Create app.py

app.py

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+import gradio as gr
+import os
+import io
+import warnings
+from PIL import Image
+from stability_sdk import client
+import stability_sdk.interfaces.gooseai.generation.generation_pb2 as generation
+
+os.environ['STABILITY_HOST'] = 'grpc.stability.ai:443'
+os.environ['STABILITY_KEY'] = 'sk-pP36XPd4SZ81KoNApJEZrU3TBzMlO5NPaT2tMW9yfWqO5rcz'
+
+# Set up our connection to the API.
+stability_api = client.StabilityInference(
+    key=os.environ['STABILITY_KEY'], # API Key reference.
+    verbose=True, # Print debug messages.
+    engine="stable-diffusion-v1-5", # Set the engine to use for generation. 
+    # Available engines: stable-diffusion-v1 stable-diffusion-v1-5 stable-diffusion-512-v2-0 stable-diffusion-768-v2-0 
+    # stable-diffusion-512-v2-1 stable-diffusion-768-v2-1 stable-inpainting-v1-0 stable-inpainting-512-v2-0
+)
+
+def generate_image(prompt):
+    answers = stability_api.generate(
+    prompt, 
+    steps=30,
+    cfg_scale=8.0,
+    width=512,
+    height=512,
+    samples=1,
+    sampler=generation.SAMPLER_K_DPMPP_2M
+    )
+
+    for resp in answers:
+        for artifact in resp.artifacts:
+            if artifact.finish_reason == generation.FILTER:
+                warnings.warn(
+                    "Forespørselen din aktiverte API-ets sikkerhetsfiltre og kunne ikke behandles."
+                    "Vennligst endre forespørselen og prøv igjen.")
+            if artifact.type == generation.ARTIFACT_IMAGE:
+                img = Image.open(io.BytesIO(artifact.binary))
+                img.save("image.png")
+
+
+import random
+
+keyWords = [
+    ["Ocean",
+    "The vast ocean stretched out endlessly, its depths hiding unknown mysteries.",
+    "The dynamic waves of the ocean crashed against the shore, shaping the land.",
+    "The oceanscape was adorned with a brilliant array of marine life and coral reefs.",
+    "The pristine waters of the ocean shimmered in the sunlight, inviting for a swim.",
+    "The unpredictable ocean currents and storms made it a powerful and formidable force."],
+    ["Mountain",
+    "The towering peak, shrouded in mist, loomed above the valley below.",
+    "The jagged ridges of the mountain range stretched out as far as the eye could see.",
+    "The snow-covered summit glistened in the sunlight, beckoning adventurers to conquer its heights.",
+    "The rocky outcroppings of the mountain provided a natural fortress, defying the elements for centuries."],
+    ["Forest",
+    "The dense canopy of the forest blocked out the sun, creating a mysterious and enchanting atmosphere.",
+    "The towering trees of the forest reached up to the sky, providing a home for diverse wildlife.",
+    "The lush undergrowth of the forest was a riot of color and life, teeming with plants and animals.",
+    "The serene stillness of the forest was only occasionally broken by the call of birds and the rustling of leaves.",
+    "The ancient trees of the forest stood sentinel, their roots deep in the earth, their branches brushing the sky."],
+    ["River",
+    "The sparkling water of the river flowed gracefully, carving its way through the landscape.",
+    "The tranquil surface of the river was ruffled by the gentle breeze and the occasional fish jumping.",
+    "The winding path of the river was surrounded by lush greenery and diverse wildlife.",
+    "The soothing sound of the river's flow provided a backdrop for the peaceful countryside.",
+    "The life-giving water of the river sustained the plants, animals and the community living along its banks."],
+    ["Fjord",
+    "The steep cliffs of the fjord rose dramatically from the cold, dark waters.",
+    "The winding inlet of the fjord was surrounded by snow-capped peaks and glaciers.",
+    "The tranquil surface of the fjord was dotted with small islands and surrounded by dense forests.",
+    "The fjord's dark, mysterious waters were home to a variety of marine life and hidden caves.",
+    "The natural beauty of the fjord created a breathtaking landscape that was both awe-inspiring and humbling."],
+    ["Desert",
+    "The vast expanse of the desert stretched out endlessly, its sands rippling in the relentless sun.",
+    "The barren landscape of the desert was punctuated by towering dunes and rocky outcroppings.",
+    "The scorching heat of the desert made it a harsh and unforgiving environment for those who dared to venture there.",
+    "The silence of the desert was only broken by the howling winds and the occasional cry of a desert animal.",
+    "The stark beauty of the desert was both mesmerizing and intimidating, with its endless horizon and endless sand."],
+    ["Volcano",
+    "The towering volcano loomed over the landscape, its smoldering crater a constant reminder of its power.",
+    "The fiery lava flowed down the volcano's slopes, carving a path of destruction in its wake.",
+    "The ash and smoke from the volcano filled the air, creating a dark and ominous atmosphere.",
+    "The explosive eruptions of the volcano sent rocks and debris flying, making it a dangerous and unpredictable force.",
+    "The primal energy of the volcano, both destructive and creation, was a reminder of the raw power of nature."],
+    ["Lake",
+    "The serene waters of the lake reflected the surrounding landscape, creating a mirror-like surface.",
+    "The tranquil atmosphere of the lake was a haven for those seeking peace and solitude.",
+    "The crystal clear water of the lake was teeming with fish and aquatic life.",
+    "The beauty of the lake was enhanced by the gentle swaying of the reeds and the colorful flowers on its shore.",
+    "The calmness of the lake was only broken by the occasional splash of a jumping fish or the gentle lapping of the waves."],
+    ["Waterfall",
+    "The powerful rush of water cascaded down the cliffs, creating a mesmerizing curtain of mist.",
+    "The thundering roar of the waterfall echoed through the surrounding wilderness.",
+    "The sparkling water of the waterfall glistened in the sunlight, creating a rainbow of colors.",
+    "The mist and spray of the waterfall created a cool and refreshing oasis in the heat of the day.",
+    "The raw energy and power of the waterfall was both awe-inspiring and humbling."],
+    ["Valley",
+    "The picturesque valley was nestled between rolling hills and majestic mountains.",
+    "The lush greenery of the valley was dotted with colorful wildflowers and verdant fields.",
+    "The peaceful tranquility of the valley was only broken by the gentle sound of a flowing stream.",
+    "The secluded valley provided a sanctuary for an array of wildlife and birds.",
+    "The natural beauty of the valley was a breathtaking sight, with its panoramic views and its serenity."
+    ]]
+
+
+def findKeyword(sentence):
+    words = sentence.split() #Og noe her med split 
+    for i in range(len(keyWords)):
+        for j in range(len(words)):
+            if keyWords[i][0].lower() == words[j].lower():
+                words[j] = keyWords[i][random.randint(1,len(keyWords[i]))]
+    return ''.join(str(e) for e in words)
+
+def wrapper(input):
+    generate_image(findKeyword(input))
+    return Image.open("image.png") #pillow.open
+
+output = gr.outputs.Image(type="pil") 
+
+iface = gr.Interface(fn=wrapper, inputs=gr.inputs.Textbox(), outputs=output)
+iface.launch(share=True)