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Update app.py
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app.py
CHANGED
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@@ -6,54 +6,13 @@ import yaml
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import re
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import tempfile
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import os
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import random
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import io
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import base64
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from PIL import Image, ImageDraw, ImageFont
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from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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# Alternative image generation function that doesn't rely on the paid API
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def generate_simple_image(prompt, width=800, height=800):
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"""
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Generate a simple placeholder image based on the prompt.
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This is a fallback when the primary image generation service fails.
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"""
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try:
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# Create a blank white image
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image = Image.new('RGB', (width, height), color='white')
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draw = ImageDraw.Draw(image)
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# Try to load a font, fall back to default if not available
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try:
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font = ImageFont.truetype("arial.ttf", 20)
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except IOError:
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font = ImageFont.load_default()
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# Draw a border
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draw.rectangle([(10, 10), (width-10, height-10)], outline='black', width=2)
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# Add text from the prompt (first 50 characters)
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short_prompt = prompt[:50] + "..." if len(prompt) > 50 else prompt
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text_position = (width//2, height//2)
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# Draw centered text
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draw.text(text_position, short_prompt, fill='black', font=font, anchor='mm')
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# Add a message that this is a placeholder
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draw.text((width//2, height-40), "Placeholder - Image generation unavailable",
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fill='red', font=font, anchor='mm')
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return image
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except Exception as e:
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# If even this fails, create an absolute minimum fallback
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image = Image.new('RGB', (400, 400), color='white')
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return image
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@tool
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def generate_passover_coloring_pages(age: int) -> str:
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"""
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Generates
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Args:
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age (int): The age of the child (1-12).
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Returns:
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@@ -71,80 +30,47 @@ def generate_passover_coloring_pages(age: int) -> str:
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complexity = next(value for (low, high), value in complexity_levels.items() if low <= age <= high)
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# Enhanced prompts
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passover_pages = {
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"simple": [
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"
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"
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"
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"Simple
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],
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"basic": [
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"
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"
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"
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"
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],
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"intermediate": [
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"
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"
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"
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"
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],
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"advanced": [
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"
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"
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"
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"
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]
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}
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# Added anti-hallucination qualifiers
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anti_hallucination_qualifiers = [
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"simple black and white outlines only",
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"no anatomical errors",
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"avoid human figures with details",
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"correct proportions",
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"coloring book style with clear lines",
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"no shading or gradients",
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"anatomically correct if any animals appear",
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"simplified representations",
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"no realistic humans",
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"coloring page suitable for printing"
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]
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selected_pages = passover_pages[complexity]
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descriptions = [page.split(',')[0]
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# Try
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try:
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try:
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# Try to load the original image generation tool
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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# Use more specific prompts for coloring pages with anti-hallucination emphasis
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enhanced_prompts = []
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for page in selected_pages:
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# Add random anti-hallucination qualifiers to each prompt
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qualifiers = ", ".join(anti_hallucination_qualifiers)
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enhanced_prompt = f"{page}, Jewish traditional Passover symbols only, {qualifiers}, black and white coloring book page"
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enhanced_prompts.append(enhanced_prompt)
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# Generate images with the tool
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images = [image_generation_tool(prompt) for prompt in enhanced_prompts]
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raise Exception("Using fallback image generation")
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except Exception as alt_error:
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# If both approaches fail, use our simple fallback image generator
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images = [generate_simple_image(prompt) for prompt in selected_pages]
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# Save images to temporary files
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image_paths = []
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@@ -156,16 +82,16 @@ def generate_passover_coloring_pages(age: int) -> str:
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image_paths.append(temp_path)
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# Create a formatted response with descriptions
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response = f"##
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response += "\n".join(
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# Return the response with image paths
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return f"{response}\n\nImages are saved and ready for display."
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except Exception as e:
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# If
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response = f"##
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response += "\n".join(
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return f"{response}\n\
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# Custom UI wrapper to handle image display
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class CustomGradioUI(GradioUI):
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@@ -179,8 +105,7 @@ class CustomGradioUI(GradioUI):
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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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gr.Markdown("#
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gr.Markdown("Generate traditional Jewish Passover coloring pages for children")
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with gr.Row():
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with gr.Column(scale=1):
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output_text = gr.Markdown(label="Generated Pages")
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with gr.Row():
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gallery = gr.Gallery(label="
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def process_input(input_text):
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try:
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# Display the most recent images (last 4 if there are more)
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image_paths = sorted(image_paths, key=os.path.getmtime, reverse=True)[:4]
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# If no images were found, generate placeholder images
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if not image_paths:
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placeholder_paths = []
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for i, desc in enumerate(result.split('\n')):
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if desc.startswith('- '):
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img = generate_simple_image(desc[2:])
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path = os.path.join(tempfile.gettempdir(), f"placeholder_{i}.png")
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img.save(path)
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placeholder_paths.append(path)
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image_paths = placeholder_paths[:4]
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# Return the result and image paths
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return result, image_paths
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except ValueError:
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# Modified prompt templates to handle simple age input
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custom_prompt_templates = {
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"react-system": """You are
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You have access to the following tools:
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{tools_string}
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When a user enters a number between 1 and 12, interpret it as the age of a child and generate
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If you're asked to generate coloring pages or if the input is just a number, assume the user wants
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Important: Only generate authentic Jewish Passover (Pesach) symbols and imagery - including matzah, seder plate, haggadah, afikoman, four cups of wine, the exodus story, etc.
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Do NOT include any Christian symbols or imagery like crosses, Jesus, or other non-Jewish religious elements.
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To use a tool, output an action in this format:
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```py
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import re
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import tempfile
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import os
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from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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@tool
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def generate_passover_coloring_pages(age: int) -> str:
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"""
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Generates Passover-themed coloring pages based on a child's age.
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Args:
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age (int): The age of the child (1-12).
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Returns:
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complexity = next(value for (low, high), value in complexity_levels.items() if low <= age <= high)
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# Enhanced prompts for better coloring pages
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passover_pages = {
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"simple": [
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"Line drawing of a matzah for a simple coloring page, thick black outlines, white background, perfect for a child's coloring book",
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"Simple black and white outline of a Seder plate with clear divisions, coloring book style, thick lines",
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"Black and white line art of baby Moses in a basket for a child's coloring book, simple outlines",
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"Simple black and white outline of a frog (plague) for children's coloring book, thick lines, no shading"
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],
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"basic": [
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"Black and white outline of the Parting of the Red Sea scene for a coloring book, clear distinct lines",
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"Coloring book page with Ten Plagues illustrations, black outline on white background, no shading",
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"Black and white outline illustrations of the Four Questions for a Passover coloring book",
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"Afikoman hunt maze in black and white outline for a coloring book, thick lines"
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],
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"intermediate": [
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"Detailed black and white outline of a Seder table for a coloring book, clear distinct elements",
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"Black and white outline of Exodus story scenes for coloring book, clear lines",
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"Hebrew letter decorations for 'Pesach' in black and white outline style for coloring book",
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"Black and white outline of Egyptian pyramids with Israelites for a coloring book"
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],
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"advanced": [
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"Intricate black and white line art of Haggadah illustrations for a coloring book, detailed outlines",
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"Detailed symbolism scene in black and white outline for an advanced coloring book",
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"Combined Passover story panels in black and white line art for coloring book",
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"Hebrew calligraphy art in black and white outline for a coloring book, intricate details"
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]
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}
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selected_pages = passover_pages[complexity]
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descriptions = [f"- {page.split(',')[0]}" for page in selected_pages]
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# Try to generate images with improved prompts
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try:
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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# Use more specific prompts for coloring pages
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enhanced_prompts = []
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for page in selected_pages:
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enhanced_prompts.append(f"{page}, suitable for printing as a coloring page")
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images = [image_generation_tool(prompt) for prompt in enhanced_prompts]
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# Save images to temporary files
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image_paths = []
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image_paths.append(temp_path)
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# Create a formatted response with descriptions
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response = f"## Passover Coloring Pages for a {age}-year-old:\n\n"
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response += "\n".join(descriptions)
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# Return the response with image paths
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return f"{response}\n\nImages are saved and ready for display."
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except Exception as e:
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# If image generation fails, return text description
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response = f"## Passover Coloring Pages for a {age}-year-old:\n\n"
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response += "\n".join(descriptions)
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return f"{response}\n\nError generating images: {str(e)}"
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# Custom UI wrapper to handle image display
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class CustomGradioUI(GradioUI):
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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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gr.Markdown("# Passover Coloring Pages Generator")
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with gr.Row():
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with gr.Column(scale=1):
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output_text = gr.Markdown(label="Generated Pages")
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with gr.Row():
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gallery = gr.Gallery(label="Coloring Pages", show_label=True)
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def process_input(input_text):
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try:
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# Display the most recent images (last 4 if there are more)
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image_paths = sorted(image_paths, key=os.path.getmtime, reverse=True)[:4]
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# Return the result and image paths
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return result, image_paths
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except ValueError:
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# Modified prompt templates to handle simple age input
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custom_prompt_templates = {
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"react-system": """You are an helpful agent that helps children learn about Passover through coloring pages.
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You have access to the following tools:
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{tools_string}
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When a user enters a number between 1 and 12, interpret it as the age of a child and generate Passover coloring pages suitable for that age using the generate_passover_coloring_pages tool.
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If you're asked to generate coloring pages or if the input is just a number, assume the user wants Passover coloring pages for a child of that age.
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To use a tool, output an action in this format:
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```py
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