screenshots (PNG or JPG)", type="filepath", file_count="multiple")
+
+    output = gr.Textbox(label="Generated Testing Instructions", placeholder="The instructions will appear here...")
+
+    button = gr.Button("Describe Testing Instructions")
+
+    button.click(
+        generate_testing_instructions,
+        inputs=[image_upload, context],
+        outputs=output
+    )
+
+demo.launch(debug=True)