Spaces:
Sleeping
Sleeping
Uploaded UI Code
Browse files- app.py +526 -0
- requirements.txt +6 -0
app.py
ADDED
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| 1 |
+
import os
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| 2 |
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import json
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| 3 |
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import re
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| 4 |
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import streamlit as st
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| 5 |
+
import plotly.graph_objects as go
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| 6 |
+
from google.cloud import storage
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| 7 |
+
from google.auth import credentials
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| 8 |
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from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer
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| 9 |
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from scipy.ndimage import gaussian_filter1d
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| 10 |
+
from datetime import timedelta, datetime
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| 11 |
+
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| 12 |
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gcp_credentials = os.getenv('GCP_CREDENTIALS')
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| 13 |
+
credentials_dict = json.loads(gcp_credentials)
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| 14 |
+
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| 15 |
+
creds = credentials.Credentials.from_service_account_info(credentials_dict)
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| 16 |
+
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| 17 |
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client = storage.Client(credentials=creds)
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| 18 |
+
bucket_name = "kapnotes"
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| 19 |
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bucket = client.bucket(bucket_name)
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| 20 |
+
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| 21 |
+
def get_client_names():
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| 22 |
+
blobs = list(bucket.list_blobs(prefix=""))
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| 23 |
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client_names = set()
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| 24 |
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for blob in blobs:
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| 25 |
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client_name = blob.name.split("/")[0]
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| 26 |
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client_names.add(client_name)
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| 27 |
+
return sorted(client_names)
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| 28 |
+
|
| 29 |
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def login():
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| 30 |
+
st.markdown("""
|
| 31 |
+
<style>
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| 32 |
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.stApp {
|
| 33 |
+
background: linear-gradient(
|
| 34 |
+
125deg,
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| 35 |
+
#1e3a8a 0%,
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| 36 |
+
#2563eb 50%,
|
| 37 |
+
#1e3a8a 100%
|
| 38 |
+
);
|
| 39 |
+
background-size: 200% 200%;
|
| 40 |
+
animation: gradientMove 10s ease infinite;
|
| 41 |
+
}
|
| 42 |
+
|
| 43 |
+
@keyframes gradientMove {
|
| 44 |
+
0% { background-position: 0% 50%; }
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| 45 |
+
50% { background-position: 100% 50%; }
|
| 46 |
+
100% { background-position: 0% 50%; }
|
| 47 |
+
}
|
| 48 |
+
|
| 49 |
+
/* 3D Title */
|
| 50 |
+
h1 {
|
| 51 |
+
color: #ffffff;
|
| 52 |
+
font-size: 3.5rem;
|
| 53 |
+
font-weight: 900;
|
| 54 |
+
text-align: center;
|
| 55 |
+
text-shadow:
|
| 56 |
+
2px 2px 4px rgba(0, 0, 0, 0.4),
|
| 57 |
+
4px 4px 8px rgba(0, 0, 0, 0.3),
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| 58 |
+
8px 8px 16px rgba(0, 0, 0, 0.2);
|
| 59 |
+
margin-bottom: 3rem;
|
| 60 |
+
letter-spacing: 2px;
|
| 61 |
+
}
|
| 62 |
+
|
| 63 |
+
/* Form Container */
|
| 64 |
+
.css-1y4p8pa {
|
| 65 |
+
max-width: 500px;
|
| 66 |
+
margin: 0 auto;
|
| 67 |
+
padding: 2.5rem;
|
| 68 |
+
background: linear-gradient(
|
| 69 |
+
135deg,
|
| 70 |
+
rgba(255, 255, 255, 0.1) 0%,
|
| 71 |
+
rgba(255, 255, 255, 0.2) 100%
|
| 72 |
+
);
|
| 73 |
+
backdrop-filter: blur(15px);
|
| 74 |
+
border-radius: 24px;
|
| 75 |
+
box-shadow:
|
| 76 |
+
0 8px 32px rgba(31, 38, 135, 0.37),
|
| 77 |
+
inset -4px -4px 8px rgba(255, 255, 255, 0.1),
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| 78 |
+
inset 4px 4px 8px rgba(0, 0, 0, 0.2);
|
| 79 |
+
border: 1px solid rgba(255, 255, 255, 0.18);
|
| 80 |
+
transform: perspective(1000px) rotateX(2deg);
|
| 81 |
+
}
|
| 82 |
+
|
| 83 |
+
/* Selectbox and Date Input Styling */
|
| 84 |
+
.stSelectbox label, .stDateInput label {
|
| 85 |
+
color: white !important;
|
| 86 |
+
font-weight: bold;
|
| 87 |
+
font-size: 1rem;
|
| 88 |
+
text-shadow: 1px 1px 2px rgba(0, 0, 0, 0.5);
|
| 89 |
+
}
|
| 90 |
+
|
| 91 |
+
.stSelectbox > div > div, .stDateInput > div > div {
|
| 92 |
+
background: white;
|
| 93 |
+
border: 1px solid rgba(255, 255, 255, 0.3);
|
| 94 |
+
border-radius: 12px;
|
| 95 |
+
color: grey;
|
| 96 |
+
font-weight: bold;
|
| 97 |
+
box-shadow:
|
| 98 |
+
inset 2px 2px 5px rgba(0, 0, 0, 0.3),
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| 99 |
+
inset -2px -2px 5px rgba(255, 255, 255, 0.2);
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| 100 |
+
}
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| 101 |
+
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| 102 |
+
/* Button Styling */
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| 103 |
+
.stButton > button {
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| 104 |
+
width: 100%;
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| 105 |
+
background: linear-gradient(
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| 106 |
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45deg,
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| 107 |
+
#2563eb 0%,
|
| 108 |
+
#3b82f6 100%
|
| 109 |
+
);
|
| 110 |
+
color: white;
|
| 111 |
+
border: none;
|
| 112 |
+
border-radius: 16px;
|
| 113 |
+
padding: 1rem 1.5rem;
|
| 114 |
+
font-size: 1.3rem;
|
| 115 |
+
font-weight: bold;
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| 116 |
+
cursor: pointer;
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| 117 |
+
margin-top: 2rem;
|
| 118 |
+
box-shadow:
|
| 119 |
+
0 8px 16px rgba(0, 0, 0, 0.4),
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| 120 |
+
inset 0 -4px 8px rgba(0, 0, 0, 0.2),
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| 121 |
+
inset 0 4px 8px rgba(255, 255, 255, 0.2);
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| 122 |
+
transition: all 0.3s ease;
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| 123 |
+
}
|
| 124 |
+
|
| 125 |
+
.stButton > button:hover {
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| 126 |
+
transform: translateY(-3px) scale(1.03);
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| 127 |
+
box-shadow:
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| 128 |
+
0 12px 24px rgba(0, 0, 0, 0.5),
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| 129 |
+
inset 0 -4px 8px rgba(0, 0, 0, 0.2),
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| 130 |
+
inset 0 4px 8px rgba(255, 255, 255, 0.2);
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| 131 |
+
background: linear-gradient(
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| 132 |
+
45deg,
|
| 133 |
+
#1d4ed8 0%,
|
| 134 |
+
#2563eb 100%
|
| 135 |
+
);
|
| 136 |
+
}
|
| 137 |
+
|
| 138 |
+
</style>
|
| 139 |
+
""", unsafe_allow_html=True)
|
| 140 |
+
|
| 141 |
+
st.markdown("<h1>KAP NOTES</h1>", unsafe_allow_html=True)
|
| 142 |
+
|
| 143 |
+
client_names = get_client_names()
|
| 144 |
+
|
| 145 |
+
with st.form(key="login_form"):
|
| 146 |
+
client_name = st.selectbox("Select Client", client_names)
|
| 147 |
+
min_date = datetime(2000, 1, 1)
|
| 148 |
+
date_input = st.date_input("Enter the Date", min_value=min_date, max_value=datetime.today())
|
| 149 |
+
submit_button = st.form_submit_button("Sign In")
|
| 150 |
+
|
| 151 |
+
if submit_button:
|
| 152 |
+
date_str = date_input.strftime("%d-%m-%Y")
|
| 153 |
+
date_str = date_str.replace("-", "_")
|
| 154 |
+
st.session_state.client_name = client_name
|
| 155 |
+
st.session_state.date = date_str
|
| 156 |
+
st.session_state.logged_in = True
|
| 157 |
+
st.rerun()
|
| 158 |
+
|
| 159 |
+
|
| 160 |
+
|
| 161 |
+
if 'logged_in' not in st.session_state:
|
| 162 |
+
st.session_state.logged_in = False
|
| 163 |
+
|
| 164 |
+
if not st.session_state.logged_in:
|
| 165 |
+
login()
|
| 166 |
+
else:
|
| 167 |
+
st.set_page_config(page_title="Kap Notes", layout="wide")
|
| 168 |
+
css = '''
|
| 169 |
+
<style>
|
| 170 |
+
[data-testid="stExpander"] div:has(>.streamlit-expanderContent) {
|
| 171 |
+
max-height: 400px;
|
| 172 |
+
overflow-y: scroll;
|
| 173 |
+
}
|
| 174 |
+
|
| 175 |
+
[data-testid="stSidebar"] > div:first-child {
|
| 176 |
+
padding-top: 10px;
|
| 177 |
+
}
|
| 178 |
+
|
| 179 |
+
.main {
|
| 180 |
+
margin-top: 0 !important;
|
| 181 |
+
}
|
| 182 |
+
|
| 183 |
+
.summary-box, .keypoints-box, .action-items-box {
|
| 184 |
+
padding: 20px;
|
| 185 |
+
border-radius: 15px;
|
| 186 |
+
box-shadow: 0px 4px 10px rgba(0, 0, 0, 0.2), 0px 6px 15px rgba(0, 0, 0, 0.15);
|
| 187 |
+
margin-top: 20px;
|
| 188 |
+
margin-bottom: 30px;
|
| 189 |
+
line-height: 1.8;
|
| 190 |
+
font-size: 16px;
|
| 191 |
+
color: #333;
|
| 192 |
+
transition: transform 0.3s ease, box-shadow 0.3s ease;
|
| 193 |
+
}
|
| 194 |
+
|
| 195 |
+
.summary-box:hover, .keypoints-box:hover, .action-items-box:hover {
|
| 196 |
+
transform: translateY(-1px) scale(1.05);
|
| 197 |
+
box-shadow: 0px 12px 25px rgba(0, 0, 0, 0.25), 0px 18px 35px rgba(0, 0, 0, 0.2);
|
| 198 |
+
}
|
| 199 |
+
|
| 200 |
+
.summary-box {
|
| 201 |
+
background: linear-gradient(145deg, #f4f9fb, #dce5f5);
|
| 202 |
+
}
|
| 203 |
+
|
| 204 |
+
.keypoints-box {
|
| 205 |
+
background: linear-gradient(145deg, #f4f9fb, #dce5f5);
|
| 206 |
+
}
|
| 207 |
+
|
| 208 |
+
.action-items-box {
|
| 209 |
+
background: linear-gradient(145deg, #f4f9fb, #dce5f5);
|
| 210 |
+
}
|
| 211 |
+
|
| 212 |
+
.summary-box, .keypoints-box, .action-items-box {
|
| 213 |
+
border: 1px solid rgba(0, 0, 0, 0.1);
|
| 214 |
+
box-shadow: 0 4px 12px rgba(0, 0, 0, 0.2), 0 6px 18px rgba(0, 0, 0, 0.15);
|
| 215 |
+
}
|
| 216 |
+
|
| 217 |
+
.summary-box {
|
| 218 |
+
background-color: #FFF8DC;
|
| 219 |
+
}
|
| 220 |
+
|
| 221 |
+
button:hover {
|
| 222 |
+
background-color: white;
|
| 223 |
+
color: black;
|
| 224 |
+
border-color: black;
|
| 225 |
+
}
|
| 226 |
+
|
| 227 |
+
br {
|
| 228 |
+
margin-top: 8px;
|
| 229 |
+
}
|
| 230 |
+
|
| 231 |
+
.audio-player-container {
|
| 232 |
+
background: linear-gradient(135deg, #FF91A4, #FF4E00);
|
| 233 |
+
padding: 25px;
|
| 234 |
+
border-radius: 20px;
|
| 235 |
+
box-shadow: 0px 4px 15px rgba(0, 0, 0, 0.2), 0px 6px 25px rgba(0, 0, 0, 0.15);
|
| 236 |
+
margin-top: 30px;
|
| 237 |
+
margin-bottom: 40px;
|
| 238 |
+
text-align: center;
|
| 239 |
+
font-size: 18px;
|
| 240 |
+
transition: all 0.7s ease-in-out, transform 0.3s ease;
|
| 241 |
+
}
|
| 242 |
+
|
| 243 |
+
.audio-player-container:hover {
|
| 244 |
+
transform: translateY(-10px) scale(1.03);
|
| 245 |
+
box-shadow: 0px 8px 25px rgba(0, 0, 0, 0.3), 0px 12px 35px rgba(0, 0, 0, 0.25);
|
| 246 |
+
}
|
| 247 |
+
|
| 248 |
+
.audio-player {
|
| 249 |
+
width: 80%;
|
| 250 |
+
height: 50px;
|
| 251 |
+
border-radius: 15px;
|
| 252 |
+
background-color: #FFF8DC;
|
| 253 |
+
border: 1px solid rgba(0, 0, 0, 0.15);
|
| 254 |
+
box-shadow: 0 4px 12px rgba(0, 0, 0, 0.2), 0 6px 18px rgba(0, 0, 0, 0.15);
|
| 255 |
+
transition: all 0.3s ease, transform 0.3s ease;
|
| 256 |
+
}
|
| 257 |
+
|
| 258 |
+
.audio-player:hover {
|
| 259 |
+
background-color: #FF7F50;
|
| 260 |
+
transform: scale(1.1);
|
| 261 |
+
}
|
| 262 |
+
|
| 263 |
+
.audio-player-container h4 {
|
| 264 |
+
color: #333;
|
| 265 |
+
font-weight: 700;
|
| 266 |
+
margin-bottom: 15px;
|
| 267 |
+
font-size: 22px;
|
| 268 |
+
}
|
| 269 |
+
|
| 270 |
+
.audio-player-container .play-button {
|
| 271 |
+
background-color: #FF4E00;
|
| 272 |
+
border: none;
|
| 273 |
+
padding: 10px 20px;
|
| 274 |
+
color: white;
|
| 275 |
+
font-weight: 600;
|
| 276 |
+
border-radius: 30px;
|
| 277 |
+
cursor: pointer;
|
| 278 |
+
transition: all 0.5s ease;
|
| 279 |
+
}
|
| 280 |
+
|
| 281 |
+
.audio-player-container .play-button:hover {
|
| 282 |
+
background-color: #FF91A4;
|
| 283 |
+
box-shadow: 0px 4px 20px rgba(255, 145, 164, 0.5);
|
| 284 |
+
}
|
| 285 |
+
|
| 286 |
+
.audio-player-container .play-button:focus {
|
| 287 |
+
outline: none;
|
| 288 |
+
}
|
| 289 |
+
|
| 290 |
+
.comment-box {
|
| 291 |
+
background: linear-gradient(145deg, #f4f9fb, #dce5f5);
|
| 292 |
+
border: 1px solid #cfd9e6;
|
| 293 |
+
border-radius: 10px;
|
| 294 |
+
padding: 15px;
|
| 295 |
+
margin-bottom: 20px;
|
| 296 |
+
box-shadow: 2px 2px 12px rgba(0, 0, 0, 0.1), -2px -2px 12px rgba(255, 255, 255, 0.8);
|
| 297 |
+
font-family: 'Arial', sans-serif;
|
| 298 |
+
transition: transform 0.3s ease, box-shadow 0.3s ease;
|
| 299 |
+
}
|
| 300 |
+
|
| 301 |
+
.comment-box:hover {
|
| 302 |
+
transform: scale(1.02) translateY(-2px);
|
| 303 |
+
box-shadow: 4px 4px 20px rgba(0, 0, 0, 0.2), -4px -4px 20px rgba(255, 255, 255, 0.4);
|
| 304 |
+
}
|
| 305 |
+
|
| 306 |
+
.comment-header {
|
| 307 |
+
display: flex;
|
| 308 |
+
justify-content: space-between;
|
| 309 |
+
margin-bottom: 10px;
|
| 310 |
+
font-weight: bold;
|
| 311 |
+
color: #3e3e3e;
|
| 312 |
+
}
|
| 313 |
+
|
| 314 |
+
.comment-text {
|
| 315 |
+
color: #555;
|
| 316 |
+
font-size: 14px;
|
| 317 |
+
line-height: 1.6;
|
| 318 |
+
}
|
| 319 |
+
|
| 320 |
+
.comment-header span {
|
| 321 |
+
color: #007bff;
|
| 322 |
+
font-size: 12px;
|
| 323 |
+
}
|
| 324 |
+
|
| 325 |
+
.form-container {
|
| 326 |
+
margin-bottom: 30px;
|
| 327 |
+
}
|
| 328 |
+
|
| 329 |
+
.stTextInput, .stTextArea {
|
| 330 |
+
border-radius: 5px;
|
| 331 |
+
border: 1px solid #ccc;
|
| 332 |
+
padding: 10px;
|
| 333 |
+
font-size: 14px;
|
| 334 |
+
margin-bottom: 15px;
|
| 335 |
+
width: 100%;
|
| 336 |
+
}
|
| 337 |
+
|
| 338 |
+
.stFormSubmitButton {
|
| 339 |
+
background-color: #007bff;
|
| 340 |
+
color: black;
|
| 341 |
+
padding: 10px 20px;
|
| 342 |
+
border-radius: 5px;
|
| 343 |
+
font-size: 14px;
|
| 344 |
+
cursor: pointer;
|
| 345 |
+
transition: background-color 0.3s;
|
| 346 |
+
}
|
| 347 |
+
|
| 348 |
+
.stFormSubmitButton:hover {
|
| 349 |
+
background-color: #0056b3;
|
| 350 |
+
}
|
| 351 |
+
</style>
|
| 352 |
+
|
| 353 |
+
'''
|
| 354 |
+
st.markdown(css, unsafe_allow_html=True)
|
| 355 |
+
client_name = st.session_state.client_name
|
| 356 |
+
date = st.session_state.date
|
| 357 |
+
|
| 358 |
+
summary_blob_name = f"{client_name}/{date.replace('_', '-')}/summary.txt"
|
| 359 |
+
transcription_blob_name = f"{client_name}/{date.replace('_', '-')}/transcription.txt"
|
| 360 |
+
audio_blob_name = f"{client_name}/{date.replace('_', '-')}/audio/audio.wav"
|
| 361 |
+
|
| 362 |
+
bucket = client.bucket(bucket_name)
|
| 363 |
+
|
| 364 |
+
summary_blob = bucket.blob(summary_blob_name)
|
| 365 |
+
summary_content = summary_blob.download_as_text()
|
| 366 |
+
|
| 367 |
+
audio_blob = bucket.blob(audio_blob_name)
|
| 368 |
+
audio_url = audio_blob.generate_signed_url(expiration=timedelta(hours=1), method='GET')
|
| 369 |
+
|
| 370 |
+
summary = re.search(r"\*\*Summary\*\*\n(.*?)\n\n", summary_content, re.DOTALL).group(1).strip()
|
| 371 |
+
key_points = re.findall(r"- (.*?)\n", re.search(r"\*\*Key Points\*\*\n(.*?)\n\n", summary_content, re.DOTALL).group(1))
|
| 372 |
+
action_items = re.findall(r"- (.*?)\n", re.search(r"\*\*Action Items\*\*\n(.*)", summary_content, re.DOTALL).group(1))
|
| 373 |
+
|
| 374 |
+
transcription_blob = bucket.blob(transcription_blob_name)
|
| 375 |
+
with transcription_blob.open("r") as file:
|
| 376 |
+
meeting_data = json.load(file)
|
| 377 |
+
|
| 378 |
+
speaker_data = {}
|
| 379 |
+
total_talktime = 0
|
| 380 |
+
|
| 381 |
+
for entry in meeting_data:
|
| 382 |
+
speaker = entry["speaker"]
|
| 383 |
+
duration = entry["end"] - entry["start"]
|
| 384 |
+
text = entry["text"]
|
| 385 |
+
total_talktime += duration
|
| 386 |
+
|
| 387 |
+
if speaker not in speaker_data:
|
| 388 |
+
speaker_data[speaker] = {"talktime": 0, "text": "", "words": 0}
|
| 389 |
+
|
| 390 |
+
speaker_data[speaker]["talktime"] += duration
|
| 391 |
+
speaker_data[speaker]["text"] += " " + text
|
| 392 |
+
speaker_data[speaker]["words"] += len(text.split())
|
| 393 |
+
|
| 394 |
+
for speaker, data in speaker_data.items():
|
| 395 |
+
data["word_per_minute"] = round((data["words"] / data["talktime"] * 60), 2)
|
| 396 |
+
data["talktime_percentage"] = round((data["talktime"] / total_talktime * 100), 2)
|
| 397 |
+
|
| 398 |
+
combined_text = " ".join(data["text"] for data in speaker_data.values())
|
| 399 |
+
|
| 400 |
+
analyzer = SentimentIntensityAnalyzer()
|
| 401 |
+
sentences = combined_text.split('.')
|
| 402 |
+
sentiment_polarity = [analyzer.polarity_scores(sentence)["compound"] for sentence in sentences if sentence.strip()]
|
| 403 |
+
smoothed_polarity = gaussian_filter1d(sentiment_polarity, sigma=2)
|
| 404 |
+
|
| 405 |
+
st.title("Kap Notes - Unveiling the story behind your meeting")
|
| 406 |
+
|
| 407 |
+
st.markdown(f"### Summary\n<div class='summary-box'>{summary}</div>", unsafe_allow_html=True)
|
| 408 |
+
|
| 409 |
+
st.markdown("### Meeting Highlights")
|
| 410 |
+
st.markdown(
|
| 411 |
+
f"<div class='keypoints-box'>" + "<br>".join(f"• {point}" for point in key_points) + "</div>",
|
| 412 |
+
unsafe_allow_html=True
|
| 413 |
+
)
|
| 414 |
+
|
| 415 |
+
st.markdown("### Actionable Items")
|
| 416 |
+
st.markdown(
|
| 417 |
+
f"<div class='action-items-box'>" + "<br>".join(f"• {item}" for item in action_items) + "</div>",
|
| 418 |
+
unsafe_allow_html=True
|
| 419 |
+
)
|
| 420 |
+
|
| 421 |
+
st.markdown("### Comments")
|
| 422 |
+
|
| 423 |
+
if 'comments' not in st.session_state:
|
| 424 |
+
st.session_state.comments = []
|
| 425 |
+
|
| 426 |
+
def add_comment(comment):
|
| 427 |
+
st.session_state.comments.append({"name": "", "comment": comment, "date": datetime.now().strftime("%d, %b %Y")})
|
| 428 |
+
|
| 429 |
+
if 'name' not in st.session_state:
|
| 430 |
+
st.session_state.name = ""
|
| 431 |
+
if 'comment' not in st.session_state:
|
| 432 |
+
st.session_state.comment = ""
|
| 433 |
+
|
| 434 |
+
for comment in st.session_state.comments:
|
| 435 |
+
st.markdown(
|
| 436 |
+
f"""
|
| 437 |
+
<div class="comment-box">
|
| 438 |
+
<div class="comment-header">
|
| 439 |
+
<span>Admin</span>
|
| 440 |
+
<span>{comment['date']}</span>
|
| 441 |
+
</div>
|
| 442 |
+
<div class="comment-text">
|
| 443 |
+
{comment['comment']}
|
| 444 |
+
</div>
|
| 445 |
+
</div>
|
| 446 |
+
""", unsafe_allow_html=True)
|
| 447 |
+
|
| 448 |
+
with st.form(key="comment_form"):
|
| 449 |
+
st.markdown('<div class="form-container">', unsafe_allow_html=True)
|
| 450 |
+
comment_input = st.text_area("Your Comment", height=100, value=st.session_state.comment)
|
| 451 |
+
submit_button = st.form_submit_button("Submit")
|
| 452 |
+
st.markdown('</div>', unsafe_allow_html=True)
|
| 453 |
+
|
| 454 |
+
if submit_button:
|
| 455 |
+
if not comment_input:
|
| 456 |
+
st.error("Enter your comment")
|
| 457 |
+
else:
|
| 458 |
+
add_comment(comment_input)
|
| 459 |
+
st.session_state.comment = ""
|
| 460 |
+
|
| 461 |
+
|
| 462 |
+
with st.sidebar:
|
| 463 |
+
|
| 464 |
+
speaker_names = list(speaker_data.keys())
|
| 465 |
+
talk_time_percentages = [data["talktime_percentage"] for data in speaker_data.values()]
|
| 466 |
+
|
| 467 |
+
color_palette = ["#A3BFF1", "#F4A7B9", "#C4F1D2", "#D6A7F2", "#FFD5A6", "#9BE1E6", "#F4A3C0", "#C1E7B4", "#F1D0FF", "#F9E9A6"]
|
| 468 |
+
speaker_colors = {speaker: color_palette[i % len(color_palette)] for i, speaker in enumerate(speaker_names)}
|
| 469 |
+
|
| 470 |
+
st.markdown(f"""
|
| 471 |
+
<div class="audio-player-container">
|
| 472 |
+
<h4>Listen to the Meeting Audio</h4>
|
| 473 |
+
<audio class="audio-player" controls>
|
| 474 |
+
<source src="{audio_url}" type="audio/wav">
|
| 475 |
+
Your browser does not support the audio element.
|
| 476 |
+
</audio>
|
| 477 |
+
</div>
|
| 478 |
+
""", unsafe_allow_html=True)
|
| 479 |
+
|
| 480 |
+
st.title("Chat Conversation")
|
| 481 |
+
|
| 482 |
+
with st.expander("Click to view the chat conversation", expanded=False):
|
| 483 |
+
chat_conversation = ""
|
| 484 |
+
for index, entry in enumerate(meeting_data):
|
| 485 |
+
speaker = entry["speaker"]
|
| 486 |
+
text = entry["text"]
|
| 487 |
+
talk_time = entry["end"] - entry["start"]
|
| 488 |
+
speaker_color = speaker_colors[speaker]
|
| 489 |
+
chat_conversation += f"""
|
| 490 |
+
<div style="margin-bottom: 20px; background-color: {speaker_color}; padding: 15px;
|
| 491 |
+
border-radius: 10px; box-shadow: 0px 4px 6px rgba(0, 0, 0, 0.1);">
|
| 492 |
+
<div style="display: flex; justify-content: space-between; align-items: center;">
|
| 493 |
+
<b style="color: black;">{speaker}</b>
|
| 494 |
+
<span style="color: black;">{talk_time:.2f} mins</span>
|
| 495 |
+
</div>
|
| 496 |
+
<div style="margin-top: 10px; text-align: justify; line-height: 1.6; color: black;">
|
| 497 |
+
{text}
|
| 498 |
+
</div>
|
| 499 |
+
</div>
|
| 500 |
+
"""
|
| 501 |
+
st.markdown(chat_conversation, unsafe_allow_html=True)
|
| 502 |
+
|
| 503 |
+
fig = go.Figure(data=[go.Pie(labels=speaker_names, values=talk_time_percentages, marker=dict(colors=list(speaker_colors.values())), hole=0.3)])
|
| 504 |
+
fig.update_layout(
|
| 505 |
+
title="Speaker Analytics",
|
| 506 |
+
showlegend=True,
|
| 507 |
+
legend=dict(
|
| 508 |
+
orientation="h",
|
| 509 |
+
yanchor="top",
|
| 510 |
+
y=-0.2,
|
| 511 |
+
xanchor="center",
|
| 512 |
+
x=0.5
|
| 513 |
+
)
|
| 514 |
+
)
|
| 515 |
+
st.plotly_chart(fig)
|
| 516 |
+
|
| 517 |
+
st.markdown("### Sentiment Analysis of the Meeting")
|
| 518 |
+
|
| 519 |
+
fig = go.Figure()
|
| 520 |
+
fig.add_trace(go.Scatter(x=list(range(len(smoothed_polarity))), y=smoothed_polarity, mode='lines', name='Sentiment', line=dict(color='blue')))
|
| 521 |
+
fig.update_layout(
|
| 522 |
+
xaxis=dict(title="Time (in seconds)"),
|
| 523 |
+
yaxis=dict(title="Sentiment Score", range=[-1, 1]),
|
| 524 |
+
)
|
| 525 |
+
|
| 526 |
+
st.plotly_chart(fig)
|
requirements.txt
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Flask
|
| 2 |
+
pydub
|
| 3 |
+
google-cloud-storage
|
| 4 |
+
Flask-Cors
|
| 5 |
+
plotly
|
| 6 |
+
googl-auth
|