Update app.py
Browse files
app.py
CHANGED
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@@ -8,6 +8,13 @@ from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
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import torch
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import time
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import base64
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st.set_page_config(
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page_title="QueryDocs AI",
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@@ -72,88 +79,48 @@ footer, #MainMenu { visibility: hidden; }
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}
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.profile-avatar {
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width: 72px; height: 72px;
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border-radius: 50%;
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overflow: hidden;
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border: 2px solid #58a6ff;
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box-shadow: 0 0 0 3px rgba(88,166,255,0.15),
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0 0 20px rgba(88,166,255,0.2);
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margin: 0 auto 10px;
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animation: pulse-av 2.5s ease-in-out infinite;
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}
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.profile-avatar img {
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width: 100%; height: 100%;
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object-fit: cover; border-radius: 50%;
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}
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@keyframes pulse-av {
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0%,100%{box-shadow:0 0 0 3px rgba(88,166,255,0.15),0 0 20px rgba(88,166,255,0.2);}
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50% {box-shadow:0 0 0 4px rgba(88,166,255,0.3),0 0 30px rgba(88,166,255,0.35);}
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}
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.profile-name {
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font-family: 'Orbitron', monospace;
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font-size: 0.82rem; font-weight: 700;
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color: #fff; letter-spacing: 1px;
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}
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.profile-role {
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font-family: 'Share Tech Mono', monospace;
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font-size: 0.64rem; color: #58a6ff;
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letter-spacing: 2px; margin-top: 3px;
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}
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.profile-links {
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display: flex; justify-content: center;
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gap: 8px; margin-top: 10px; flex-wrap: wrap;
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}
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.p-link {
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font-family: 'Share Tech Mono', monospace;
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font-size: 0.62rem; color: #8b949e !important;
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text-decoration: none !important;
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background: #0d1117;
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border:
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padding: 3px 10px; border-radius: 20px;
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transition: all 0.25s;
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}
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.p-link:hover { color: #58a6ff !important; border-color: #58a6ff; }
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/* ── Upload zone ── */
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.upload-card {
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background: #161b22;
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border: 2px dashed #30363d;
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border-radius: 12px;
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padding: 32px;
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text-align: center;
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transition: all 0.3s ease;
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animation: fadeInUp 0.5s ease both;
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}
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.upload-card:hover { border-color: #58a6ff; }
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.upload-icon { font-size: 2.5rem; margin-bottom: 10px; }
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.upload-title {
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font-family: 'Orbitron', monospace;
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font-size: 0.95rem; color: #fff; margin-bottom: 6px;
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}
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.upload-sub { font-size: 0.85rem; color: #8b949e; }
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-
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/* ── PDF info banner ── */
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.pdf-banner {
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background: #161b22;
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border:
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-
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-
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padding: 12px 18px;
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display: flex; align-items: center; gap: 12px;
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margin-bottom: 16px;
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animation: fadeInUp 0.4s ease both;
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}
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.pdf-name {
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font-weight: 700; font-size: 0.95rem; color: #fff;
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}
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.pdf-meta {
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font-family: 'Share Tech Mono', monospace;
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font-size: 0.68rem; color: #8b949e; margin-top: 2px;
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}
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/* ── Chat bubbles ── */
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.
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.msg-
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.msg-ai { display: flex; justify-content: flex-start; animation: slideInL 0.3s ease both; }
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.bubble-user {
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background: linear-gradient(135deg, #1f6feb, #388bfd);
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color: #fff; padding: 12px 18px;
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@@ -161,52 +128,22 @@ footer, #MainMenu { visibility: hidden; }
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max-width: 75%; font-size: 0.97rem; line-height: 1.6;
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box-shadow: 0 4px 15px rgba(31,111,235,0.25);
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}
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.bubble-ai {
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background: #161b22; color: #c9d1d9;
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padding: 14px 18px;
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border-radius: 18px 18px 18px 4px;
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max-width: 80%; font-size: 0.95rem; line-height: 1.75;
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border: 1px solid #30363d;
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box-shadow: 0 4px 15px rgba(0,0,0,0.3);
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}
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.bubble-ai .answer-label {
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font-family: 'Share Tech Mono', monospace;
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font-size: 0.65rem; color: #58a6ff;
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letter-spacing: 2px; margin-bottom: 8px;
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text-transform: uppercase;
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}
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.msg-meta {
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font-family: 'Share Tech Mono', monospace;
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font-size: 0.62rem; color: #484f58;
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margin-top: 4px; padding: 0 6px;
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}
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-
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.answer-text {
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white-space: pre-wrap;
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word-break: break-word;
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line-height: 1.75;
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font-size: 0.95rem;
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}
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/* ── Source chunks ── */
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.sources-wrap {
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margin-top: 10px;
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border-top: 1px solid #21262d;
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padding-top: 10px;
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}
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.source-label {
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font-family: 'Share Tech Mono', monospace;
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font-size: 0.62rem; color: #8b949e;
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letter-spacing: 2px; margin-bottom: 6px;
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}
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.source-chip {
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display: inline-block;
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background: rgba(88,166,255,0.08);
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border-radius: 4px; font-size: 0.72rem;
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font-family: 'Share Tech Mono', monospace;
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margin: 3px 3px; cursor: pointer;
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}
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/* ── Typing indicator ── */
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@@ -214,33 +151,53 @@ footer, #MainMenu { visibility: hidden; }
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.typing-box {
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display: flex; align-items: center; gap: 5px;
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padding: 14px 18px; background: #161b22;
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border: 1px solid #30363d;
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border-radius: 18px 18px 18px 4px;
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}
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.t-dot {
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width: 7px; height: 7px; background: #58a6ff;
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border-radius: 50%;
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animation: tdot 1.2s ease-in-out infinite;
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}
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.t-dot:nth-child(2){animation-delay:0.2s;}
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.t-dot:nth-child(3){animation-delay:0.4s;}
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@keyframes tdot{0%,60%,100%{transform:translateY(0);opacity:0.4;}30%{transform:translateY(-8px);opacity:1;}}
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/* ── Input ── */
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.stTextInput > div > div > input {
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background: #161b22 !important;
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border: 1px solid #30363d !important;
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border-
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color: #c9d1d9 !important;
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font-family: 'Rajdhani', sans-serif !important;
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font-size: 0.97rem !important;
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}
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.stTextInput > div > div > input:focus {
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border-color: #58a6ff !important;
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box-shadow:
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.stButton > button {
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background: #21262d !important; color: #c9d1d9 !important;
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border: 1px solid #30363d !important; border-radius: 8px !important;
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transition: all 0.25s !important;
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}
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.stButton > button:hover {
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background: #30363d !important;
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border-color: #58a6ff !important; color: #58a6ff !important;
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}
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.send-btn > button {
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background: linear-gradient(135deg,#1f6feb,#388bfd) !important;
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color: #fff !important; border: none !important;
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box-shadow: 0 0 16px rgba(31,111,235,0.3) !important;
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}
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.send-btn > button:hover {
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box-shadow: 0 0 28px rgba(31,111,235,0.55) !important;
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transform: translateY(-2px) !important; color: #fff !important;
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}
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/* ──
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.stat-row {
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display: flex; gap: 10px; flex-wrap: wrap;
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margin-bottom: 14px;
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}
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.stat-box {
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flex: 1; min-width: 80px;
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background: #161b22; border: 1px solid #21262d;
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border-top: 2px solid #58a6ff; border-radius: 6px;
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padding: 10px 12px; text-align: center;
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}
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.stat-num {
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font-family: 'Orbitron', monospace;
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font-size: 1.2rem; font-weight: 900; color: #58a6ff;
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}
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.stat-lbl {
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font-family: 'Share Tech Mono', monospace;
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font-size: 0.6rem; color: #8b949e;
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letter-spacing: 1px; margin-top: 3px;
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}
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/* ── Welcome ── */
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.welcome-card {
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background: #161b22; border: 1px solid #21262d;
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border-radius: 12px; padding: 30px;
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text-align: center; margin: 10px 0;
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animation: fadeInUp 0.6s ease both;
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}
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.wc-icon { font-size: 2.8rem; margin-bottom: 12px; }
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.wc-title {
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font-family: 'Orbitron', monospace;
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font-size: 1rem; color: #fff; margin-bottom: 8px;
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}
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.wc-sub { font-size: 0.9rem; color: #8b949e; line-height: 1.65; }
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.tip-chip {
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display: inline-block;
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background: rgba(88,166,255,0.08);
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border:
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border-radius: 20px; margin: 4px 3px;
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font-family: 'Share Tech Mono', monospace;
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font-size: 0.67rem;
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}
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/* ── File uploader ── */
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[data-testid="stFileUploader"] {
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background: #161b22 !important;
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border: 2px dashed #30363d !important;
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border-radius: 10px !important;
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}
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[data-testid="stFileUploader"]:hover {
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border-color: #58a6ff !important;
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}
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/* ── Glow divider ── */
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.glow-div {
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margin: 16px 0; box-shadow: 0 0 8px rgba(88,166,255,0.3);
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}
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/* ── Animations ── */
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@keyframes fadeInDown { from{opacity:0;transform:translateY(-16px)} to{opacity:1;transform:translateY(0)} }
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@keyframes fadeInUp { from{opacity:0;transform:translateY(16px)} to{opacity:1;transform:translateY(0)} }
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""", unsafe_allow_html=True)
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# ─── SESSION STATE ────────────────────────────────────────────────────────────
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if "messages"
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if "vectorstore"
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if "pdf_name"
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if "pdf_pages"
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if "pdf_chunks"
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if "q_count"
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if "last_q"
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# ─── MODEL LOADERS ────────────────────────────────────────────────────────────
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@st.cache_resource(show_spinner=False)
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def load_embeddings():
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return HuggingFaceEmbeddings(
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model_name="sentence-transformers/all-MiniLM-L6-v2"
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)
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@st.cache_resource(show_spinner=False)
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def load_llm():
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if not raw_text.strip():
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raise ValueError("No readable text found. PDF may be scanned/image-based.")
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splitter
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chunks
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embeddings = load_embeddings()
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vectorstore = FAISS.from_texts(chunks, embeddings)
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return vectorstore, len(reader.pages), len(chunks)
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chain = prompt_template | llm
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result = chain.invoke({"context": context, "question": question})
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if "<|assistant|>" in result:
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answer = result.split("<|assistant|>")[-1].strip()
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else:
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</div>
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""", unsafe_allow_html=True)
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# PDF upload
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st.markdown('<div style="font-family:\'Share Tech Mono\',monospace;font-size:0.7rem;color:#8b949e;letter-spacing:2px;margin-bottom:8px;">📄 UPLOAD DOCUMENT</div>', unsafe_allow_html=True)
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uploaded_file = st.file_uploader(
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"Upload PDF", type=["pdf"],
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label_visibility="collapsed"
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)
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if uploaded_file:
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if st.session_state.pdf_name != uploaded_file.name:
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st.markdown("---")
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# Stats
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if st.session_state.pdf_name:
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st.markdown(f"""
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<div style="font-family:'Share Tech Mono',monospace;font-size:0.7rem;color:#8b949e;margin-bottom:10px;letter-spacing:2px;">📊 DOCUMENT STATS</div>
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""", unsafe_allow_html=True)
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st.markdown("---")
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# Clear button
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if st.button("🗑️ CLEAR CHAT", use_container_width=True):
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st.session_state.messages = []
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st.session_state.q_count = 0
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st.rerun()
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# New PDF button
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if st.button("📄 LOAD NEW PDF", use_container_width=True):
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st.session_state.vectorstore = None
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st.session_state.pdf_name = None
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st.rerun()
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# ─── MAIN AREA ────────────────────────────────────────────────────────────────
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# Header
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st.markdown("""
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<div class="app-header">
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<div>
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<div class="app-title">QUERY<span>DOCS</span> AI 📚</div>
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<div class="app-sub">INTELLIGENT DOCUMENT Q&A · RAG PIPELINE
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</div>
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</div>
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""", unsafe_allow_html=True)
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# PDF banner (when loaded)
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if st.session_state.pdf_name:
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st.markdown(f"""
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<div class="pdf-banner">
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<span style="font-size:1.4rem;">📄</span>
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<div>
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<div class="pdf-name">{
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<div class="pdf-meta">{st.session_state.pdf_pages} pages · {st.session_state.pdf_chunks} chunks · ready to query</div>
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</div>
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<span style="margin-left:auto;background:rgba(88,166,255,0.1);border:1px solid rgba(88,166,255,0.3);
|
|
@@ -534,7 +461,6 @@ if st.session_state.pdf_name:
|
|
| 534 |
</div>
|
| 535 |
""", unsafe_allow_html=True)
|
| 536 |
|
| 537 |
-
# Chat area
|
| 538 |
if not st.session_state.vectorstore:
|
| 539 |
st.markdown("""
|
| 540 |
<div class="welcome-card">
|
|
@@ -542,7 +468,7 @@ if not st.session_state.vectorstore:
|
|
| 542 |
<div class="wc-title">WELCOME TO QUERYDOCS AI</div>
|
| 543 |
<div class="wc-sub">
|
| 544 |
Upload any PDF document from the sidebar and start asking questions.<br>
|
| 545 |
-
Powered by RAG pipeline
|
| 546 |
</div>
|
| 547 |
<br>
|
| 548 |
<span class="tip-chip">📋 Legal documents</span>
|
|
@@ -553,48 +479,57 @@ if not st.session_state.vectorstore:
|
|
| 553 |
""", unsafe_allow_html=True)
|
| 554 |
|
| 555 |
else:
|
| 556 |
-
# Chat history
|
| 557 |
if st.session_state.messages:
|
| 558 |
-
chat_html = '<div class="chat-wrap">'
|
| 559 |
for msg in st.session_state.messages:
|
| 560 |
ts = msg.get("time", "")
|
| 561 |
if msg["role"] == "user":
|
| 562 |
-
|
| 563 |
-
|
| 564 |
-
chat_html += f"""
|
| 565 |
<div class="msg-user">
|
| 566 |
<div>
|
| 567 |
<div class="bubble-user">{safe_user}</div>
|
| 568 |
<div class="msg-meta" style="text-align:right;">YOU · {ts}</div>
|
| 569 |
</div>
|
| 570 |
-
</div>"""
|
| 571 |
else:
|
| 572 |
-
|
| 573 |
-
|
| 574 |
-
|
| 575 |
-
|
| 576 |
-
|
| 577 |
-
|
| 578 |
-
|
| 579 |
-
|
| 580 |
-
|
| 581 |
-
|
| 582 |
-
|
| 583 |
-
|
| 584 |
-
|
| 585 |
-
|
| 586 |
-
|
| 587 |
-
<div>
|
| 588 |
-
|
| 589 |
-
|
| 590 |
-
|
| 591 |
-
|
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|
| 592 |
</div>
|
| 593 |
-
|
| 594 |
-
</div>
|
| 595 |
-
</div>"""
|
| 596 |
-
chat_html += '</div>'
|
| 597 |
-
st.markdown(chat_html, unsafe_allow_html=True)
|
| 598 |
else:
|
| 599 |
st.markdown("""
|
| 600 |
<div class="welcome-card" style="padding:20px;">
|
|
@@ -608,30 +543,44 @@ else:
|
|
| 608 |
</div>
|
| 609 |
""", unsafe_allow_html=True)
|
| 610 |
|
| 611 |
-
|
|
|
|
|
|
|
| 612 |
st.markdown('<hr class="glow-div">', unsafe_allow_html=True)
|
| 613 |
-
|
|
|
|
|
|
|
|
|
|
| 614 |
|
|
|
|
| 615 |
with col_q:
|
| 616 |
question = st.text_input(
|
| 617 |
"", placeholder="ask a question about your document...",
|
| 618 |
-
label_visibility="collapsed",
|
|
|
|
|
|
|
| 619 |
)
|
|
|
|
|
|
|
| 620 |
with col_btn:
|
| 621 |
-
st.markdown('<div class="send-btn">', unsafe_allow_html=True)
|
| 622 |
ask_btn = st.button("▶ ASK", use_container_width=True)
|
| 623 |
-
st.markdown('</div>', unsafe_allow_html=True)
|
| 624 |
|
| 625 |
-
|
| 626 |
-
|
| 627 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 628 |
st.session_state.messages.append({
|
| 629 |
-
"role": "user", "content":
|
| 630 |
})
|
| 631 |
st.session_state.q_count += 1
|
| 632 |
|
| 633 |
-
# typing indicator
|
| 634 |
-
typing_slot = st.empty()
|
| 635 |
typing_slot.markdown("""
|
| 636 |
<div class="typing-wrap">
|
| 637 |
<div class="typing-box">
|
|
@@ -643,24 +592,25 @@ else:
|
|
| 643 |
""", unsafe_allow_html=True)
|
| 644 |
|
| 645 |
try:
|
| 646 |
-
start
|
| 647 |
-
answer, sources = get_answer(
|
| 648 |
-
elapsed
|
| 649 |
|
| 650 |
st.session_state.messages.append({
|
| 651 |
"role": "assistant",
|
| 652 |
"content": answer,
|
| 653 |
"sources": sources,
|
| 654 |
-
"time":
|
| 655 |
"elapsed": elapsed
|
| 656 |
})
|
| 657 |
except Exception as e:
|
| 658 |
st.session_state.messages.append({
|
| 659 |
-
"role":
|
| 660 |
"content": f"⚠️ Error generating answer: {str(e)}",
|
| 661 |
-
"sources": [],
|
|
|
|
|
|
|
| 662 |
})
|
| 663 |
|
| 664 |
typing_slot.empty()
|
| 665 |
-
st.session_state.last_q = question.strip()
|
| 666 |
st.rerun()
|
|
|
|
| 8 |
import torch
|
| 9 |
import time
|
| 10 |
import base64
|
| 11 |
+
import html as html_module
|
| 12 |
+
from datetime import datetime, timezone, timedelta
|
| 13 |
+
|
| 14 |
+
# ─── TIMEZONE (IST = UTC+5:30) ────────────────────────────────────────────────
|
| 15 |
+
IST = timezone(timedelta(hours=5, minutes=30))
|
| 16 |
+
def get_ist_time():
|
| 17 |
+
return datetime.now(IST).strftime("%H:%M")
|
| 18 |
|
| 19 |
st.set_page_config(
|
| 20 |
page_title="QueryDocs AI",
|
|
|
|
| 79 |
}
|
| 80 |
.profile-avatar {
|
| 81 |
width: 72px; height: 72px;
|
| 82 |
+
border-radius: 50%; overflow: hidden;
|
|
|
|
| 83 |
border: 2px solid #58a6ff;
|
| 84 |
+
box-shadow: 0 0 0 3px rgba(88,166,255,0.15), 0 0 20px rgba(88,166,255,0.2);
|
|
|
|
| 85 |
margin: 0 auto 10px;
|
| 86 |
animation: pulse-av 2.5s ease-in-out infinite;
|
| 87 |
}
|
| 88 |
+
.profile-avatar img { width: 100%; height: 100%; object-fit: cover; border-radius: 50%; }
|
|
|
|
|
|
|
|
|
|
| 89 |
@keyframes pulse-av {
|
| 90 |
0%,100%{box-shadow:0 0 0 3px rgba(88,166,255,0.15),0 0 20px rgba(88,166,255,0.2);}
|
| 91 |
50% {box-shadow:0 0 0 4px rgba(88,166,255,0.3),0 0 30px rgba(88,166,255,0.35);}
|
| 92 |
}
|
| 93 |
.profile-name {
|
| 94 |
font-family: 'Orbitron', monospace;
|
| 95 |
+
font-size: 0.82rem; font-weight: 700; color: #fff; letter-spacing: 1px;
|
|
|
|
| 96 |
}
|
| 97 |
.profile-role {
|
| 98 |
font-family: 'Share Tech Mono', monospace;
|
| 99 |
+
font-size: 0.64rem; color: #58a6ff; letter-spacing: 2px; margin-top: 3px;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 100 |
}
|
| 101 |
+
.profile-links { display: flex; justify-content: center; gap: 8px; margin-top: 10px; flex-wrap: wrap; }
|
| 102 |
.p-link {
|
| 103 |
font-family: 'Share Tech Mono', monospace;
|
| 104 |
font-size: 0.62rem; color: #8b949e !important;
|
| 105 |
text-decoration: none !important;
|
| 106 |
+
background: #0d1117; border: 1px solid #30363d;
|
| 107 |
+
padding: 3px 10px; border-radius: 20px; transition: all 0.25s;
|
|
|
|
|
|
|
| 108 |
}
|
| 109 |
.p-link:hover { color: #58a6ff !important; border-color: #58a6ff; }
|
| 110 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 111 |
/* ── PDF info banner ── */
|
| 112 |
.pdf-banner {
|
| 113 |
+
background: #161b22; border: 1px solid #21262d;
|
| 114 |
+
border-left: 3px solid #58a6ff; border-radius: 8px;
|
| 115 |
+
padding: 12px 18px; display: flex; align-items: center; gap: 12px;
|
| 116 |
+
margin-bottom: 16px; animation: fadeInUp 0.4s ease both;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 117 |
}
|
| 118 |
+
.pdf-name { font-weight: 700; font-size: 0.95rem; color: #fff; }
|
| 119 |
+
.pdf-meta { font-family: 'Share Tech Mono', monospace; font-size: 0.68rem; color: #8b949e; margin-top: 2px; }
|
| 120 |
|
| 121 |
/* ── Chat bubbles ── */
|
| 122 |
+
.msg-user { display: flex; justify-content: flex-end; animation: slideInR 0.3s ease both; }
|
| 123 |
+
.msg-ai { display: flex; justify-content: flex-start; animation: slideInL 0.3s ease both; }
|
|
|
|
| 124 |
.bubble-user {
|
| 125 |
background: linear-gradient(135deg, #1f6feb, #388bfd);
|
| 126 |
color: #fff; padding: 12px 18px;
|
|
|
|
| 128 |
max-width: 75%; font-size: 0.97rem; line-height: 1.6;
|
| 129 |
box-shadow: 0 4px 15px rgba(31,111,235,0.25);
|
| 130 |
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 131 |
.msg-meta {
|
| 132 |
font-family: 'Share Tech Mono', monospace;
|
| 133 |
+
font-size: 0.62rem; color: #484f58; margin-top: 4px; padding: 0 6px;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 134 |
}
|
| 135 |
|
| 136 |
/* ── Source chunks ── */
|
| 137 |
+
.sources-wrap { margin-top: 10px; border-top: 1px solid #21262d; padding-top: 10px; }
|
|
|
|
|
|
|
|
|
|
|
|
|
| 138 |
.source-label {
|
| 139 |
font-family: 'Share Tech Mono', monospace;
|
| 140 |
+
font-size: 0.62rem; color: #8b949e; letter-spacing: 2px; margin-bottom: 6px;
|
|
|
|
| 141 |
}
|
| 142 |
.source-chip {
|
| 143 |
display: inline-block;
|
| 144 |
+
background: rgba(88,166,255,0.08); border: 1px solid rgba(88,166,255,0.2);
|
| 145 |
+
color: #58a6ff; padding: 3px 10px; border-radius: 4px;
|
| 146 |
+
font-size: 0.72rem; font-family: 'Share Tech Mono', monospace; margin: 3px 3px;
|
|
|
|
|
|
|
|
|
|
| 147 |
}
|
| 148 |
|
| 149 |
/* ── Typing indicator ── */
|
|
|
|
| 151 |
.typing-box {
|
| 152 |
display: flex; align-items: center; gap: 5px;
|
| 153 |
padding: 14px 18px; background: #161b22;
|
| 154 |
+
border: 1px solid #30363d; border-radius: 18px 18px 18px 4px;
|
|
|
|
| 155 |
}
|
| 156 |
.t-dot {
|
| 157 |
width: 7px; height: 7px; background: #58a6ff;
|
| 158 |
+
border-radius: 50%; animation: tdot 1.2s ease-in-out infinite;
|
|
|
|
| 159 |
}
|
| 160 |
.t-dot:nth-child(2){animation-delay:0.2s;}
|
| 161 |
.t-dot:nth-child(3){animation-delay:0.4s;}
|
| 162 |
@keyframes tdot{0%,60%,100%{transform:translateY(0);opacity:0.4;}30%{transform:translateY(-8px);opacity:1;}}
|
| 163 |
|
| 164 |
+
/* ── Input — merged input+button bar (scoped to main area) ── */
|
| 165 |
+
[data-testid="stAppViewContainer"] div[data-testid="column"]:first-child .stTextInput > div > div > input {
|
| 166 |
background: #161b22 !important;
|
| 167 |
border: 1px solid #30363d !important;
|
| 168 |
+
border-right: none !important;
|
| 169 |
+
border-radius: 12px 0 0 12px !important;
|
| 170 |
color: #c9d1d9 !important;
|
| 171 |
font-family: 'Rajdhani', sans-serif !important;
|
| 172 |
font-size: 0.97rem !important;
|
| 173 |
+
height: 48px !important;
|
| 174 |
+
padding: 12px 18px !important;
|
| 175 |
}
|
| 176 |
+
[data-testid="stAppViewContainer"] div[data-testid="column"]:first-child .stTextInput > div > div > input:focus {
|
| 177 |
border-color: #58a6ff !important;
|
| 178 |
+
box-shadow: none !important;
|
| 179 |
+
outline: none !important;
|
| 180 |
+
}
|
| 181 |
+
[data-testid="stAppViewContainer"] div[data-testid="column"]:last-child .stButton > button {
|
| 182 |
+
background: linear-gradient(135deg, #1f6feb, #388bfd) !important;
|
| 183 |
+
color: #fff !important;
|
| 184 |
+
border: 1px solid #1f6feb !important;
|
| 185 |
+
border-left: none !important;
|
| 186 |
+
border-radius: 0 12px 12px 0 !important;
|
| 187 |
+
height: 48px !important; width: 100% !important;
|
| 188 |
+
font-size: 1rem !important; letter-spacing: 1px !important;
|
| 189 |
+
box-shadow: 0 0 14px rgba(31,111,235,0.3) !important;
|
| 190 |
+
transition: all 0.2s ease !important;
|
| 191 |
+
margin-top: 0 !important; padding: 0 !important;
|
| 192 |
+
}
|
| 193 |
+
[data-testid="stAppViewContainer"] div[data-testid="column"]:last-child .stButton > button:hover {
|
| 194 |
+
box-shadow: 0 0 24px rgba(31,111,235,0.55) !important;
|
| 195 |
+
color: #fff !important;
|
| 196 |
+
}
|
| 197 |
+
[data-testid="stAppViewContainer"] div[data-testid="column"]:first-child { padding-right: 0 !important; }
|
| 198 |
+
[data-testid="stAppViewContainer"] div[data-testid="column"]:last-child { padding-left: 0 !important; }
|
| 199 |
+
|
| 200 |
+
/* ── Buttons (sidebar/general) ── */
|
| 201 |
.stButton > button {
|
| 202 |
background: #21262d !important; color: #c9d1d9 !important;
|
| 203 |
border: 1px solid #30363d !important; border-radius: 8px !important;
|
|
|
|
| 206 |
transition: all 0.25s !important;
|
| 207 |
}
|
| 208 |
.stButton > button:hover {
|
| 209 |
+
background: #30363d !important; border-color: #58a6ff !important; color: #58a6ff !important;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 210 |
}
|
| 211 |
|
| 212 |
+
/* ── Welcome card ── */
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 213 |
.welcome-card {
|
| 214 |
background: #161b22; border: 1px solid #21262d;
|
| 215 |
+
border-radius: 12px; padding: 30px; text-align: center; margin: 10px 0;
|
|
|
|
| 216 |
animation: fadeInUp 0.6s ease both;
|
| 217 |
}
|
| 218 |
.wc-icon { font-size: 2.8rem; margin-bottom: 12px; }
|
| 219 |
+
.wc-title { font-family: 'Orbitron', monospace; font-size: 1rem; color: #fff; margin-bottom: 8px; }
|
|
|
|
|
|
|
|
|
|
| 220 |
.wc-sub { font-size: 0.9rem; color: #8b949e; line-height: 1.65; }
|
| 221 |
.tip-chip {
|
| 222 |
display: inline-block;
|
| 223 |
+
background: rgba(88,166,255,0.08); border: 1px solid rgba(88,166,255,0.25);
|
| 224 |
+
color: #58a6ff; padding: 4px 12px; border-radius: 20px; margin: 4px 3px;
|
| 225 |
+
font-family: 'Share Tech Mono', monospace; font-size: 0.67rem;
|
|
|
|
|
|
|
|
|
|
| 226 |
}
|
| 227 |
|
| 228 |
/* ── File uploader ── */
|
| 229 |
[data-testid="stFileUploader"] {
|
| 230 |
+
background: #161b22 !important; border: 2px dashed #30363d !important; border-radius: 10px !important;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 231 |
}
|
| 232 |
+
[data-testid="stFileUploader"]:hover { border-color: #58a6ff !important; }
|
| 233 |
|
| 234 |
/* ── Glow divider ── */
|
| 235 |
.glow-div {
|
|
|
|
| 238 |
margin: 16px 0; box-shadow: 0 0 8px rgba(88,166,255,0.3);
|
| 239 |
}
|
| 240 |
|
| 241 |
+
/* ── AI bubble native markdown styling ── */
|
| 242 |
+
[data-testid="stAppViewContainer"] [data-testid="column"] p { color: #c9d1d9; font-size: 0.95rem; line-height: 1.75; margin: 4px 0; }
|
| 243 |
+
[data-testid="stAppViewContainer"] [data-testid="column"] h1,
|
| 244 |
+
[data-testid="stAppViewContainer"] [data-testid="column"] h2,
|
| 245 |
+
[data-testid="stAppViewContainer"] [data-testid="column"] h3 { color: #fff; margin: 10px 0 4px; }
|
| 246 |
+
[data-testid="stAppViewContainer"] [data-testid="column"] ul,
|
| 247 |
+
[data-testid="stAppViewContainer"] [data-testid="column"] ol { color: #c9d1d9; padding-left: 20px; }
|
| 248 |
+
[data-testid="stAppViewContainer"] [data-testid="column"] code { background: #0d1117; color: #58a6ff; padding: 2px 6px; border-radius: 4px; font-size: 0.85rem; }
|
| 249 |
+
[data-testid="stAppViewContainer"] [data-testid="column"] pre { background: #0d1117; border: 1px solid #30363d; border-radius: 8px; padding: 12px; }
|
| 250 |
+
[data-testid="stAppViewContainer"] [data-testid="column"] strong { color: #fff; }
|
| 251 |
+
|
| 252 |
+
/* ── Stats ── */
|
| 253 |
+
.stat-row { display: flex; gap: 10px; flex-wrap: wrap; margin-bottom: 14px; }
|
| 254 |
+
.stat-box {
|
| 255 |
+
flex: 1; min-width: 80px; background: #161b22; border: 1px solid #21262d;
|
| 256 |
+
border-top: 2px solid #58a6ff; border-radius: 6px; padding: 10px 12px; text-align: center;
|
| 257 |
+
}
|
| 258 |
+
.stat-num { font-family: 'Orbitron', monospace; font-size: 1.2rem; font-weight: 900; color: #58a6ff; }
|
| 259 |
+
.stat-lbl { font-family: 'Share Tech Mono', monospace; font-size: 0.6rem; color: #8b949e; letter-spacing: 1px; margin-top: 3px; }
|
| 260 |
+
|
| 261 |
/* ── Animations ── */
|
| 262 |
@keyframes fadeInDown { from{opacity:0;transform:translateY(-16px)} to{opacity:1;transform:translateY(0)} }
|
| 263 |
@keyframes fadeInUp { from{opacity:0;transform:translateY(16px)} to{opacity:1;transform:translateY(0)} }
|
|
|
|
| 272 |
""", unsafe_allow_html=True)
|
| 273 |
|
| 274 |
# ─── SESSION STATE ────────────────────────────────────────────────────────────
|
| 275 |
+
if "messages" not in st.session_state: st.session_state.messages = []
|
| 276 |
+
if "vectorstore" not in st.session_state: st.session_state.vectorstore = None
|
| 277 |
+
if "pdf_name" not in st.session_state: st.session_state.pdf_name = None
|
| 278 |
+
if "pdf_pages" not in st.session_state: st.session_state.pdf_pages = 0
|
| 279 |
+
if "pdf_chunks" not in st.session_state: st.session_state.pdf_chunks = 0
|
| 280 |
+
if "q_count" not in st.session_state: st.session_state.q_count = 0
|
| 281 |
+
if "last_q" not in st.session_state: st.session_state.last_q = ""
|
| 282 |
+
if "input_key" not in st.session_state: st.session_state.input_key = 0
|
| 283 |
+
if "pending_input" not in st.session_state: st.session_state.pending_input = ""
|
| 284 |
|
| 285 |
# ─── MODEL LOADERS ────────────────────────────────────────────────────────────
|
| 286 |
@st.cache_resource(show_spinner=False)
|
| 287 |
def load_embeddings():
|
| 288 |
+
return HuggingFaceEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2")
|
|
|
|
|
|
|
| 289 |
|
| 290 |
@st.cache_resource(show_spinner=False)
|
| 291 |
def load_llm():
|
|
|
|
| 318 |
if not raw_text.strip():
|
| 319 |
raise ValueError("No readable text found. PDF may be scanned/image-based.")
|
| 320 |
|
| 321 |
+
splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=200)
|
| 322 |
+
chunks = splitter.split_text(raw_text)
|
| 323 |
embeddings = load_embeddings()
|
| 324 |
vectorstore = FAISS.from_texts(chunks, embeddings)
|
| 325 |
return vectorstore, len(reader.pages), len(chunks)
|
|
|
|
| 348 |
chain = prompt_template | llm
|
| 349 |
result = chain.invoke({"context": context, "question": question})
|
| 350 |
|
| 351 |
+
|
| 352 |
if "<|assistant|>" in result:
|
| 353 |
answer = result.split("<|assistant|>")[-1].strip()
|
| 354 |
else:
|
|
|
|
| 376 |
</div>
|
| 377 |
""", unsafe_allow_html=True)
|
| 378 |
|
|
|
|
| 379 |
st.markdown('<div style="font-family:\'Share Tech Mono\',monospace;font-size:0.7rem;color:#8b949e;letter-spacing:2px;margin-bottom:8px;">📄 UPLOAD DOCUMENT</div>', unsafe_allow_html=True)
|
| 380 |
|
| 381 |
+
uploaded_file = st.file_uploader("Upload PDF", type=["pdf"], label_visibility="collapsed")
|
|
|
|
|
|
|
|
|
|
| 382 |
|
| 383 |
if uploaded_file:
|
| 384 |
if st.session_state.pdf_name != uploaded_file.name:
|
|
|
|
| 397 |
|
| 398 |
st.markdown("---")
|
| 399 |
|
|
|
|
| 400 |
if st.session_state.pdf_name:
|
| 401 |
st.markdown(f"""
|
| 402 |
<div style="font-family:'Share Tech Mono',monospace;font-size:0.7rem;color:#8b949e;margin-bottom:10px;letter-spacing:2px;">📊 DOCUMENT STATS</div>
|
|
|
|
| 422 |
""", unsafe_allow_html=True)
|
| 423 |
st.markdown("---")
|
| 424 |
|
|
|
|
| 425 |
if st.button("🗑️ CLEAR CHAT", use_container_width=True):
|
| 426 |
st.session_state.messages = []
|
| 427 |
st.session_state.q_count = 0
|
| 428 |
st.rerun()
|
| 429 |
|
|
|
|
| 430 |
if st.button("📄 LOAD NEW PDF", use_container_width=True):
|
| 431 |
st.session_state.vectorstore = None
|
| 432 |
st.session_state.pdf_name = None
|
|
|
|
| 437 |
st.rerun()
|
| 438 |
|
| 439 |
# ─── MAIN AREA ────────────────────────────────────────────────────────────────
|
|
|
|
| 440 |
st.markdown("""
|
| 441 |
<div class="app-header">
|
| 442 |
<div>
|
| 443 |
<div class="app-title">QUERY<span>DOCS</span> AI 📚</div>
|
| 444 |
+
<div class="app-sub">INTELLIGENT DOCUMENT Q&A · RAG PIPELINE</div>
|
| 445 |
</div>
|
| 446 |
</div>
|
| 447 |
""", unsafe_allow_html=True)
|
| 448 |
|
|
|
|
| 449 |
if st.session_state.pdf_name:
|
| 450 |
+
safe_pdf_name = html_module.escape(st.session_state.pdf_name) # FIX: XSS
|
| 451 |
st.markdown(f"""
|
| 452 |
<div class="pdf-banner">
|
| 453 |
<span style="font-size:1.4rem;">📄</span>
|
| 454 |
<div>
|
| 455 |
+
<div class="pdf-name">{safe_pdf_name}</div>
|
| 456 |
<div class="pdf-meta">{st.session_state.pdf_pages} pages · {st.session_state.pdf_chunks} chunks · ready to query</div>
|
| 457 |
</div>
|
| 458 |
<span style="margin-left:auto;background:rgba(88,166,255,0.1);border:1px solid rgba(88,166,255,0.3);
|
|
|
|
| 461 |
</div>
|
| 462 |
""", unsafe_allow_html=True)
|
| 463 |
|
|
|
|
| 464 |
if not st.session_state.vectorstore:
|
| 465 |
st.markdown("""
|
| 466 |
<div class="welcome-card">
|
|
|
|
| 468 |
<div class="wc-title">WELCOME TO QUERYDOCS AI</div>
|
| 469 |
<div class="wc-sub">
|
| 470 |
Upload any PDF document from the sidebar and start asking questions.<br>
|
| 471 |
+
Powered by RAG pipeline — context-aware answers.
|
| 472 |
</div>
|
| 473 |
<br>
|
| 474 |
<span class="tip-chip">📋 Legal documents</span>
|
|
|
|
| 479 |
""", unsafe_allow_html=True)
|
| 480 |
|
| 481 |
else:
|
| 482 |
+
# ── Chat history ──
|
| 483 |
if st.session_state.messages:
|
|
|
|
| 484 |
for msg in st.session_state.messages:
|
| 485 |
ts = msg.get("time", "")
|
| 486 |
if msg["role"] == "user":
|
| 487 |
+
safe_user = html_module.escape(msg["content"]) # FIX: XSS
|
| 488 |
+
st.markdown(f"""
|
|
|
|
| 489 |
<div class="msg-user">
|
| 490 |
<div>
|
| 491 |
<div class="bubble-user">{safe_user}</div>
|
| 492 |
<div class="msg-meta" style="text-align:right;">YOU · {ts}</div>
|
| 493 |
</div>
|
| 494 |
+
</div>""", unsafe_allow_html=True)
|
| 495 |
else:
|
| 496 |
+
|
| 497 |
+
col_ai, col_space = st.columns([4, 1])
|
| 498 |
+
with col_ai:
|
| 499 |
+
|
| 500 |
+
st.markdown(f"""
|
| 501 |
+
<div style="background:#161b22;color:#c9d1d9;padding:14px 18px 6px 18px;
|
| 502 |
+
border-radius:18px 18px 0 4px;font-size:0.95rem;line-height:1.75;
|
| 503 |
+
border:1px solid #30363d;border-bottom:none;
|
| 504 |
+
box-shadow:0 4px 15px rgba(0,0,0,0.3);">
|
| 505 |
+
<div style="font-family:'Share Tech Mono',monospace;font-size:0.65rem;
|
| 506 |
+
color:#58a6ff;letter-spacing:2px;margin-bottom:6px;">// QUERYDOCS RESPONSE</div>
|
| 507 |
+
</div>""", unsafe_allow_html=True)
|
| 508 |
+
|
| 509 |
+
st.markdown(f'<div style="background:#161b22;padding:0 18px 6px 18px;border-left:1px solid #30363d;border-right:1px solid #30363d;">', unsafe_allow_html=True)
|
| 510 |
+
st.markdown(msg["content"])
|
| 511 |
+
st.markdown('</div>', unsafe_allow_html=True)
|
| 512 |
+
# Source chips
|
| 513 |
+
if msg.get("sources"):
|
| 514 |
+
chips = "".join(f'<span class="source-chip">📎 Chunk {i+1}</span>'
|
| 515 |
+
for i, _ in enumerate(msg["sources"]))
|
| 516 |
+
st.markdown(f"""
|
| 517 |
+
<div style="background:#161b22;padding:6px 18px 8px 18px;
|
| 518 |
+
border-left:1px solid #30363d;border-right:1px solid #30363d;">
|
| 519 |
+
<div class="sources-wrap">
|
| 520 |
+
<div class="source-label">// SOURCE CHUNKS USED</div>
|
| 521 |
+
{chips}
|
| 522 |
+
</div>
|
| 523 |
+
</div>""", unsafe_allow_html=True)
|
| 524 |
+
# Bubble footer
|
| 525 |
+
st.markdown(f"""
|
| 526 |
+
<div style="background:#161b22;padding:6px 18px 12px 18px;
|
| 527 |
+
border-radius:0 0 18px 4px;border:1px solid #30363d;border-top:none;
|
| 528 |
+
box-shadow:0 4px 15px rgba(0,0,0,0.3);margin-bottom:4px;">
|
| 529 |
+
<div style="font-family:'Share Tech Mono',monospace;font-size:0.62rem;color:#484f58;">
|
| 530 |
+
📚 QUERYDOCS AI · {ts} · {msg.get("elapsed","?")}s
|
| 531 |
</div>
|
| 532 |
+
</div>""", unsafe_allow_html=True)
|
|
|
|
|
|
|
|
|
|
|
|
|
| 533 |
else:
|
| 534 |
st.markdown("""
|
| 535 |
<div class="welcome-card" style="padding:20px;">
|
|
|
|
| 543 |
</div>
|
| 544 |
""", unsafe_allow_html=True)
|
| 545 |
|
| 546 |
+
typing_slot = st.empty()
|
| 547 |
+
|
| 548 |
+
# ── Input row — merged input+button ──
|
| 549 |
st.markdown('<hr class="glow-div">', unsafe_allow_html=True)
|
| 550 |
+
_current_key = f"question_input_{st.session_state.input_key}"
|
| 551 |
+
|
| 552 |
+
def _sync_pending():
|
| 553 |
+
st.session_state.pending_input = st.session_state.get(_current_key, "")
|
| 554 |
|
| 555 |
+
col_q, col_btn = st.columns([6, 0.7])
|
| 556 |
with col_q:
|
| 557 |
question = st.text_input(
|
| 558 |
"", placeholder="ask a question about your document...",
|
| 559 |
+
label_visibility="collapsed",
|
| 560 |
+
key=_current_key,
|
| 561 |
+
on_change=_sync_pending
|
| 562 |
)
|
| 563 |
+
if question:
|
| 564 |
+
st.session_state.pending_input = question
|
| 565 |
with col_btn:
|
|
|
|
| 566 |
ask_btn = st.button("▶ ASK", use_container_width=True)
|
|
|
|
| 567 |
|
| 568 |
+
trigger_q = (st.session_state.get("pending_input", "") or question).strip()
|
| 569 |
+
|
| 570 |
+
# ── Generate answer ──
|
| 571 |
+
if trigger_q and trigger_q != st.session_state.last_q:
|
| 572 |
+
|
| 573 |
+
# FIX: set last_q and clear input IMMEDIATELY to prevent double-trigger
|
| 574 |
+
st.session_state.last_q = trigger_q
|
| 575 |
+
st.session_state.input_key += 1
|
| 576 |
+
st.session_state.pending_input = ""
|
| 577 |
+
|
| 578 |
+
ts = get_ist_time() # FIX: IST time instead of UTC server time
|
| 579 |
st.session_state.messages.append({
|
| 580 |
+
"role": "user", "content": trigger_q, "time": ts
|
| 581 |
})
|
| 582 |
st.session_state.q_count += 1
|
| 583 |
|
|
|
|
|
|
|
| 584 |
typing_slot.markdown("""
|
| 585 |
<div class="typing-wrap">
|
| 586 |
<div class="typing-box">
|
|
|
|
| 592 |
""", unsafe_allow_html=True)
|
| 593 |
|
| 594 |
try:
|
| 595 |
+
start = time.time()
|
| 596 |
+
answer, sources = get_answer(trigger_q, st.session_state.vectorstore)
|
| 597 |
+
elapsed = round(time.time() - start, 1)
|
| 598 |
|
| 599 |
st.session_state.messages.append({
|
| 600 |
"role": "assistant",
|
| 601 |
"content": answer,
|
| 602 |
"sources": sources,
|
| 603 |
+
"time": get_ist_time(), # FIX: IST time
|
| 604 |
"elapsed": elapsed
|
| 605 |
})
|
| 606 |
except Exception as e:
|
| 607 |
st.session_state.messages.append({
|
| 608 |
+
"role": "assistant",
|
| 609 |
"content": f"⚠️ Error generating answer: {str(e)}",
|
| 610 |
+
"sources": [],
|
| 611 |
+
"time": get_ist_time(),
|
| 612 |
+
"elapsed": 0
|
| 613 |
})
|
| 614 |
|
| 615 |
typing_slot.empty()
|
|
|
|
| 616 |
st.rerun()
|