Spaces:
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Update app.py
Browse files
app.py
CHANGED
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@@ -5,14 +5,14 @@ import json
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# These will be set as Hugging Face Spaces secrets
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API_KEY = os.environ.get("FIREWORKS_API_KEY", "")
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SYSTEM_PROMPT = os.environ.get("SYSTEM_PROMPT"
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# API endpoint
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API_URL = "https://api.fireworks.ai/inference/v1/chat/completions"
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def chat_with_model(message, history, temperature, max_tokens, top_p, top_k):
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"""
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-
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"""
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# Build conversation history
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messages = [{"role": "system", "content": SYSTEM_PROMPT}]
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@@ -27,7 +27,7 @@ def chat_with_model(message, history, temperature, max_tokens, top_p, top_k):
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# Prepare the request
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headers = {
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"Accept": "
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"Content-Type": "application/json",
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"Authorization": f"Bearer {API_KEY}"
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}
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@@ -40,83 +40,115 @@ def chat_with_model(message, history, temperature, max_tokens, top_p, top_k):
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"presence_penalty": 0,
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"frequency_penalty": 0,
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"temperature": temperature,
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"messages": messages
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}
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try:
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response = requests.post(API_URL, headers=headers, json=payload, timeout=
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response.raise_for_status()
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except requests.exceptions.RequestException as e:
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except
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# Custom CSS for a modern look
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custom_css = """
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.gradio-container {
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font-family: 'Inter', sans-serif;
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}
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#title {
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text-align: center;
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background: linear-gradient(
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-webkit-background-clip: text;
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-webkit-text-fill-color: transparent;
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font-size:
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font-weight:
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margin-bottom: 0.
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}
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#
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text-align: center;
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font-size: 1.
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color: #
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margin-bottom: 2em;
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}
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.message-wrap {
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border-radius:
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}
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"""
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# Create Gradio interface
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with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as demo:
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gr.HTML("<h1 id='title'
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gr.HTML("<p id='
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with gr.Row():
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with gr.Column(scale=3):
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chatbot = gr.Chatbot(
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height=
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bubble_full_width=False,
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avatar_images=(
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)
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with gr.Row():
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msg = gr.Textbox(
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placeholder="
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show_label=False,
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scale=4,
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container=False
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)
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submit_btn = gr.Button("Send
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with gr.Row():
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clear_btn = gr.ClearButton([msg, chatbot], value="Clear
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with gr.Column(scale=1):
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gr.Markdown("### βοΈ Model
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temperature = gr.Slider(
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minimum=0,
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maximum=2,
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value=0.6,
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step=0.1,
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label="Temperature",
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info="
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)
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max_tokens = gr.Slider(
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@@ -124,8 +156,8 @@ with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as demo:
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maximum=4000,
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value=2000,
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step=100,
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label="Max Tokens",
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info="
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)
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top_p = gr.Slider(
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@@ -133,8 +165,8 @@ with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as demo:
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maximum=1,
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value=1,
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step=0.05,
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label="Top P",
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info="
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)
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top_k = gr.Slider(
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@@ -142,46 +174,108 @@ with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as demo:
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maximum=100,
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value=40,
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step=1,
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label="Top K",
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info="
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)
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# Handle message submission
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def respond(message, chat_history, temp, max_tok, top_p_val, top_k_val):
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if not API_KEY:
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-
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bot_message = chat_with_model(message, chat_history, temp, max_tok, top_p_val, top_k_val)
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chat_history.append((message,
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msg.submit(
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respond,
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[msg, chatbot, temperature, max_tokens, top_p, top_k],
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[
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)
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submit_btn.click(
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respond,
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[msg, chatbot, temperature, max_tokens, top_p, top_k],
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[
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)
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# Add examples
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gr.Examples(
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examples=[
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["
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["
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["
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],
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inputs=msg,
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label="π‘
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)
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# Launch the app
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if __name__ == "__main__":
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# These will be set as Hugging Face Spaces secrets
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API_KEY = os.environ.get("FIREWORKS_API_KEY", "")
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SYSTEM_PROMPT = os.environ.get("SYSTEM_PROMPT")
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# API endpoint
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API_URL = "https://api.fireworks.ai/inference/v1/chat/completions"
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def chat_with_model(message, history, temperature, max_tokens, top_p, top_k):
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"""
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Stream responses from the API
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"""
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# Build conversation history
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messages = [{"role": "system", "content": SYSTEM_PROMPT}]
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# Prepare the request
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headers = {
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"Accept": "text/event-stream",
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"Content-Type": "application/json",
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"Authorization": f"Bearer {API_KEY}"
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}
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"presence_penalty": 0,
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"frequency_penalty": 0,
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"temperature": temperature,
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"messages": messages,
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"stream": True
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}
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try:
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response = requests.post(API_URL, headers=headers, json=payload, timeout=120, stream=True)
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response.raise_for_status()
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assistant_message = ""
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for line in response.iter_lines():
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if line:
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line = line.decode('utf-8')
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if line.startswith('data: '):
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data = line[6:]
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if data == '[DONE]':
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break
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try:
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json_data = json.loads(data)
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if 'choices' in json_data and len(json_data['choices']) > 0:
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delta = json_data['choices'][0].get('delta', {})
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content = delta.get('content', '')
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if content:
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assistant_message += content
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yield assistant_message
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except json.JSONDecodeError:
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continue
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if not assistant_message:
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yield "β No response received from the model."
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except requests.exceptions.RequestException as e:
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yield f"β Error: {str(e)}\n\nPlease check your API key in Hugging Face Spaces secrets."
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except Exception as e:
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yield f"β Unexpected error: {str(e)}"
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# Custom CSS for a modern look
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custom_css = """
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.gradio-container {
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font-family: 'Inter', sans-serif;
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max-width: 1400px !important;
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}
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#title {
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text-align: center;
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background: linear-gradient(135deg, #667eea 0%, #764ba2 50%, #f093fb 100%);
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-webkit-background-clip: text;
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-webkit-text-fill-color: transparent;
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font-size: 3em;
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font-weight: 800;
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margin-bottom: 0.3em;
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letter-spacing: -0.02em;
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}
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#subtitle {
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text-align: center;
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font-size: 1.2em;
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color: #888;
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margin-bottom: 2em;
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font-weight: 300;
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}
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.message-wrap {
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border-radius: 16px !important;
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}
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footer {
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display: none !important;
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}
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"""
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# Create Gradio interface
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with gr.Blocks(css=custom_css, theme=gr.themes.Soft(primary_hue="purple", secondary_hue="pink")) as demo:
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gr.HTML("<h1 id='title'>Palmyra-Sec Playground</h1>")
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gr.HTML("<p id='subtitle'>Intelligent conversations powered by advanced language models</p>")
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with gr.Row():
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with gr.Column(scale=3):
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chatbot = gr.Chatbot(
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height=550,
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bubble_full_width=False,
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avatar_images=(
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"https://api.dicebear.com/7.x/avataaars/svg?seed=user",
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"https://api.dicebear.com/7.x/bottts-neutral/svg?seed=ai&backgroundColor=b6e3f4"
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),
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show_copy_button=True,
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likeable=True
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)
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with gr.Row():
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msg = gr.Textbox(
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placeholder="Ask me anything...",
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show_label=False,
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scale=4,
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container=False,
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lines=2
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)
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submit_btn = gr.Button("Send π¬", scale=1, variant="primary", size="lg")
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with gr.Row():
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clear_btn = gr.ClearButton([msg, chatbot], value="ποΈ Clear", size="sm")
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retry_btn = gr.Button("π Retry", size="sm", variant="secondary")
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with gr.Column(scale=1):
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gr.Markdown("### βοΈ Model Settings")
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temperature = gr.Slider(
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minimum=0,
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maximum=2,
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value=0.6,
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step=0.1,
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label="π‘οΈ Temperature",
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info="Creativity level"
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)
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max_tokens = gr.Slider(
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maximum=4000,
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value=2000,
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step=100,
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label="π Max Tokens",
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info="Response length"
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)
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top_p = gr.Slider(
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maximum=1,
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value=1,
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step=0.05,
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label="π― Top P",
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info="Diversity control"
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)
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top_k = gr.Slider(
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maximum=100,
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value=40,
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step=1,
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label="π’ Top K",
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info="Token selection"
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)
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with gr.Accordion("π Quick Presets", open=False):
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gr.Markdown("""
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**Creative** β Temp: 0.9, Top P: 0.95
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**Balanced** β Temp: 0.6, Top P: 1.0
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**Precise** β Temp: 0.3, Top P: 0.9
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""")
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with gr.Row():
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creative_btn = gr.Button("π¨ Creative", size="sm")
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balanced_btn = gr.Button("βοΈ Balanced", size="sm")
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precise_btn = gr.Button("π― Precise", size="sm")
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gr.Markdown("---")
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gr.Markdown("### π§ Setup Guide")
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gr.Markdown("""
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**Space Settings β Secrets:**
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- `FIREWORKS_API_KEY`
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- `SYSTEM_PROMPT`
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Then restart your Space β»οΈ
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""")
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# Handle message submission with streaming
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def respond(message, chat_history, temp, max_tok, top_p_val, top_k_val):
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if not message.strip():
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return chat_history, ""
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if not API_KEY:
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chat_history.append((message, "β οΈ Please configure API key in Space secrets!"))
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return chat_history, ""
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chat_history.append((message, ""))
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for partial_response in chat_with_model(message, chat_history[:-1], temp, max_tok, top_p_val, top_k_val):
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chat_history[-1] = (message, partial_response)
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yield chat_history, ""
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msg.submit(
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respond,
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[msg, chatbot, temperature, max_tokens, top_p, top_k],
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[chatbot, msg]
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)
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submit_btn.click(
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respond,
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[msg, chatbot, temperature, max_tokens, top_p, top_k],
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[chatbot, msg]
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)
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# Retry last message
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def retry_last(chat_history, temp, max_tok, top_p_val, top_k_val):
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if not chat_history:
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return chat_history
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last_message = chat_history[-1][0]
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chat_history = chat_history[:-1]
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for updated_history, _ in respond(last_message, chat_history, temp, max_tok, top_p_val, top_k_val):
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yield updated_history
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retry_btn.click(
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retry_last,
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[chatbot, temperature, max_tokens, top_p, top_k],
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[chatbot]
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)
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# Preset buttons
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def set_creative():
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return 0.9, 0.95
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def set_balanced():
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return 0.6, 1.0
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def set_precise():
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return 0.3, 0.9
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creative_btn.click(set_creative, None, [temperature, top_p])
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| 258 |
+
balanced_btn.click(set_balanced, None, [temperature, top_p])
|
| 259 |
+
precise_btn.click(set_precise, None, [temperature, top_p])
|
| 260 |
+
|
| 261 |
# Add examples
|
| 262 |
gr.Examples(
|
| 263 |
examples=[
|
| 264 |
+
["Write a creative short story about time travel"],
|
| 265 |
+
["Explain quantum computing in simple terms"],
|
| 266 |
+
["Help me brainstorm ideas for a mobile app"],
|
| 267 |
+
["What are the best practices for Python code?"],
|
| 268 |
],
|
| 269 |
inputs=msg,
|
| 270 |
+
label="π‘ Example Prompts"
|
| 271 |
)
|
| 272 |
|
| 273 |
+
gr.Markdown("""
|
| 274 |
+
---
|
| 275 |
+
<div style='text-align: center; color: #888; font-size: 0.9em;'>
|
| 276 |
+
π <b>Privacy First</b> β’ All credentials stored securely β’ Conversations are ephemeral
|
| 277 |
+
</div>
|
| 278 |
+
""")
|
| 279 |
|
| 280 |
# Launch the app
|
| 281 |
if __name__ == "__main__":
|