Update src/streamlit_app.py
Browse files- src/streamlit_app.py +806 -38
src/streamlit_app.py
CHANGED
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@@ -1,40 +1,808 @@
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import altair as alt
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import numpy as np
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import pandas as pd
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import streamlit as st
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| 1 |
import streamlit as st
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| 2 |
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import requests
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import json
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import os
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from datetime import datetime
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import time
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# For potential small delays to improve UI experience
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| 9 |
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# Import Firebase Admin SDK
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| 10 |
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import firebase_admin
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from firebase_admin import credentials, firestore, auth
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| 12 |
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from firebase_admin.exceptions import FirebaseError
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# --- Constants & Environment Variables ---
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APP_ID = os.getenv('__app_id', 'default-app-id')
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FIREBASE_CONFIG_STR = os.getenv('__firebase_config', '{}')
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INITIAL_AUTH_TOKEN = os.getenv('__initial_auth_token', None)
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OLLAMA_API_BASE_URL = os.getenv("OLLAMA_HOST", "http://localhost:11434")
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| 20 |
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OLLAMA_MODEL_NAME = 'krishna_choudhary/AI_Assistant_Chatbot'
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| 21 |
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# Your specific model name
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| 22 |
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| 23 |
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# --- Firebase Initialization ---
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| 24 |
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if not firebase_admin._apps:
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| 25 |
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try:
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| 26 |
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# Use ApplicationDefault credentials which Canvas environment should provide
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| 27 |
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cred = credentials.ApplicationDefault()
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| 28 |
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firebase_admin.initialize_app(cred, name=APP_ID)
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| 29 |
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st.session_state.db = firestore.client()
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| 30 |
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st.session_state.auth = auth
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| 31 |
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st.session_state.firebase_initialized = True
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| 32 |
+
print("Firebase Admin SDK initialized successfully.")
|
| 33 |
+
except Exception as e:
|
| 34 |
+
st.error(f"Error initializing Firebase Admin SDK: {e}")
|
| 35 |
+
st.session_state.firebase_initialized = False
|
| 36 |
+
print(f"Failed to initialize Firebase Admin SDK: {e}")
|
| 37 |
+
|
| 38 |
+
# --- Session State Initialization ---
|
| 39 |
+
if 'current_page' not in st.session_state:
|
| 40 |
+
st.session_state.current_page = 'dashboard'
|
| 41 |
+
if 'messages' not in st.session_state:
|
| 42 |
+
st.session_state.messages = []
|
| 43 |
+
if 'input_message' not in st.session_state:
|
| 44 |
+
st.session_state.input_message = ''
|
| 45 |
+
if 'is_loading' not in st.session_state:
|
| 46 |
+
st.session_state.is_loading = False
|
| 47 |
+
if 'current_chat_id' not in st.session_state:
|
| 48 |
+
st.session_state.current_chat_id = None
|
| 49 |
+
if 'ollama_api_error' not in st.session_state:
|
| 50 |
+
st.session_state.ollama_api_error = None
|
| 51 |
+
if 'user_id' not in st.session_state:
|
| 52 |
+
st.session_state.user_id = None # Will be set after login/signup
|
| 53 |
+
if 'user_email' not in st.session_state:
|
| 54 |
+
st.session_state.user_email = None # Store email for display/auth
|
| 55 |
+
if 'user_name' not in st.session_state:
|
| 56 |
+
st.session_state.user_name = ""
|
| 57 |
+
if 'loaded_user_name' not in st.session_state:
|
| 58 |
+
st.session_state.loaded_user_name = False
|
| 59 |
+
if 'raw_ollama_response' not in st.session_state:
|
| 60 |
+
st.session_state.raw_ollama_response = None # To store full raw response for debug
|
| 61 |
+
|
| 62 |
+
# --- Custom CSS for "Code Mentor AI" Styling ---
|
| 63 |
+
st.markdown(
|
| 64 |
+
"""
|
| 65 |
+
<style>
|
| 66 |
+
/* General Styles */
|
| 67 |
+
body {
|
| 68 |
+
color: #E0E0E0;
|
| 69 |
+
background-color: #0F172A;
|
| 70 |
+
}
|
| 71 |
+
.stApp {
|
| 72 |
+
background-color: #0F172A; /* Main app background */
|
| 73 |
+
}
|
| 74 |
+
|
| 75 |
+
/* Main Content Area */
|
| 76 |
+
.main .block-container {
|
| 77 |
+
padding-top: 2rem;
|
| 78 |
+
padding-bottom: 2rem;
|
| 79 |
+
padding-left: 5rem;
|
| 80 |
+
padding-right: 5rem;
|
| 81 |
+
}
|
| 82 |
+
|
| 83 |
+
/* Sidebar Styles */
|
| 84 |
+
[data-testid="stSidebar"] {
|
| 85 |
+
background-color: #1E293B;
|
| 86 |
+
border-right: 1px solid #334155;
|
| 87 |
+
padding-top: 2rem;
|
| 88 |
+
}
|
| 89 |
+
[data-testid="stSidebar"] h2 {
|
| 90 |
+
color: #FFFFFF;
|
| 91 |
+
font-weight: bold;
|
| 92 |
+
text-align: center;
|
| 93 |
+
margin-bottom: 2rem;
|
| 94 |
+
}
|
| 95 |
+
/* Sidebar buttons - selected/active state */
|
| 96 |
+
[data-testid="stSidebar"] .stButton>button {
|
| 97 |
+
background-color: transparent;
|
| 98 |
+
color: #94A3B8;
|
| 99 |
+
border: none;
|
| 100 |
+
width: 100%;
|
| 101 |
+
text-align: left;
|
| 102 |
+
padding: 0.75rem 1rem;
|
| 103 |
+
border-radius: 0.5rem;
|
| 104 |
+
font-size: 1rem;
|
| 105 |
+
display: flex;
|
| 106 |
+
align-items: center;
|
| 107 |
+
gap: 10px; /* Space between icon and text */
|
| 108 |
+
}
|
| 109 |
+
[data-testid="stSidebar"] .stButton>button:hover {
|
| 110 |
+
background-color: #334155;
|
| 111 |
+
color: #FFFFFF;
|
| 112 |
+
}
|
| 113 |
+
/* Streamlit applies an internal class to selected buttons.
|
| 114 |
+
This targets the active button in the sidebar based on session state. */
|
| 115 |
+
.sidebar-button-active {
|
| 116 |
+
background-color: #4A5568 !important; /* Brighter background for active */
|
| 117 |
+
color: #FFFFFF !important;
|
| 118 |
+
font-weight: bold;
|
| 119 |
+
}
|
| 120 |
+
|
| 121 |
+
/* Chat Interface Styles */
|
| 122 |
+
div[data-testid="stVerticalBlock"] > div[data-testid="stVerticalBlock"] > div[data-testid="stVerticalBlock"]:has([data-testid="stChatInput"]) {
|
| 123 |
+
background-color: #1E293B;
|
| 124 |
+
border-radius: 0.75rem;
|
| 125 |
+
padding: 1rem;
|
| 126 |
+
border-top: 1px solid #334155;
|
| 127 |
+
margin-top: 1rem;
|
| 128 |
+
}
|
| 129 |
+
[data-testid="stChatInput"] {
|
| 130 |
+
background-color: transparent !important;
|
| 131 |
+
}
|
| 132 |
+
[data-testid="stChatInput"] input {
|
| 133 |
+
background-color: #2D3748 !important;
|
| 134 |
+
color: #E0E0E0 !important;
|
| 135 |
+
border: 1px solid #4A5568 !important;
|
| 136 |
+
border-radius: 0.5rem !important;
|
| 137 |
+
padding: 0.75rem 1rem;
|
| 138 |
+
}
|
| 139 |
+
[data-testid="stChatMessage"] {
|
| 140 |
+
background-color: #334155;
|
| 141 |
+
border-radius: 0.5rem;
|
| 142 |
+
padding: 1rem;
|
| 143 |
+
margin-bottom: 1rem;
|
| 144 |
+
}
|
| 145 |
+
.st-chat-message-user {
|
| 146 |
+
background-color: #2D3748 !important;
|
| 147 |
+
border: 1px solid #4A5568;
|
| 148 |
+
}
|
| 149 |
+
.st-chat-message-assistant {
|
| 150 |
+
background-color: #1E293B !important;
|
| 151 |
+
border: 1px solid #334155;
|
| 152 |
+
}
|
| 153 |
+
.stCodeBlock {
|
| 154 |
+
background-color: #0F172A !important;
|
| 155 |
+
border: 1px solid #334155 !important;
|
| 156 |
+
border-radius: 0.5rem;
|
| 157 |
+
padding: 1rem;
|
| 158 |
+
overflow-x: auto;
|
| 159 |
+
}
|
| 160 |
+
|
| 161 |
+
/* Custom Cards for Stats */
|
| 162 |
+
.stat-card {
|
| 163 |
+
background-color: #1E293B;
|
| 164 |
+
border-radius: 0.75rem;
|
| 165 |
+
padding: 1.5rem;
|
| 166 |
+
text-align: center;
|
| 167 |
+
border: 1px solid #334155;
|
| 168 |
+
}
|
| 169 |
+
.stat-card h3 {
|
| 170 |
+
color: #94A3B8;
|
| 171 |
+
font-size: 1rem;
|
| 172 |
+
margin-bottom: 0.5rem;
|
| 173 |
+
}
|
| 174 |
+
.stat-card p {
|
| 175 |
+
color: #FFFFFF;
|
| 176 |
+
font-size: 2.5rem;
|
| 177 |
+
font-weight: bold;
|
| 178 |
+
}
|
| 179 |
+
|
| 180 |
+
/* Popular Topics styling */
|
| 181 |
+
.popular-topics-card {
|
| 182 |
+
background-color: #1E293B;
|
| 183 |
+
border-radius: 0.75rem;
|
| 184 |
+
padding: 1.5rem;
|
| 185 |
+
border: 1px solid #334155;
|
| 186 |
+
}
|
| 187 |
+
.popular-topics-card h3 {
|
| 188 |
+
color: #FFFFFF;
|
| 189 |
+
font-size: 1.2rem;
|
| 190 |
+
margin-bottom: 1rem;
|
| 191 |
+
}
|
| 192 |
+
.popular-topics-card ul {
|
| 193 |
+
list-style-type: none;
|
| 194 |
+
padding-left: 0;
|
| 195 |
+
}
|
| 196 |
+
.popular-topics-card li {
|
| 197 |
+
color: #94A3B8;
|
| 198 |
+
padding: 0.25rem 0;
|
| 199 |
+
font-size: 0.95rem;
|
| 200 |
+
}
|
| 201 |
+
.popular-topics-card li::before {
|
| 202 |
+
content: "โฏ ";
|
| 203 |
+
color: #69BFF8;
|
| 204 |
+
font-weight: bold;
|
| 205 |
+
margin-right: 0.5rem;
|
| 206 |
+
}
|
| 207 |
+
|
| 208 |
+
/* Info Box for How to Use */
|
| 209 |
+
.info-box {
|
| 210 |
+
background-color: #2D3748;
|
| 211 |
+
border-left: 5px solid #69BFF8;
|
| 212 |
+
border-radius: 0.5rem;
|
| 213 |
+
padding: 1rem;
|
| 214 |
+
margin-bottom: 1rem;
|
| 215 |
+
color: #E0E0E0;
|
| 216 |
+
}
|
| 217 |
+
.info-box strong {
|
| 218 |
+
color: #FFFFFF;
|
| 219 |
+
}
|
| 220 |
+
|
| 221 |
+
/* Custom Button for "Ask Coding Instructor" */
|
| 222 |
+
.stButton.coding-instructor-button button {
|
| 223 |
+
background-color: #69BFF8;
|
| 224 |
+
color: white;
|
| 225 |
+
font-size: 1.1rem;
|
| 226 |
+
padding: 0.8rem 2rem;
|
| 227 |
+
border-radius: 0.75rem;
|
| 228 |
+
width: 100%;
|
| 229 |
+
margin-top: 1.5rem;
|
| 230 |
+
border: none;
|
| 231 |
+
transition: background-color 0.3s ease;
|
| 232 |
+
}
|
| 233 |
+
.stButton.coding-instructor-button button:hover {
|
| 234 |
+
background-color: #4CAF50;
|
| 235 |
+
}
|
| 236 |
+
|
| 237 |
+
/* Dark mode toggle and profile button in header */
|
| 238 |
+
.header-buttons {
|
| 239 |
+
display: flex;
|
| 240 |
+
justify-content: flex-end;
|
| 241 |
+
gap: 10px;
|
| 242 |
+
margin-bottom: 1rem;
|
| 243 |
+
}
|
| 244 |
+
.header-buttons .stButton>button {
|
| 245 |
+
background-color: #1E293B;
|
| 246 |
+
border: 1px solid #334155;
|
| 247 |
+
color: #94A3B8;
|
| 248 |
+
padding: 0.5rem 1rem;
|
| 249 |
+
border-radius: 0.5rem;
|
| 250 |
+
}
|
| 251 |
+
</style>
|
| 252 |
+
""",
|
| 253 |
+
unsafe_allow_html=True
|
| 254 |
+
)
|
| 255 |
+
|
| 256 |
+
|
| 257 |
+
# --- Firebase Helpers ---
|
| 258 |
+
def get_user_doc_ref(db_client, user_id):
|
| 259 |
+
return db_client.collection(f"artifacts/{APP_ID}/users").document(user_id)
|
| 260 |
+
|
| 261 |
+
def get_chats_collection_ref(db_client, user_id):
|
| 262 |
+
return get_user_doc_ref(db_client, user_id).collection("chats")
|
| 263 |
+
|
| 264 |
+
def get_settings_doc_ref(db_client, user_id):
|
| 265 |
+
return get_user_doc_ref(db_client, user_id).collection("settings").document("userSettings")
|
| 266 |
+
|
| 267 |
+
# --- Authentication Functions ---
|
| 268 |
+
def login_user(username, password):
|
| 269 |
+
if not st.session_state.firebase_initialized:
|
| 270 |
+
st.error("Firebase not initialized.")
|
| 271 |
+
return False
|
| 272 |
+
|
| 273 |
+
email = f"{username}@app.com" # Map username to email for Firebase Auth
|
| 274 |
+
try:
|
| 275 |
+
user = st.session_state.auth.get_user_by_email(email)
|
| 276 |
+
# In a real app, you'd verify the password here securely.
|
| 277 |
+
# Firebase Admin SDK doesn't directly verify passwords from client.
|
| 278 |
+
# This is a SIMULATION for Canvas environment.
|
| 279 |
+
# A real client-side login would use signInWithEmailAndPassword.
|
| 280 |
+
|
| 281 |
+
# For this server-side simulation, if user exists, we assume success.
|
| 282 |
+
# This is INSECURE for production.
|
| 283 |
+
st.session_state.user_id = user.uid
|
| 284 |
+
st.session_state.user_email = user.email
|
| 285 |
+
st.session_state.user_name = username
|
| 286 |
+
st.success(f"Logged in as {username}!")
|
| 287 |
+
st.rerun() # Rerun to update UI
|
| 288 |
+
return True
|
| 289 |
+
except FirebaseError as e:
|
| 290 |
+
if "user-not-found" in str(e):
|
| 291 |
+
st.error("User not found. Please sign up or check your username.")
|
| 292 |
+
else:
|
| 293 |
+
st.error(f"Login failed: {e}")
|
| 294 |
+
return False
|
| 295 |
+
except Exception as e:
|
| 296 |
+
st.error(f"An unexpected error occurred during login: {e}")
|
| 297 |
+
return False
|
| 298 |
+
|
| 299 |
+
def signup_user(username, password):
|
| 300 |
+
if not st.session_state.firebase_initialized:
|
| 301 |
+
st.error("Firebase not initialized.")
|
| 302 |
+
return False
|
| 303 |
+
|
| 304 |
+
email = f"{username}@app.com" # Map username to email for Firebase Auth
|
| 305 |
+
try:
|
| 306 |
+
user = st.session_state.auth.create_user(email=email, password=password)
|
| 307 |
+
st.session_state.user_id = user.uid
|
| 308 |
+
st.session_state.user_email = user.email
|
| 309 |
+
st.session_state.user_name = username
|
| 310 |
+
|
| 311 |
+
# Store username in Firestore settings for display
|
| 312 |
+
settings_doc_ref = get_settings_doc_ref(st.session_state.db, user.uid)
|
| 313 |
+
settings_doc_ref.set({'userName': username}, merge=True)
|
| 314 |
+
|
| 315 |
+
st.success(f"Signed up and logged in as {username}!")
|
| 316 |
+
st.rerun() # Rerun to update UI
|
| 317 |
+
return True
|
| 318 |
+
except FirebaseError as e:
|
| 319 |
+
if "email-already-exists" in str(e):
|
| 320 |
+
st.error("Username already exists. Please log in.")
|
| 321 |
+
elif "invalid-password" in str(e):
|
| 322 |
+
st.error("Password must be at least 6 characters long.")
|
| 323 |
+
else:
|
| 324 |
+
st.error(f"Signup failed: {e}")
|
| 325 |
+
return False
|
| 326 |
+
except Exception as e:
|
| 327 |
+
st.error(f"An unexpected error occurred during signup: {e}")
|
| 328 |
+
return False
|
| 329 |
+
|
| 330 |
+
def logout_user():
|
| 331 |
+
st.session_state.user_id = None
|
| 332 |
+
st.session_state.user_email = None
|
| 333 |
+
st.session_state.user_name = ""
|
| 334 |
+
st.session_state.current_chat_id = None
|
| 335 |
+
st.session_state.messages = []
|
| 336 |
+
st.session_state.ollama_api_error = None
|
| 337 |
+
st.session_state.raw_ollama_response = None
|
| 338 |
+
st.success("Logged out successfully.")
|
| 339 |
+
st.rerun()
|
| 340 |
+
|
| 341 |
+
# --- Functions for Chatbot Logic ---
|
| 342 |
+
def load_chat_messages(chat_id):
|
| 343 |
+
if not st.session_state.firebase_initialized or not st.session_state.user_id or not chat_id:
|
| 344 |
+
return []
|
| 345 |
+
try:
|
| 346 |
+
messages_ref = get_chats_collection_ref(st.session_state.db, st.session_state.user_id).document(chat_id).collection("messages")
|
| 347 |
+
messages_docs = messages_ref.order_by('timestamp').get()
|
| 348 |
+
loaded_messages = []
|
| 349 |
+
for doc in messages_docs:
|
| 350 |
+
data = doc.to_dict()
|
| 351 |
+
if 'timestamp' in data and hasattr(data['timestamp'], 'to_datetime'):
|
| 352 |
+
data['timestamp'] = data['timestamp'].to_datetime()
|
| 353 |
+
loaded_messages.append({'id': doc.id, **data})
|
| 354 |
+
return loaded_messages
|
| 355 |
+
except Exception as e:
|
| 356 |
+
st.error(f"Error loading chat messages: {e}")
|
| 357 |
+
return []
|
| 358 |
+
|
| 359 |
+
def start_new_chat_session():
|
| 360 |
+
if not st.session_state.firebase_initialized or not st.session_state.user_id:
|
| 361 |
+
st.session_state.ollama_api_error = "Database not ready. Cannot start new chat."
|
| 362 |
+
return
|
| 363 |
+
|
| 364 |
+
if not st.session_state.is_loading:
|
| 365 |
+
st.session_state.is_loading = True
|
| 366 |
+
st.session_state.ollama_api_error = None
|
| 367 |
+
st.session_state.input_message = ''
|
| 368 |
+
st.session_state.messages = []
|
| 369 |
+
|
| 370 |
+
try:
|
| 371 |
+
new_chat_ref = get_chats_collection_ref(st.session_state.db, st.session_state.user_id).add({
|
| 372 |
+
'createdAt': firestore.SERVER_TIMESTAMP,
|
| 373 |
+
'title': "New Chat"
|
| 374 |
+
})
|
| 375 |
+
st.session_state.current_chat_id = new_chat_ref[1].id
|
| 376 |
+
print(f"New chat session started: {st.session_state.current_chat_id}")
|
| 377 |
+
except Exception as e:
|
| 378 |
+
st.session_state.ollama_api_error = f"Failed to start new chat: {e}"
|
| 379 |
+
print(f"Error starting new chat: {e}")
|
| 380 |
+
finally:
|
| 381 |
+
st.session_state.is_loading = False
|
| 382 |
+
st.rerun()
|
| 383 |
+
|
| 384 |
+
def send_message():
|
| 385 |
+
user_message_content = st.session_state.input_message.strip()
|
| 386 |
+
|
| 387 |
+
if not user_message_content or st.session_state.is_loading:
|
| 388 |
+
return
|
| 389 |
+
|
| 390 |
+
if not st.session_state.firebase_initialized or not st.session_state.user_id:
|
| 391 |
+
st.session_state.ollama_api_error = "Database not ready. Cannot send message. Please log in."
|
| 392 |
+
return
|
| 393 |
+
|
| 394 |
+
st.session_state.is_loading = True
|
| 395 |
+
st.session_state.ollama_api_error = None
|
| 396 |
+
|
| 397 |
+
if not st.session_state.current_chat_id:
|
| 398 |
+
st.session_state.is_loading = False
|
| 399 |
+
start_new_chat_session()
|
| 400 |
+
return
|
| 401 |
+
|
| 402 |
+
chat_messages_ref = get_chats_collection_ref(st.session_state.db, st.session_state.user_id).document(st.session_state.current_chat_id).collection("messages")
|
| 403 |
+
|
| 404 |
+
user_message_data = {
|
| 405 |
+
'role': 'user',
|
| 406 |
+
'content': user_message_content,
|
| 407 |
+
'timestamp': firestore.SERVER_TIMESTAMP,
|
| 408 |
+
}
|
| 409 |
+
try:
|
| 410 |
+
chat_messages_ref.add(user_message_data)
|
| 411 |
+
st.session_state.messages.append({'id': 'temp_user', 'role': 'user', 'content': user_message_content, 'timestamp': datetime.now()})
|
| 412 |
+
st.session_state.input_message = ''
|
| 413 |
+
except Exception as e:
|
| 414 |
+
st.session_state.ollama_api_error = f"Failed to save user message: {e}"
|
| 415 |
+
st.session_state.is_loading = False
|
| 416 |
+
st.rerun()
|
| 417 |
+
return
|
| 418 |
+
|
| 419 |
+
if st.session_state.current_chat_id and st.session_state.messages and len(st.session_state.messages) == 1:
|
| 420 |
+
try:
|
| 421 |
+
get_chats_collection_ref(st.session_state.db, st.session_state.user_id).document(st.session_state.current_chat_id).update({
|
| 422 |
+
'title': user_message_content[:50] + "..." if len(user_message_content) > 50 else user_message_content
|
| 423 |
+
})
|
| 424 |
+
except Exception as e:
|
| 425 |
+
print(f"Warning: Could not update new chat title: {e}")
|
| 426 |
+
|
| 427 |
+
ollama_messages = [{'role': msg['role'], 'content': msg['content']} for msg in st.session_state.messages]
|
| 428 |
+
|
| 429 |
+
try:
|
| 430 |
+
response = requests.post(
|
| 431 |
+
f'{OLLAMA_API_BASE_URL}/api/chat',
|
| 432 |
+
json={
|
| 433 |
+
'model': OLLAMA_MODEL_NAME,
|
| 434 |
+
'messages': ollama_messages,
|
| 435 |
+
'stream': False,
|
| 436 |
+
'options': {
|
| 437 |
+
'temperature': 0.7,
|
| 438 |
+
'num_predict': 2048, # CRUCIAL: Increased max tokens for full responses
|
| 439 |
+
'top_p': 0.9,
|
| 440 |
+
},
|
| 441 |
+
},
|
| 442 |
+
timeout=120
|
| 443 |
+
)
|
| 444 |
+
response.raise_for_status()
|
| 445 |
+
result = response.json()
|
| 446 |
+
st.session_state.raw_ollama_response = json.dumps(result, indent=2) # Store raw response
|
| 447 |
+
|
| 448 |
+
assistant_response_content = result.get('message', {}).get('content', "No response from model.")
|
| 449 |
+
|
| 450 |
+
chat_messages_ref.add({
|
| 451 |
+
'role': 'assistant',
|
| 452 |
+
'content': assistant_response_content,
|
| 453 |
+
'timestamp': firestore.SERVER_TIMESTAMP,
|
| 454 |
+
})
|
| 455 |
+
st.session_state.messages.append({'id': 'temp_assistant', 'role': 'assistant', 'content': assistant_response_content, 'timestamp': datetime.now()})
|
| 456 |
+
|
| 457 |
+
except requests.exceptions.Timeout:
|
| 458 |
+
st.session_state.ollama_api_error = "Ollama connection timed out."
|
| 459 |
+
print("Ollama connection timed out.")
|
| 460 |
+
except requests.exceptions.RequestException as e:
|
| 461 |
+
st.session_state.ollama_api_error = f"Ollama connection error: {e}. Is the Ollama server running and accessible?"
|
| 462 |
+
print(f"Ollama connection error: {e}")
|
| 463 |
+
except json.JSONDecodeError:
|
| 464 |
+
st.session_state.ollama_api_error = "Ollama returned an unreadable response. Check server logs."
|
| 465 |
+
print(f"Ollama JSON decode error: {response.text if 'response' in locals() else 'No response'}")
|
| 466 |
+
except Exception as e:
|
| 467 |
+
st.session_state.ollama_api_error = f"An unexpected error occurred: {e}"
|
| 468 |
+
print(f"General Ollama error: {e}")
|
| 469 |
+
finally:
|
| 470 |
+
st.session_state.is_loading = False
|
| 471 |
+
st.rerun()
|
| 472 |
+
|
| 473 |
+
# --- UI Page Components ---
|
| 474 |
+
|
| 475 |
+
def auth_ui():
|
| 476 |
+
st.title("Welcome to Code Mentor AI")
|
| 477 |
+
st.markdown("---")
|
| 478 |
+
st.warning("""
|
| 479 |
+
**Security Warning:** For demonstration purposes, this app uses a simplified username/password login.
|
| 480 |
+
In a production environment, user-facing authentication should be handled by Firebase Client SDK
|
| 481 |
+
or a secure backend API, not directly via Admin SDK in the frontend.
|
| 482 |
+
""")
|
| 483 |
+
|
| 484 |
+
auth_tab = st.tabs(["Login", "Sign Up"])
|
| 485 |
+
|
| 486 |
+
with auth_tab[0]:
|
| 487 |
+
st.subheader("Login")
|
| 488 |
+
with st.form("login_form"):
|
| 489 |
+
login_username = st.text_input("Username", key="login_username_input")
|
| 490 |
+
login_password = st.text_input("Password", type="password", key="login_password_input")
|
| 491 |
+
login_submitted = st.form_submit_button("Login")
|
| 492 |
+
|
| 493 |
+
if login_submitted:
|
| 494 |
+
if login_username and login_password:
|
| 495 |
+
login_user(login_username, login_password)
|
| 496 |
+
else:
|
| 497 |
+
st.error("Please enter both username and password.")
|
| 498 |
+
|
| 499 |
+
with auth_tab[1]:
|
| 500 |
+
st.subheader("Sign Up")
|
| 501 |
+
with st.form("signup_form"):
|
| 502 |
+
signup_username = st.text_input("New Username", key="signup_username_input")
|
| 503 |
+
signup_password = st.text_input("New Password", type="password", key="signup_password_input")
|
| 504 |
+
signup_submitted = st.form_submit_button("Sign Up")
|
| 505 |
+
|
| 506 |
+
if signup_submitted:
|
| 507 |
+
if signup_username and signup_password:
|
| 508 |
+
signup_user(signup_username, signup_password)
|
| 509 |
+
else:
|
| 510 |
+
st.error("Please enter both username and password.")
|
| 511 |
+
|
| 512 |
+
def dashboard_ui():
|
| 513 |
+
# Header buttons (Dark Mode, Profile) - Placeholder functionality
|
| 514 |
+
header_cols = st.columns([0.8, 0.1, 0.1])
|
| 515 |
+
with header_cols[1]:
|
| 516 |
+
st.button("๐", key="dark_mode_btn", help="Toggle Dark Mode")
|
| 517 |
+
with header_cols[2]:
|
| 518 |
+
if st.button("๐ค", key="profile_btn", help="User Profile"):
|
| 519 |
+
st.session_state.current_page = 'settings' # Go to settings on profile click
|
| 520 |
+
st.rerun()
|
| 521 |
+
|
| 522 |
+
st.title("Coding Instructor AI")
|
| 523 |
+
st.markdown("---")
|
| 524 |
+
|
| 525 |
+
# --- Popular Topics ---
|
| 526 |
+
st.markdown("""
|
| 527 |
+
<div class="popular-topics-card">
|
| 528 |
+
<h3><span style="color: #F8B400; font-size: 1.2rem;">๐ก</span> Popular Topics</h3>
|
| 529 |
+
<ul>
|
| 530 |
+
<li>JavaScript Closures</li>
|
| 531 |
+
<li>Python Decorators</li>
|
| 532 |
+
<li>React Hooks</li>
|
| 533 |
+
<li>Recursion Patterns</li>
|
| 534 |
+
<li>Async/Await</li>
|
| 535 |
+
</ul>
|
| 536 |
+
</div>
|
| 537 |
+
""", unsafe_allow_html=True)
|
| 538 |
+
|
| 539 |
+
st.markdown("<br>", unsafe_allow_html=True)
|
| 540 |
+
|
| 541 |
+
# --- Stats Cards ---
|
| 542 |
+
col1, col2 = st.columns(2)
|
| 543 |
+
with col1:
|
| 544 |
+
st.markdown('<div class="stat-card"><h3>Questions Solved</h3><p>1,248</p></div>', unsafe_allow_html=True)
|
| 545 |
+
with col2:
|
| 546 |
+
st.markdown('<div class="stat-card"><h3>Languages</h3><p>24</p></div>', unsafe_allow_html=True)
|
| 547 |
+
|
| 548 |
+
st.markdown("<br>", unsafe_allow_html=True)
|
| 549 |
+
|
| 550 |
+
# --- Ask a Coding Question Section ---
|
| 551 |
+
st.subheader("๐ฌ Ask a Coding Question")
|
| 552 |
+
|
| 553 |
+
# How to use info box
|
| 554 |
+
st.markdown("""
|
| 555 |
+
<div class="info-box">
|
| 556 |
+
<strong>โ How to use:</strong> Ask any coding-related question in any programming language. The AI is specialized to help with coding problems and concepts.
|
| 557 |
+
<br>For non-coding questions, responses may be unpredictable.
|
| 558 |
+
</div>
|
| 559 |
+
""", unsafe_allow_html=True)
|
| 560 |
+
|
| 561 |
+
# Initial load of messages for the current chat ID
|
| 562 |
+
if st.session_state.current_chat_id and not st.session_state.messages:
|
| 563 |
+
with st.spinner("Loading chat..."):
|
| 564 |
+
st.session_state.messages = load_chat_messages(st.session_state.current_chat_id)
|
| 565 |
+
time.sleep(0.5)
|
| 566 |
+
|
| 567 |
+
# Display messages
|
| 568 |
+
chat_container = st.container(height=400, border=False)
|
| 569 |
+
with chat_container:
|
| 570 |
+
if not st.session_state.messages and not st.session_state.is_loading:
|
| 571 |
+
st.session_state.messages.append({"role": "assistant", "content": "How can I help you with your coding questions today?", "timestamp": datetime.now()})
|
| 572 |
+
# No rerun here, let the main loop handle it to avoid infinite reruns on first load
|
| 573 |
+
|
| 574 |
+
for msg in st.session_state.messages:
|
| 575 |
+
message_class = "st-chat-message-user" if msg['role'] == 'user' else "st-chat-message-assistant"
|
| 576 |
+
st.markdown(f'<div class="stChatMessage {message_class}">', unsafe_allow_html=True)
|
| 577 |
+
st.markdown(msg['content'])
|
| 578 |
+
if 'timestamp' in msg and msg['timestamp']:
|
| 579 |
+
st.caption(f"Sent: {msg['timestamp'].strftime('%Y-%m-%d %H:%M:%S')}")
|
| 580 |
+
st.markdown('</div>', unsafe_allow_html=True)
|
| 581 |
+
|
| 582 |
+
if st.session_state.ollama_api_error:
|
| 583 |
+
st.error(st.session_state.ollama_api_error)
|
| 584 |
+
|
| 585 |
+
with st.form("chat_form", clear_on_submit=True):
|
| 586 |
+
user_input = st.text_input(
|
| 587 |
+
"Your Coding Question",
|
| 588 |
+
key="chat_input_text",
|
| 589 |
+
placeholder="e.g., Explain closures in JavaScript. How to implement binary search in Python. What is recursion?",
|
| 590 |
+
disabled=st.session_state.is_loading or not st.session_state.user_id,
|
| 591 |
+
label_visibility="visible"
|
| 592 |
+
)
|
| 593 |
+
|
| 594 |
+
col_send_new = st.columns([1, 1])
|
| 595 |
+
with col_send_new[0]:
|
| 596 |
+
send_button = st.form_submit_button(
|
| 597 |
+
"Ask Coding Instructor",
|
| 598 |
+
disabled=st.session_state.is_loading or not user_input.strip() or not st.session_state.user_id,
|
| 599 |
+
help="Send your coding question to the AI.",
|
| 600 |
+
use_container_width=True
|
| 601 |
+
)
|
| 602 |
+
with col_send_new[1]:
|
| 603 |
+
new_chat_button = st.form_submit_button(
|
| 604 |
+
"Start New Chat",
|
| 605 |
+
disabled=st.session_state.is_loading or not st.session_state.user_id,
|
| 606 |
+
help="Clear current chat and start a new conversation.",
|
| 607 |
+
use_container_width=True
|
| 608 |
+
)
|
| 609 |
+
|
| 610 |
+
if send_button:
|
| 611 |
+
st.session_state.input_message = user_input
|
| 612 |
+
send_message()
|
| 613 |
+
elif new_chat_button:
|
| 614 |
+
start_new_chat_session()
|
| 615 |
+
|
| 616 |
+
|
| 617 |
+
def history_ui():
|
| 618 |
+
st.title("๐ Chat History")
|
| 619 |
+
st.markdown("---")
|
| 620 |
+
if not st.session_state.firebase_initialized or not st.session_state.user_id:
|
| 621 |
+
st.warning("Database not ready or user not logged in. Cannot load history.")
|
| 622 |
+
return
|
| 623 |
+
|
| 624 |
+
st.write(f"Logged in as: **{st.session_state.user_name}** (User ID: `{st.session_state.user_id}`)")
|
| 625 |
+
|
| 626 |
+
try:
|
| 627 |
+
chats_ref = get_chats_collection_ref(st.session_state.db, st.session_state.user_id)
|
| 628 |
+
chat_docs = chats_ref.order_by('createdAt', direction=firestore.Query.DESCENDING).get()
|
| 629 |
+
|
| 630 |
+
if not chat_docs:
|
| 631 |
+
st.info("No chat sessions found. Start a new chat from the Dashboard!")
|
| 632 |
+
return
|
| 633 |
+
|
| 634 |
+
for chat_doc in chat_docs:
|
| 635 |
+
chat_data = chat_doc.to_dict()
|
| 636 |
+
chat_id = chat_doc.id
|
| 637 |
+
created_at = chat_data.get('createdAt')
|
| 638 |
+
if created_at and hasattr(created_at, 'strftime'):
|
| 639 |
+
created_at_str = created_at.strftime('%Y-%m-%d %H:%M')
|
| 640 |
+
else:
|
| 641 |
+
created_at_str = "Unknown Date"
|
| 642 |
+
|
| 643 |
+
title = chat_data.get('title', f"Chat ({created_at_str})")
|
| 644 |
+
|
| 645 |
+
col_chat, col_delete = st.columns([5, 1])
|
| 646 |
+
with col_chat:
|
| 647 |
+
if st.button(f"**{title}**", key=f"chat_{chat_id}_select", use_container_width=True):
|
| 648 |
+
st.session_state.current_chat_id = chat_id
|
| 649 |
+
st.session_state.messages = load_chat_messages(chat_id)
|
| 650 |
+
st.session_state.current_page = 'dashboard'
|
| 651 |
+
st.rerun()
|
| 652 |
+
with col_delete:
|
| 653 |
+
if st.button("Delete", key=f"chat_{chat_id}_delete", use_container_width=True):
|
| 654 |
+
# Confirmation for deletion
|
| 655 |
+
if st.checkbox(f"Confirm delete '{title}'?", key=f"confirm_del_{chat_id}"):
|
| 656 |
+
delete_chat_and_messages(chat_id, chats_ref)
|
| 657 |
+
st.success(f"Chat '{title}' deleted.")
|
| 658 |
+
st.rerun()
|
| 659 |
+
except Exception as e:
|
| 660 |
+
st.error(f"Error fetching chat history: {e}")
|
| 661 |
+
|
| 662 |
+
def delete_chat_and_messages(chat_id, chats_ref):
|
| 663 |
+
messages_ref = chats_ref.document(chat_id).collection("messages")
|
| 664 |
+
for msg_doc in messages_ref.get():
|
| 665 |
+
msg_doc.reference.delete()
|
| 666 |
+
chats_ref.document(chat_id).delete()
|
| 667 |
+
if st.session_state.current_chat_id == chat_id:
|
| 668 |
+
st.session_state.current_chat_id = None
|
| 669 |
+
st.session_state.messages = []
|
| 670 |
+
|
| 671 |
+
|
| 672 |
+
def tutorials_ui():
|
| 673 |
+
st.title("๐ Tutorials")
|
| 674 |
+
st.markdown("---")
|
| 675 |
+
st.info("This section is under construction. Future updates will include interactive coding tutorials!")
|
| 676 |
+
|
| 677 |
+
def playground_ui():
|
| 678 |
+
st.title("โถ๏ธ Playground")
|
| 679 |
+
st.markdown("---")
|
| 680 |
+
st.info("This section is under construction. Future updates will include a coding playground to test your code.")
|
| 681 |
+
|
| 682 |
+
def settings_ui():
|
| 683 |
+
st.title("โ๏ธ Settings")
|
| 684 |
+
st.markdown("---")
|
| 685 |
+
if not st.session_state.firebase_initialized or not st.session_state.user_id:
|
| 686 |
+
st.warning("Database not ready or user not logged in. Cannot load/save settings.")
|
| 687 |
+
return
|
| 688 |
+
|
| 689 |
+
settings_doc_ref = get_settings_doc_ref(st.session_state.db, st.session_state.user_id)
|
| 690 |
+
|
| 691 |
+
if not st.session_state.loaded_user_name:
|
| 692 |
+
try:
|
| 693 |
+
settings_snap = settings_doc_ref.get()
|
| 694 |
+
if settings_snap.exists:
|
| 695 |
+
st.session_state.user_name = settings_snap.to_dict().get('userName', '')
|
| 696 |
+
st.session_state.loaded_user_name = True
|
| 697 |
+
except Exception as e:
|
| 698 |
+
st.error(f"Error loading user settings: {e}")
|
| 699 |
+
st.session_state.loaded_user_name = True
|
| 700 |
+
|
| 701 |
+
new_user_name = st.text_input("Your Name:", value=st.session_state.user_name, key="settings_user_name_input")
|
| 702 |
+
if st.button("Save Settings"):
|
| 703 |
+
if new_user_name.strip():
|
| 704 |
+
try:
|
| 705 |
+
settings_doc_ref.set({'userName': new_user_name.strip()}, merge=True)
|
| 706 |
+
st.session_state.user_name = new_user_name.strip()
|
| 707 |
+
st.success("Settings saved successfully!")
|
| 708 |
+
except Exception as e:
|
| 709 |
+
st.error(f"Failed to save settings: {e}")
|
| 710 |
+
else:
|
| 711 |
+
st.warning("User name cannot be empty.")
|
| 712 |
+
|
| 713 |
+
st.info(f"Your current User ID: `{st.session_state.user_id}`")
|
| 714 |
+
if st.session_state.user_email:
|
| 715 |
+
st.info(f"Your associated email: `{st.session_state.user_email}`")
|
| 716 |
+
st.markdown("---")
|
| 717 |
+
st.write("### Authentication Status")
|
| 718 |
+
st.write("For persistent data across sessions, ensure your Hugging Face Space is configured with persistent authentication or link your account.")
|
| 719 |
+
st.write("Currently, the app uses a session-based ID or the `__initial_auth_token` provided by the Canvas environment.")
|
| 720 |
+
|
| 721 |
+
st.button("Logout", on_click=logout_user)
|
| 722 |
+
|
| 723 |
+
st.markdown("---")
|
| 724 |
+
st.write("### Raw Ollama Response (Debug)")
|
| 725 |
+
if st.session_state.raw_ollama_response:
|
| 726 |
+
st.code(st.session_state.raw_ollama_response, language="json")
|
| 727 |
+
else:
|
| 728 |
+
st.info("No raw Ollama response available yet. Send a message in the chat to see it here.")
|
| 729 |
+
|
| 730 |
+
|
| 731 |
+
# --- Main App Navigation and Page Rendering ---
|
| 732 |
+
# Sidebar navigation
|
| 733 |
+
with st.sidebar:
|
| 734 |
+
st.markdown("## ๐ค Code Mentor AI")
|
| 735 |
+
|
| 736 |
+
if st.session_state.user_id: # Show user name if logged in
|
| 737 |
+
st.markdown(f"<p style='text-align: center; color: #69BFF8; font-weight: bold;'>Welcome, {st.session_state.user_name}!</p>", unsafe_allow_html=True)
|
| 738 |
+
|
| 739 |
+
st.markdown("<br>", unsafe_allow_html=True)
|
| 740 |
+
|
| 741 |
+
def set_page_and_rerun(page_name):
|
| 742 |
+
st.session_state.current_page = page_name
|
| 743 |
+
st.rerun()
|
| 744 |
+
|
| 745 |
+
# Dashboard button
|
| 746 |
+
dashboard_button_class = "sidebar-button-active" if st.session_state.current_page == "dashboard" else ""
|
| 747 |
+
st.markdown(f'<button class="stButton secondary-button {dashboard_button_class}" onclick="window.parent.document.querySelector(\'[data-testid=stSidebar] button[key=sidebar_dashboard]\').click()" key="sidebar_dashboard">๐ฌ Dashboard</button>', unsafe_allow_html=True)
|
| 748 |
+
st.button("Dashboard", on_click=set_page_and_rerun, args=("dashboard",), key="sidebar_dashboard",
|
| 749 |
+
type="secondary", use_container_width=True,
|
| 750 |
+
help="Go to the main dashboard")
|
| 751 |
+
|
| 752 |
+
# History button
|
| 753 |
+
history_button_class = "sidebar-button-active" if st.session_state.current_page == "history" else ""
|
| 754 |
+
st.markdown(f'<button class="stButton secondary-button {history_button_class}" onclick="window.parent.document.querySelector(\'[data-testid=stSidebar] button[key=sidebar_history]\').click()" key="sidebar_history">๐ History</button>', unsafe_allow_html=True)
|
| 755 |
+
st.button("History", on_click=set_page_and_rerun, args=("history",), key="sidebar_history",
|
| 756 |
+
type="secondary", use_container_width=True,
|
| 757 |
+
help="View your past conversations")
|
| 758 |
+
|
| 759 |
+
# Tutorials button
|
| 760 |
+
tutorials_button_class = "sidebar-button-active" if st.session_state.current_page == "tutorials" else ""
|
| 761 |
+
st.markdown(f'<button class="stButton secondary-button {tutorials_button_class}" onclick="window.parent.document.querySelector(\'[data-testid=stSidebar] button[key=sidebar_tutorials]\').click()" key="sidebar_tutorials">๐ Tutorials</button>', unsafe_allow_html=True)
|
| 762 |
+
st.button("Tutorials", on_click=set_page_and_rerun, args=("tutorials",), key="sidebar_tutorials",
|
| 763 |
+
type="secondary", use_container_width=True,
|
| 764 |
+
help="Access coding tutorials")
|
| 765 |
+
|
| 766 |
+
# Playground button
|
| 767 |
+
playground_button_class = "sidebar-button-active" if st.session_state.current_page == "playground" else ""
|
| 768 |
+
st.markdown(f'<button class="stButton secondary-button {playground_button_class}" onclick="window.parent.document.querySelector(\'[data-testid=stSidebar] button[key=sidebar_playground]\').click()" key="sidebar_playground">โถ๏ธ Playground</button>', unsafe_allow_html=True)
|
| 769 |
+
st.button("Playground", on_click=set_page_and_rerun, args=("playground",), key="sidebar_playground",
|
| 770 |
+
type="secondary", use_container_width=True,
|
| 771 |
+
help="Experiment with code snippets")
|
| 772 |
+
|
| 773 |
+
# Settings button
|
| 774 |
+
settings_button_class = "sidebar-button-active" if st.session_state.current_page == "settings" else ""
|
| 775 |
+
st.markdown(f'<button class="stButton secondary-button {settings_button_class}" onclick="window.parent.document.querySelector(\'[data-testid=stSidebar] button[key=sidebar_settings]\').click()" key="sidebar_settings">โ๏ธ Settings</button>', unsafe_allow_html=True)
|
| 776 |
+
st.button("Settings", on_click=set_page_and_rerun, args=("settings",), key="sidebar_settings",
|
| 777 |
+
type="secondary", use_container_width=True,
|
| 778 |
+
help="Adjust application settings")
|
| 779 |
+
|
| 780 |
+
st.markdown("""
|
| 781 |
+
---
|
| 782 |
+
<div style="text-align:center; color: #94A3B8; font-size: 0.8rem;">
|
| 783 |
+
Code Mentor AI v2.0<br>
|
| 784 |
+
Powered by Streamlit & Ollama
|
| 785 |
+
</div>
|
| 786 |
+
""", unsafe_allow_html=True)
|
| 787 |
+
|
| 788 |
+
|
| 789 |
+
# Render Current Page based on st.session_state.current_page
|
| 790 |
+
if not st.session_state.user_id:
|
| 791 |
+
auth_ui()
|
| 792 |
+
elif st.session_state.current_page == 'dashboard':
|
| 793 |
+
dashboard_ui()
|
| 794 |
+
elif st.session_state.current_page == 'history':
|
| 795 |
+
history_ui()
|
| 796 |
+
elif st.session_state.current_page == 'tutorials':
|
| 797 |
+
tutorials_ui()
|
| 798 |
+
elif st.session_state.current_page == 'playground':
|
| 799 |
+
playground_ui()
|
| 800 |
+
elif st.session_state.current_page == 'settings':
|
| 801 |
+
settings_ui()
|
| 802 |
+
|
| 803 |
+
# Initial chat session creation on first run if no chat is selected and user is logged in
|
| 804 |
+
if (st.session_state.firebase_initialized and st.session_state.user_id and
|
| 805 |
+
st.session_state.current_page == 'dashboard' and
|
| 806 |
+
not st.session_state.current_chat_id and
|
| 807 |
+
not st.session_state.messages):
|
| 808 |
+
start_new_chat_session()
|