Spaces:
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import gradio as gr | |
from transformers import pipeline, set_seed | |
# Define available models | |
AVAILABLE_MODELS = { | |
"GPT-2 (small, fast)": "gpt2", | |
"Falcon (TII UAE)": "tiiuae/falcon-7b-instruct", | |
"Mistral (OpenAccess)": "mistralai/Mistral-7B-v0.1" | |
} | |
set_seed(42) | |
# Cache models | |
text_model_cache = {} | |
image_generator = pipeline("text-to-image", model="CompVis/stable-diffusion-v1-4") | |
# Session memory | |
chat_memory = {} | |
def load_text_model(model_name): | |
if model_name not in text_model_cache: | |
text_model_cache[model_name] = pipeline("text-generation", model=AVAILABLE_MODELS[model_name]) | |
return text_model_cache[model_name] | |
def codette_terminal(prompt, model_name, generate_image, session_id): | |
if session_id not in chat_memory: | |
chat_memory[session_id] = [] | |
if prompt.lower() in ["exit", "quit"]: | |
chat_memory[session_id] = [] | |
return "π§ Codette signing off... Session reset.", None | |
# Text generation | |
generator = load_text_model(model_name) | |
response = generator(prompt, max_length=100, num_return_sequences=1, do_sample=True)[0]['generated_text'].strip() | |
chat_memory[session_id].append(f"ποΈ You > {prompt}") | |
chat_memory[session_id].append(f"π§ Codette > {response}") | |
chat_log = "\n".join(chat_memory[session_id][-10:]) | |
# Optional image generation | |
img = None | |
if generate_image: | |
img = image_generator(prompt)[0]['image'] | |
return chat_log, img | |
# Build Gradio UI | |
with gr.Blocks(title="Codette Terminal: Text + Image AI") as demo: | |
gr.Markdown("## 𧬠Codette Terminal (Text + Image, Hugging Face Edition)") | |
gr.Markdown("Choose your model, enter a prompt. Enable image generation if desired. Type `'exit'` to reset.") | |
session_id = gr.Textbox(value="session_default", visible=False) | |
model_dropdown = gr.Dropdown(choices=list(AVAILABLE_MODELS.keys()), value="GPT-2 (small, fast)", label="Choose Language Model") | |
generate_image_toggle = gr.Checkbox(label="Also generate image?", value=False) | |
user_input = gr.Textbox(label="Your Prompt", placeholder="e.g. a castle on Mars, explained by an AI philosopher", lines=1) | |
output_text = gr.Textbox(label="Terminal Output", lines=15, interactive=False) | |
output_image = gr.Image(label="AI-Generated Image") | |
user_input.submit( | |
fn=codette_terminal, | |
inputs=[user_input, model_dropdown, generate_image_toggle, session_id], | |
outputs=[output_text, output_image] | |
) | |
# Launch on Spaces | |
if __name__ == "__main__": | |
demo.launch() | |