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Update app.py
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app.py
CHANGED
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@@ -354,12 +354,39 @@ class FontMoodGenerator:
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return css
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def
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"""
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if not mood_text or not mood_text.strip():
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return "<p>Please enter a mood or a description.</p>",
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mood_embedding = self.embedding_model.encode(
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mood_text,
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@@ -370,43 +397,194 @@ class FontMoodGenerator:
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)[0]
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palette_html = self._format_palette_as_html(top_hits)
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def
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# --- GRADIO UI ---
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# Defines and launches the web interface.
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def create_ui(generator: FontMoodGenerator):
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"""Creates the Gradio web interface."""
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with gr.Blocks(theme="ocean") as demo:
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#
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dynamic_css_output = gr.HTML()
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gr.Markdown("""
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# π Font Mood Generator
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**The UI fonts will update to match your mood!**
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""")
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with gr.
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mood_input = gr.Textbox(
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value="Elegant wedding invitation",
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label="Enter Your Mood or Scene",
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info="
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)
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with gr.Column(scale=1, min_width=150):
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submit_button = gr.Button("Generate Fonts", variant="primary")
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clear_button = gr.Button("Clear", variant="secondary")
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-
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palette_output = gr.HTML(label="Your Generated Font Palette")
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#
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gr.HTML("""
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<style>
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.font-palette-container {
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@@ -451,66 +629,33 @@ def create_ui(generator: FontMoodGenerator):
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.font-description {
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color: #5d6d7e; font-size: 0.9em; line-height: 1.4;
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}
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</style>
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""")
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# Define the function to be called by events
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event_handler = generator.generate_palette_and_theme
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outputs_list = [palette_output, dynamic_css_output]
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gr.Examples(
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[
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"Elegant wedding invitation with vintage charm",
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"Modern tech startup with clean aesthetics",
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"Playful children's book with whimsical characters",
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"Horror movie poster with scary atmosphere",
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"Luxury fashion brand with sophisticated appeal",
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"Retro 1950s diner with nostalgic vibes",
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"Academic research paper with scholarly tone",
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"Surf shop with California beach culture",
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"Gothic medieval manuscript with ancient feel",
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"Futuristic sci-fi interface with cyber aesthetics"
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],
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inputs=mood_input,
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outputs=outputs_list,
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fn=event_handler,
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run_on_click=True,
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)
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submit_button.click(
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fn=event_handler,
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inputs=mood_input,
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outputs=outputs_list,
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)
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clear_button.click(
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fn=generator.clear_theme,
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outputs=outputs_list,
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)
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# Also allow submitting by pressing Enter in the textbox
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mood_input.submit(
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fn=event_handler,
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inputs=mood_input,
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outputs=outputs_list,
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)
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gr.Markdown("""
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----
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##
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This interactive application, the **Font Mood Generator**, transforms your words into a curated typography palette. Simply describe a mood, a scene, or a feeling and the app will generate a set of matching fonts. As a unique touch, the entire user interface dynamically updates its typography to reflect the generated palette, immersing you in your chosen aesthetic.
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-
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## How It Works?
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At its core, this tool is powered by [**EmbeddingGemma**](http://huggingface.co/google/embeddinggemma-300M), a state-of-the-art text embedding model. The process works in a few simple steps:
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2. **Semantic Font Search**: The application has a pre-defined library of fonts, where each font is associated with its own descriptive text and a pre-computed embedding.
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3. **Finding the Match**: Your input embedding is compared against the entire library of font embeddings to find the closest matches based on a similarity score.
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4. **Palette Creation**: The fonts with the highest similarity scores are selected and presented to you as a complete typography palette.
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The
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""")
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return demo
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if __name__ == "__main__":
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# Initialize application components
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generator = FontMoodGenerator(config=Config(), font_data=FONT_DATA)
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return css
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+
def _create_css_code_output(self, top_hits: list[dict[str, any]]) -> str:
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"""Creates exportable CSS code for users."""
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if not top_hits:
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return ""
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font_imports = self._create_font_imports_css(top_hits)
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css_code = f"""/* Generated Font Palette CSS */
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{font_imports}
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/* Font Variables */
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:root {{"""
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for i, hit in enumerate(top_hits):
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font_info = self.font_data[hit['corpus_id']]
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font_name = font_info['name']
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css_code += f"""
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--font-{i+1}: '{font_name}', {font_info['family']};"""
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css_code += """
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}
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/* Usage Examples */
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.heading { font-family: var(--font-1); }
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.body-text { font-family: var(--font-2); }
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.accent { font-family: var(--font-3); }"""
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return css_code
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def generate_palette(self, mood_text: str) -> tuple[str, list[dict[str, any]]]:
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"""Generates font palette and returns both HTML and raw data."""
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if not mood_text or not mood_text.strip():
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return "<p>Please enter a mood or a description.</p>", []
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mood_embedding = self.embedding_model.encode(
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mood_text,
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)[0]
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palette_html = self._format_palette_as_html(top_hits)
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return palette_html, top_hits
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def apply_theme(self, top_hits: list[dict[str, any]]) -> str:
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"""Applies the theme CSS."""
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return self._create_dynamic_theme_css(top_hits)
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def generate_css_code(self, top_hits: list[dict[str, any]]) -> str:
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"""Generates exportable CSS code."""
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return self._create_css_code_output(top_hits)
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# --- GRADIO UI WITH WALKTHROUGH ---
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def create_ui(generator: FontMoodGenerator):
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"""Creates the Gradio web interface with Walkthrough."""
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# Shared state to store generated fonts across steps
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font_state = gr.State([])
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with gr.Blocks(theme="ocean") as demo:
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# Dynamic CSS output
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dynamic_css_output = gr.HTML()
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gr.Markdown("""
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# π Font Mood Generator
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Follow the steps below to generate and apply a personalized font palette based on your mood or description.
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""")
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with gr.Walkthrough(selected=0) as walkthrough:
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# STEP 1: Input Mood
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with gr.Step("π― Describe Your Mood", id=0):
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gr.Markdown("""
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### Step 1: Tell us about your mood or vision
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Describe the feeling, atmosphere, or aesthetic you're aiming for.
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Be as detailed as you like - the more descriptive, the better the results!
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""")
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mood_input = gr.Textbox(
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value="Elegant wedding invitation with vintage charm",
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label="Enter Your Mood or Scene",
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info="Examples: 'Modern tech startup', 'Playful children's book', 'Gothic horror movie'",
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lines=3
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)
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gr.Examples(
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[
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"Elegant wedding invitation with vintage charm",
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"Modern tech startup with clean aesthetics",
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"Playful children's book with whimsical characters",
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"Horror movie poster with scary atmosphere",
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"Luxury fashion brand with sophisticated appeal",
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"Retro 1950s diner with nostalgic vibes",
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],
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inputs=mood_input,
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)
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generate_btn = gr.Button("Generate Font Palette β", variant="primary", size="lg")
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def generate_and_move(mood_text):
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palette_html, top_hits = generator.generate_palette(mood_text)
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return palette_html, top_hits, gr.Walkthrough(selected=1)
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generate_btn.click(
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fn=generate_and_move,
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inputs=mood_input,
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outputs=[gr.State(), font_state, walkthrough]
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)
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# STEP 2: Review Generated Fonts
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with gr.Step("π¨ Review Your Font Palette", id=1):
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gr.Markdown("""
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### Step 2: Review your generated fonts
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Here are the fonts that best match your mood, ranked by similarity score.
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Each font is scored based on how well it captures your described aesthetic.
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""")
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palette_display = gr.HTML()
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def show_palette(palette_html):
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return palette_html
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# Update palette when entering this step
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demo.load(
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fn=show_palette,
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inputs=gr.State(),
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outputs=palette_display
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)
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with gr.Row():
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back_to_input_btn = gr.Button("β Back to Input", variant="secondary")
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apply_theme_btn = gr.Button("Apply Typography Theme β", variant="primary", size="lg")
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back_to_input_btn.click(
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fn=lambda: gr.Walkthrough(selected=0),
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outputs=walkthrough
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)
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def apply_and_move(top_hits):
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theme_css = generator.apply_theme(top_hits)
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return theme_css, gr.Walkthrough(selected=2)
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apply_theme_btn.click(
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fn=apply_and_move,
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inputs=font_state,
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outputs=[dynamic_css_output, walkthrough]
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)
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# STEP 3: Experience the Typography
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with gr.Step("β¨ Experience Your Typography", id=2):
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gr.Markdown("""
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### Step 3: See your fonts in action!
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Notice how the entire interface has transformed to reflect your chosen aesthetic.
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The fonts from your palette are now applied throughout the UI.
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""")
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gr.Markdown("""
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**π Your typography theme is now active!**
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Look around the interface - the headings, buttons, and text inputs now use fonts from your generated palette.
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This gives you a real preview of how these fonts work together in a design context.
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**Font Roles:**
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- **Primary Font**: Used for headings and primary buttons
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- **Secondary Font**: Used for input fields and body text
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- **Accent Font**: Used for secondary buttons and highlights
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""")
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with gr.Row():
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back_to_palette_btn = gr.Button("β Back to Palette", variant="secondary")
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get_code_btn = gr.Button("Get CSS Code β", variant="primary", size="lg")
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back_to_palette_btn.click(
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fn=lambda: gr.Walkthrough(selected=1),
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outputs=walkthrough
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)
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get_code_btn.click(
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fn=lambda: gr.Walkthrough(selected=3),
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outputs=walkthrough
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)
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# STEP 4: Export and Use
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with gr.Step("πΎ Export & Use Your Fonts", id=3):
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gr.Markdown("""
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### Step 4: Get the code and use your fonts
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Copy the CSS code below to use your font palette in your own projects.
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""")
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css_code_output = gr.Code(
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language="css",
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label="Your Font Palette CSS",
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value="",
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lines=15
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)
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def generate_css_code(top_hits):
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return generator.generate_css_code(top_hits)
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# Generate CSS when entering this step
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| 560 |
+
demo.load(
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| 561 |
+
fn=generate_css_code,
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| 562 |
+
inputs=font_state,
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| 563 |
+
outputs=css_code_output
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| 564 |
+
)
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| 565 |
+
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| 566 |
+
gr.Markdown("""
|
| 567 |
+
**π Next Steps:**
|
| 568 |
+
1. Copy the CSS code above
|
| 569 |
+
2. Include it in your website's stylesheet
|
| 570 |
+
3. Apply the font variables to your HTML elements
|
| 571 |
+
4. Enjoy your new typography!
|
| 572 |
+
|
| 573 |
+
**π‘ Pro Tip:** You can also use individual Google Fonts links if you prefer to load fonts separately.
|
| 574 |
+
""")
|
| 575 |
+
|
| 576 |
+
with gr.Row():
|
| 577 |
+
start_over_btn = gr.Button("π Start Over", variant="secondary", size="lg")
|
| 578 |
+
|
| 579 |
+
def restart():
|
| 580 |
+
return "", [], gr.Walkthrough(selected=0)
|
| 581 |
+
|
| 582 |
+
start_over_btn.click(
|
| 583 |
+
fn=restart,
|
| 584 |
+
outputs=[dynamic_css_output, font_state, walkthrough]
|
| 585 |
)
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|
| 586 |
|
| 587 |
+
# Static CSS for font cards
|
| 588 |
gr.HTML("""
|
| 589 |
<style>
|
| 590 |
.font-palette-container {
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|
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|
| 629 |
.font-description {
|
| 630 |
color: #5d6d7e; font-size: 0.9em; line-height: 1.4;
|
| 631 |
}
|
| 632 |
+
|
| 633 |
+
/* Walkthrough styling enhancements */
|
| 634 |
+
.gr-walkthrough {
|
| 635 |
+
border-radius: 12px;
|
| 636 |
+
overflow: hidden;
|
| 637 |
+
}
|
| 638 |
</style>
|
| 639 |
""")
|
| 640 |
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|
| 641 |
gr.Markdown("""
|
| 642 |
----
|
| 643 |
+
## About This App
|
|
|
|
|
|
|
|
|
|
|
|
|
| 644 |
|
| 645 |
+
This **Font Mood Generator** uses the new `gr.Walkthrough` component to create a guided, step-by-step experience for generating typography palettes.
|
|
|
|
|
|
|
|
|
|
| 646 |
|
| 647 |
+
The app is powered by [**EmbeddingGemma**](http://huggingface.co/google/embeddinggemma-300M), Google's text embedding model that understands the semantic meaning and emotional qualities of your descriptions to find matching fonts.
|
| 648 |
+
|
| 649 |
+
**π Walkthrough Features:**
|
| 650 |
+
- **Guided Experience**: Step-by-step workflow for better user experience
|
| 651 |
+
- **Progressive Disclosure**: Information and controls revealed when needed
|
| 652 |
+
- **Visual Progress**: Clear indication of current step and progress
|
| 653 |
+
- **Interactive Navigation**: Ability to go back and forth between steps
|
| 654 |
""")
|
| 655 |
|
| 656 |
return demo
|
| 657 |
|
| 658 |
+
|
| 659 |
if __name__ == "__main__":
|
| 660 |
# Initialize application components
|
| 661 |
generator = FontMoodGenerator(config=Config(), font_data=FONT_DATA)
|