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Update app.py
Browse files
app.py
CHANGED
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@@ -12,43 +12,41 @@ from mistralai import Mistral
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DEFAULT_KEY = os.getenv("MISTRAL_API_KEY")
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def
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key =
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return Mistral(api_key=key)
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def is_remote(
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return
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def fetch_bytes(
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if is_remote(
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r = requests.get(
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r.raise_for_status()
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return r.content
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with open(
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return f.read()
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def try_ffmpeg_extract_frame(
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ffmpeg = shutil.which("ffmpeg")
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if not ffmpeg:
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return False
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cmd = [
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ffmpeg, "-y", "-i", media_path, "-vf", "scale=-2:512", "-frames:v", "1", out_path
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]
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try:
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subprocess.run(cmd, check=True, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL, timeout=30)
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return os.path.exists(out_path)
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except Exception:
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return False
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def
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files = {"new-image": (
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r = requests.post("https://s.ezgif.com/upload", files=files, timeout=60)
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r.raise_for_status()
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m = re.search(r'name="file" value="([^"]+)"', r.text)
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if not m:
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raise RuntimeError("ezgif upload failed")
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-
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conv = requests.post("https://s.ezgif.com/gif-to-jpg", data={"file":
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conv.raise_for_status()
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m2 = re.search(r'<img src="(https?://s.ezgif.com/tmp/[^"]+)"', conv.text) or re.search(r'<a href="(https?://s.ezgif.com/tmp/[^"]+)"', conv.text)
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if not m2:
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@@ -58,7 +56,7 @@ def ezgif_convert_to_jpg_bytes(media_bytes: bytes, filename_hint: str = "input")
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r2.raise_for_status()
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return r2.content
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def
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try:
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img = Image.open(BytesIO(media_bytes))
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if img.mode != "RGB":
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@@ -71,17 +69,17 @@ def convert_media_to_jpeg_bytes(media_bytes: bytes, filename_hint: str = "input"
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return buf.getvalue()
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except Exception:
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with tempfile.TemporaryDirectory() as td:
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with open(
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f.write(media_bytes)
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if try_ffmpeg_extract_frame(
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with open(
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return f.read()
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return
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def
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return base64.b64encode(
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def build_prompt(use_auto: bool, custom: str):
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if custom and custom.strip():
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@@ -92,15 +90,15 @@ def build_prompt(use_auto: bool, custom: str):
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"poses, facial expressions, clothing, background elements, small distinguishing details, mood, and composition.")
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return "Provide a detailed description of this image."
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def
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try:
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raw = fetch_bytes(
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jpg =
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except Exception as e:
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yield f"Error processing media: {e}"
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return
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b64 =
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prompt = build_prompt(use_auto, custom_prompt)
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model = "pixtral-12b-2409"
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messages = [{
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@@ -112,7 +110,7 @@ def generate_description_stream(image_source: str, use_auto: bool, custom_prompt
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"stream": False
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}]
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client =
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try:
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partial = ""
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for chunk in client.chat.stream(model=model, messages=messages):
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@@ -127,44 +125,33 @@ with gr.Blocks() as demo:
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with gr.Row():
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with gr.Column(scale=1):
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preview = gr.Image(label="Preview", type="pil")
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submit = gr.Button("Submit")
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with gr.Column(scale=1):
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custom = gr.Textbox(label="Custom prompt (optional)", lines=4, placeholder="Leave blank to use auto prompt")
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auto_toggle = gr.Checkbox(label="Use detailed auto prompt", value=True)
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if url_val and url_val.strip():
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return url_val.strip()
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return ""
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def update_preview_and_return_source(url_val, upload_file):
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source = prepare_source(url_val, upload_file)
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if not source:
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return None, ""
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try:
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return Image.open(source).convert("RGB"), source
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except Exception:
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return None,
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def
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if not
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return "No
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for chunk in generate_description_stream(source, use_auto, custom_p, alt_k):
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yield chunk
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demo.launch()
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DEFAULT_KEY = os.getenv("MISTRAL_API_KEY")
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def get_client(alt_key: str = None):
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key = (alt_key or "").strip() or DEFAULT_KEY
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return Mistral(api_key=key)
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def is_remote(s: str):
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return s.startswith("http://") or s.startswith("https://")
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def fetch_bytes(src: str):
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if is_remote(src):
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r = requests.get(src, timeout=30)
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r.raise_for_status()
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return r.content
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with open(src, "rb") as f:
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return f.read()
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def try_ffmpeg_extract_frame(in_path: str, out_path: str):
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ffmpeg = shutil.which("ffmpeg")
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if not ffmpeg:
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return False
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cmd = [ffmpeg, "-y", "-i", in_path, "-vf", "scale=-2:512", "-frames:v", "1", out_path]
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try:
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subprocess.run(cmd, check=True, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL, timeout=30)
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return os.path.exists(out_path)
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except Exception:
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return False
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def ezgif_convert(media_bytes: bytes, filename: str = "input"):
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files = {"new-image": (filename, media_bytes)}
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r = requests.post("https://s.ezgif.com/upload", files=files, timeout=60)
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r.raise_for_status()
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m = re.search(r'name="file" value="([^"]+)"', r.text)
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if not m:
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raise RuntimeError("ezgif upload failed")
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key = m.group(1)
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conv = requests.post("https://s.ezgif.com/gif-to-jpg", data={"file": key}, timeout=60)
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conv.raise_for_status()
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m2 = re.search(r'<img src="(https?://s.ezgif.com/tmp/[^"]+)"', conv.text) or re.search(r'<a href="(https?://s.ezgif.com/tmp/[^"]+)"', conv.text)
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if not m2:
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r2.raise_for_status()
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return r2.content
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def convert_to_jpeg_bytes(media_bytes: bytes, filename_hint: str = "input"):
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try:
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img = Image.open(BytesIO(media_bytes))
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if img.mode != "RGB":
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return buf.getvalue()
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except Exception:
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with tempfile.TemporaryDirectory() as td:
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in_path = os.path.join(td, filename_hint)
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with open(in_path, "wb") as f:
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f.write(media_bytes)
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out_path = os.path.join(td, "frame.jpg")
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if try_ffmpeg_extract_frame(in_path, out_path) and os.path.exists(out_path):
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with open(out_path, "rb") as f:
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return f.read()
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return ezgif_convert(media_bytes, filename_hint)
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def to_b64_jpeg(img_bytes: bytes):
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return base64.b64encode(img_bytes).decode("utf-8")
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def build_prompt(use_auto: bool, custom: str):
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if custom and custom.strip():
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"poses, facial expressions, clothing, background elements, small distinguishing details, mood, and composition.")
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return "Provide a detailed description of this image."
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def generate_stream(image_src: str, use_auto: bool, custom_prompt: str, alt_key: str):
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try:
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raw = fetch_bytes(image_src)
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jpg = convert_to_jpeg_bytes(raw, filename_hint=os.path.basename(image_src) or "input")
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except Exception as e:
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yield f"Error processing media: {e}"
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return
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b64 = to_b64_jpeg(jpg)
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prompt = build_prompt(use_auto, custom_prompt)
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model = "pixtral-12b-2409"
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messages = [{
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"stream": False
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}]
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client = get_client(alt_key)
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try:
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partial = ""
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for chunk in client.chat.stream(model=model, messages=messages):
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with gr.Row():
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with gr.Column(scale=1):
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alt_key = gr.Textbox(label="Alternate Mistral API Key (optional)", type="password")
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url_input = gr.Textbox(label="Image URL", placeholder="https://...", value="")
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custom = gr.Textbox(label="Custom prompt (optional)", lines=4, placeholder="Leave blank to use auto prompt")
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auto_toggle = gr.Checkbox(label="Use detailed auto prompt", value=True)
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with gr.Column(scale=1):
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preview = gr.Image(label="Preview", type="pil")
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out = gr.Textbox(label="Generated Detailed Description", lines=20)
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def load_preview_and_return_url(url):
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if not url:
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return None, ""
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try:
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r = requests.get(url, timeout=30)
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r.raise_for_status()
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img = Image.open(BytesIO(r.content)).convert("RGB")
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return img, url
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except Exception:
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return None, url
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def start_gen(url, use_auto, custom_p, alt_k):
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if not url:
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return "No URL provided."
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for chunk in generate_stream(url, use_auto, custom_p, alt_k):
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yield chunk
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url_input.change(fn=load_preview_and_return_url, inputs=[url_input], outputs=[preview, url_input])
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# Generate when Submit (press Enter in URL or add separate button if desired)
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url_input.submit(fn=start_gen, inputs=[url_input, auto_toggle, custom, alt_key], outputs=[out])
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demo.launch()
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