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Update app.py
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app.py
CHANGED
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@@ -7,7 +7,7 @@ from transformers import AutoModelForCausalLM, AutoTokenizer
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# ==========================================
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MODEL_ID = "DavidBazaldua/llama3_finetuned_transformes"
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DEVICE = "cpu"
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DTYPE = torch.float32
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print(f"Loading model: {MODEL_ID}...")
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@@ -19,7 +19,7 @@ model = AutoModelForCausalLM.from_pretrained(
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)
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model.to(DEVICE)
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model.eval()
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print("Model loaded
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DEFAULT_SYSTEM_PROMPT = (
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"You are a helpful, precise AI assistant. "
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@@ -33,46 +33,30 @@ DEFAULT_SYSTEM_PROMPT = (
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def build_prompt(system_prompt, context, history, user_message):
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messages = []
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# 1. System Prompt
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if system_prompt and system_prompt.strip():
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messages.append({"role": "system", "content": system_prompt})
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-
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# 2. Extra Context
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if context and context.strip():
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messages.append({
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"role": "system",
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"content": f"Use the following context if relevant:\n{context}"
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})
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-
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# 3. History
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for user, assistant in history:
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messages.append({"role": "user", "content": user})
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messages.append({"role": "assistant", "content": assistant})
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-
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# 4. Current Message
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messages.append({"role": "user", "content": user_message})
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prompt = tokenizer.apply_chat_template(
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messages,
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tokenize=False,
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add_generation_prompt=True,
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)
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return prompt
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def chat_logic(message, history, system_prompt, context, max_tokens, temperature, top_p):
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if not message:
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if history is None:
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history = []
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if not system_prompt:
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system_prompt = DEFAULT_SYSTEM_PROMPT
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max_tokens = int(min(max_tokens, 1024))
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-
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prompt = build_prompt(system_prompt, context, history, message)
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inputs = tokenizer(prompt, return_tensors="pt", add_special_tokens=False).to(DEVICE)
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with torch.no_grad():
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@@ -86,7 +70,6 @@ def chat_logic(message, history, system_prompt, context, max_tokens, temperature
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)
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decoded = tokenizer.decode(outputs[0], skip_special_tokens=True)
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if decoded.startswith(prompt):
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answer = decoded[len(prompt):].strip()
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else:
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@@ -96,81 +79,98 @@ def chat_logic(message, history, system_prompt, context, max_tokens, temperature
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return "", history
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# ==========================================
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-
# 3. UI DESIGN (
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# ==========================================
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CSS = """
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@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;600;700&display=swap');
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/* ---
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:root, .dark, body, .gradio-container {
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--background-fill-primary: transparent !important;
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--background-fill-secondary: transparent !important;
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--block-background-fill: transparent !important;
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--block-border-color: transparent !important;
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--input-background-fill:
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--input-border-color: #e5e7eb !important;
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--color-accent-soft: transparent !important;
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}
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body {
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font-family: 'Inter', sans-serif !important;
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background: radial-gradient(circle at 10% 10%, #ffeef8 0%, #edf6ff 50%, #f7f0ff 90%) !important;
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color: #
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margin: 0; padding: 0;
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min-height: 100vh;
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}
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/*
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h1 { font-weight: 700 !important; color: #
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p, span, label { color: #
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/* --- LEFT PANEL:
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.config-card {
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background: rgba(255, 255, 255, 0.
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border: 1px solid rgba(255, 255, 255, 0.
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backdrop-filter: blur(12px);
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border-radius: 24px;
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padding: 24px !important;
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box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.01);
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}
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/*
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.config-card .gr-form,
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.config-card .gr-box,
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.config-card .gr-block,
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.config-card .gr-compact
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background: transparent !important;
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border: none !important;
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box-shadow: none !important;
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}
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/*
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.config-card label span {
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color: #111827 !important;
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font-weight: 600 !important;
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font-size: 0.85rem !important;
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margin-bottom: 6px !important;
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}
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/* Style the Inputs (White boxes) */
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.config-card textarea,
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.config-card input[type="text"],
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.config-card input[type="number"] {
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background-color:
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color: #
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border: 1px solid #
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border-radius: 12px !important;
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-
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}
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/*
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/*
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.chat-window {
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background: rgba(255, 255, 255, 0.
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border: 1px solid rgba(255, 255, 255, 0.9);
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backdrop-filter: blur(20px);
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border-radius: 24px;
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@@ -179,11 +179,10 @@ input[type=range] { accent-color: #111827; }
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padding: 0 !important;
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}
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/* Mac
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.window-header {
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display: flex; gap: 8px; align-items: center;
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padding: 18px 24px 10px 24px;
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background: transparent;
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}
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.dot { width: 12px; height: 12px; border-radius: 50%; }
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.red { background-color: #ff5f56; }
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@@ -197,15 +196,15 @@ input[type=range] { accent-color: #111827; }
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height: 550px !important;
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}
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/*
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.message.user {
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background-color: #
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color: white !important;
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border-radius: 18px 18px 4px 18px !important;
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}
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.message.bot {
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background-color: #ffffff !important;
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color: #
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border: 1px solid #e5e7eb !important;
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border-radius: 18px 18px 18px 4px !important;
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box-shadow: 0 2px 5px rgba(0,0,0,0.02);
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@@ -221,10 +220,10 @@ input[type=range] { accent-color: #111827; }
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background: #ffffff !important;
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padding: 12px 20px !important;
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border: 1px solid #e5e7eb !important;
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color: #
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}
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#send-btn {
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background: #
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color: white !important;
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border-radius: 50% !important;
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width: 46px; height: 46px;
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/* Logos */
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.trusted-logos {
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opacity: 0.
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margin-top: 30px; display: flex; gap: 20px;
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font-weight: 600; font-size: 1.1rem; color: #
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}
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"""
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# HTML Helpers
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WINDOW_HEADER = """
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<div class="window-header">
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<div class="dot red"></div>
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@@ -262,7 +260,7 @@ TRUSTED_SECTION = """
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</div>
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"""
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#
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with gr.Blocks(theme=gr.themes.Soft(), css=CSS, title="Custom AI") as demo:
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with gr.Row(elem_id="main-container"):
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context_input = gr.Textbox(
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label="Context (Data)",
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placeholder="Paste documents, notes, or data here
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lines=5
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)
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@@ -293,6 +291,7 @@ with gr.Blocks(theme=gr.themes.Soft(), css=CSS, title="Custom AI") as demo:
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lines=2
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)
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with gr.Row():
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temp_slider = gr.Slider(0.1, 1.5, value=0.7, step=0.1, label="Temperature")
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tokens_slider = gr.Slider(64, 1024, value=256, step=64, label="Max Tokens")
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# --- RIGHT COLUMN: Chatbot ---
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with gr.Column(scale=6):
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# Window Container
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with gr.Column(elem_classes="chat-window"):
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gr.HTML(WINDOW_HEADER)
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)
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send_btn = gr.Button("➝", scale=1, elem_id="send-btn")
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#
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inputs_list = [msg, chatbot, system_prompt_input, context_input, tokens_slider, temp_slider, top_p_slider]
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msg.submit(chat_logic, inputs_list, [msg, chatbot])
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send_btn.click(chat_logic, inputs_list, [msg, chatbot])
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# ==========================================
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MODEL_ID = "DavidBazaldua/llama3_finetuned_transformes"
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DEVICE = "cpu"
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DTYPE = torch.float32
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print(f"Loading model: {MODEL_ID}...")
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)
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model.to(DEVICE)
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model.eval()
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print("Model loaded.")
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DEFAULT_SYSTEM_PROMPT = (
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"You are a helpful, precise AI assistant. "
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def build_prompt(system_prompt, context, history, user_message):
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messages = []
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if system_prompt and system_prompt.strip():
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messages.append({"role": "system", "content": system_prompt})
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if context and context.strip():
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messages.append({
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"role": "system",
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"content": f"Use the following context if relevant:\n{context}"
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})
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for user, assistant in history:
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messages.append({"role": "user", "content": user})
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messages.append({"role": "assistant", "content": assistant})
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messages.append({"role": "user", "content": user_message})
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prompt = tokenizer.apply_chat_template(
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messages, tokenize=False, add_generation_prompt=True,
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)
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return prompt
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def chat_logic(message, history, system_prompt, context, max_tokens, temperature, top_p):
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if not message: return "", history
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if history is None: history = []
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if not system_prompt: system_prompt = DEFAULT_SYSTEM_PROMPT
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max_tokens = int(min(max_tokens, 1024))
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prompt = build_prompt(system_prompt, context, history, message)
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inputs = tokenizer(prompt, return_tensors="pt", add_special_tokens=False).to(DEVICE)
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with torch.no_grad():
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)
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decoded = tokenizer.decode(outputs[0], skip_special_tokens=True)
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if decoded.startswith(prompt):
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answer = decoded[len(prompt):].strip()
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else:
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return "", history
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# ==========================================
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# 3. UI DESIGN (NUCLEAR FIX FOR COLORS)
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# ==========================================
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CSS = """
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@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;600;700&display=swap');
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/* --- 1. OVERRIDE GRADIO VARIABLES (KILL THE BLUE) --- */
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:root, .dark, body, .gradio-container {
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/* Main Background */
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--body-background-fill: transparent !important;
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/* Force Text Color */
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--body-text-color: #000000 !important;
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/* Turn Accent Colors (Sliders, Focus) to BLACK */
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--primary-500: #000000 !important; /* Slider handle */
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--primary-600: #000000 !important; /* Slider active track */
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--secondary-500: #000000 !important;
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/* Remove default dark backgrounds */
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--background-fill-primary: transparent !important;
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--background-fill-secondary: transparent !important;
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--block-background-fill: transparent !important;
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--block-border-color: transparent !important;
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--input-background-fill: #ffffff !important;
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}
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body {
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font-family: 'Inter', sans-serif !important;
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/* Clean Gradient */
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background: radial-gradient(circle at 10% 10%, #ffeef8 0%, #edf6ff 50%, #f7f0ff 90%) !important;
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color: #000000 !important;
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margin: 0; padding: 0;
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min-height: 100vh;
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}
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/* Titles */
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h1 { font-weight: 700 !important; color: #000000 !important; letter-spacing: -0.02em; }
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p, span, label { color: #374151 !important; }
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/* --- 2. LEFT PANEL: FORCE WHITE & BLACK --- */
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.config-card {
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background: rgba(255, 255, 255, 0.6) !important; /* Semi-transparent White */
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border: 1px solid rgba(255, 255, 255, 0.8) !important;
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backdrop-filter: blur(12px);
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border-radius: 24px;
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padding: 24px !important;
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}
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/* Force all inner containers to be transparent so they don't show grey blocks */
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.config-card .gr-form,
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.config-card .gr-box,
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.config-card .gr-block,
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.config-card .gr-compact,
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.config-card .gr-group {
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background-color: transparent !important;
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background: transparent !important;
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border: none !important;
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box-shadow: none !important;
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}
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/* INPUTS: Force White Background + Black Text + Black Border on Focus */
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.config-card textarea,
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.config-card input[type="text"],
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.config-card input[type="number"] {
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background-color: #ffffff !important;
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color: #000000 !important;
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border: 1px solid #d1d5db !important;
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border-radius: 12px !important;
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}
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.config-card textarea:focus, .config-card input:focus {
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border-color: #000000 !important; /* Black border when typing */
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box-shadow: none !important;
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}
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/* LABELS: Force Black */
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.config-card label span {
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color: #000000 !important;
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font-weight: 700 !important;
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font-size: 0.85rem !important;
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background: transparent !important;
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}
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/* SLIDERS: Double Force Black */
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input[type=range] {
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filter: grayscale(100%) contrast(120%) !important; /* Turns any remaining blue to black/grey */
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accent-color: #000000 !important;
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}
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/* --- 3. RIGHT PANEL: CHAT WINDOW --- */
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.chat-window {
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background: rgba(255, 255, 255, 0.85) !important;
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border: 1px solid rgba(255, 255, 255, 0.9);
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backdrop-filter: blur(20px);
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border-radius: 24px;
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padding: 0 !important;
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}
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/* Mac Header */
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.window-header {
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display: flex; gap: 8px; align-items: center;
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| 185 |
padding: 18px 24px 10px 24px;
|
|
|
|
| 186 |
}
|
| 187 |
.dot { width: 12px; height: 12px; border-radius: 50%; }
|
| 188 |
.red { background-color: #ff5f56; }
|
|
|
|
| 196 |
height: 550px !important;
|
| 197 |
}
|
| 198 |
|
| 199 |
+
/* Bubbles */
|
| 200 |
.message.user {
|
| 201 |
+
background-color: #000000 !important; /* Pure Black */
|
| 202 |
color: white !important;
|
| 203 |
border-radius: 18px 18px 4px 18px !important;
|
| 204 |
}
|
| 205 |
.message.bot {
|
| 206 |
background-color: #ffffff !important;
|
| 207 |
+
color: #000000 !important;
|
| 208 |
border: 1px solid #e5e7eb !important;
|
| 209 |
border-radius: 18px 18px 18px 4px !important;
|
| 210 |
box-shadow: 0 2px 5px rgba(0,0,0,0.02);
|
|
|
|
| 220 |
background: #ffffff !important;
|
| 221 |
padding: 12px 20px !important;
|
| 222 |
border: 1px solid #e5e7eb !important;
|
| 223 |
+
color: #000000 !important;
|
| 224 |
}
|
| 225 |
#send-btn {
|
| 226 |
+
background: #000000 !important; /* Black Button */
|
| 227 |
color: white !important;
|
| 228 |
border-radius: 50% !important;
|
| 229 |
width: 46px; height: 46px;
|
|
|
|
| 233 |
|
| 234 |
/* Logos */
|
| 235 |
.trusted-logos {
|
| 236 |
+
opacity: 0.6; filter: grayscale(100%);
|
| 237 |
margin-top: 30px; display: flex; gap: 20px;
|
| 238 |
+
font-weight: 600; font-size: 1.1rem; color: #4b5563;
|
| 239 |
}
|
| 240 |
"""
|
| 241 |
|
|
|
|
| 242 |
WINDOW_HEADER = """
|
| 243 |
<div class="window-header">
|
| 244 |
<div class="dot red"></div>
|
|
|
|
| 260 |
</div>
|
| 261 |
"""
|
| 262 |
|
| 263 |
+
# Theme Soft + Custom CSS overrides
|
| 264 |
with gr.Blocks(theme=gr.themes.Soft(), css=CSS, title="Custom AI") as demo:
|
| 265 |
|
| 266 |
with gr.Row(elem_id="main-container"):
|
|
|
|
| 281 |
|
| 282 |
context_input = gr.Textbox(
|
| 283 |
label="Context (Data)",
|
| 284 |
+
placeholder="Paste documents, notes, or data here...",
|
| 285 |
lines=5
|
| 286 |
)
|
| 287 |
|
|
|
|
| 291 |
lines=2
|
| 292 |
)
|
| 293 |
|
| 294 |
+
# Using gr.Row for sliders side-by-side
|
| 295 |
with gr.Row():
|
| 296 |
temp_slider = gr.Slider(0.1, 1.5, value=0.7, step=0.1, label="Temperature")
|
| 297 |
tokens_slider = gr.Slider(64, 1024, value=256, step=64, label="Max Tokens")
|
|
|
|
| 302 |
|
| 303 |
# --- RIGHT COLUMN: Chatbot ---
|
| 304 |
with gr.Column(scale=6):
|
|
|
|
| 305 |
with gr.Column(elem_classes="chat-window"):
|
| 306 |
gr.HTML(WINDOW_HEADER)
|
| 307 |
|
|
|
|
| 324 |
)
|
| 325 |
send_btn = gr.Button("➝", scale=1, elem_id="send-btn")
|
| 326 |
|
| 327 |
+
# Events
|
| 328 |
inputs_list = [msg, chatbot, system_prompt_input, context_input, tokens_slider, temp_slider, top_p_slider]
|
|
|
|
| 329 |
msg.submit(chat_logic, inputs_list, [msg, chatbot])
|
| 330 |
send_btn.click(chat_logic, inputs_list, [msg, chatbot])
|
| 331 |
|