final updates before deployment

src/pages/Home.tsx

@@ -1,5 +1,5 @@
 import React from 'react';
-import { ArrowRight, Brain, Sparkles, Users, FileText, Zap, Shield, MessageSquare } from 'lucide-react';
+import { ArrowRight, Brain, Sparkles, FileText, Zap, Shield, MessageSquare, Mail, Search, History, Link2, BarChart2 } from 'lucide-react';
 import { Link } from 'react-router-dom';
 import { Button } from '../components/ui/Button';
 import { Header } from '../components/layout/Header';
@@ -74,9 +74,9 @@ function Home() {
                 <div className="h-12 w-12 rounded-full bg-primary/10 flex items-center justify-center mb-4 group-hover:scale-110 transition-transform">
                   <Brain className="h-6 w-6 text-primary" />
                 </div>
-                <h3 className="text-xl font-semibold mb-2">Intelligent Analysis</h3>
+                <h3 className="text-xl font-semibold mb-2">AI Task Automation</h3>
                 <p className="text-muted-foreground">
-                  Advanced RAG system processes your documents with 95% accuracy for precise answers.
+                  Handles complex tasks like email composition, web search, and file retrieval with 95% accuracy.
                 </p>
               </div>
 
@@ -84,24 +84,97 @@ function Home() {
                 <div className="h-12 w-12 rounded-full bg-primary/10 flex items-center justify-center mb-4 group-hover:scale-110 transition-transform">
                   <Sparkles className="h-6 w-6 text-primary" />
                 </div>
-                <h3 className="text-xl font-semibold mb-2">Smart Retrieval</h3>
+                <h3 className="text-xl font-semibold mb-2">Context-Aware Retrieval</h3>
                 <p className="text-muted-foreground">
-                  Context-aware document retrieval with semantic understanding of your content.
+                  Dynamically accesses and references files with intelligent preprocessing for better task execution.
                 </p>
               </div>
 
               <div className="p-6 rounded-2xl bg-card border hover:shadow-lg transition-all group">
                 <div className="h-12 w-12 rounded-full bg-primary/10 flex items-center justify-center mb-4 group-hover:scale-110 transition-transform">
-                  <Users className="h-6 w-6 text-primary" />
+                  <Shield className="h-6 w-6 text-primary" />
                 </div>
-                <h3 className="text-xl font-semibold mb-2">Source Attribution</h3>
+                <h3 className="text-xl font-semibold mb-2">Secure & Fast</h3>
                 <p className="text-muted-foreground">
-                  Transparent source referencing and attribution for all retrieved information.
+                  Zero-breach security with optimized performance, reducing API calls by 40% for faster responses.
                 </p>
               </div>
             </div>
           </section>
 
+          {/* AI Capabilities Section */}
+          <section className="py-20 bg-secondary/30 -mx-4 px-4">
+            <div className="max-w-6xl mx-auto">
+              <div className="text-center mb-16">
+                <h2 className="text-3xl font-bold mb-4">Advanced AI Capabilities</h2>
+                <p className="text-muted-foreground max-w-2xl mx-auto">
+                  Experience the power of our AI agent with these cutting-edge features.
+                </p>
+              </div>
+              <div className="grid md:grid-cols-2 lg:grid-cols-3 gap-8">
+                <div className="bg-background/70 backdrop-blur-sm p-6 rounded-2xl border shadow-sm hover:shadow-md transition-all">
+                  <div className="h-12 w-12 rounded-xl bg-primary/10 flex items-center justify-center mb-4">
+                    <Mail className="h-6 w-6 text-primary" />
+                  </div>
+                  <h3 className="text-lg font-semibold mb-2">Email Automation</h3>
+                  <p className="text-sm text-muted-foreground">
+                    Generates and sends professional emails tailored to your needs with context awareness.
+                  </p>
+                </div>
+
+                <div className="bg-background/70 backdrop-blur-sm p-6 rounded-2xl border shadow-sm hover:shadow-md transition-all">
+                  <div className="h-12 w-12 rounded-xl bg-primary/10 flex items-center justify-center mb-4">
+                    <Search className="h-6 w-6 text-primary" />
+                  </div>
+                  <h3 className="text-lg font-semibold mb-2">Intelligent Search</h3>
+                  <p className="text-sm text-muted-foreground">
+                    Conducts targeted web searches and provides concise, relevant summaries of results.
+                  </p>
+                </div>
+
+                <div className="bg-background/70 backdrop-blur-sm p-6 rounded-2xl border shadow-sm hover:shadow-md transition-all">
+                  <div className="h-12 w-12 rounded-xl bg-primary/10 flex items-center justify-center mb-4">
+                    <FileText className="h-6 w-6 text-primary" />
+                  </div>
+                  <h3 className="text-lg font-semibold mb-2">File Integration</h3>
+                  <p className="text-sm text-muted-foreground">
+                    Seamlessly retrieves and uses files as references for providing contextual responses.
+                  </p>
+                </div>
+
+                <div className="bg-background/70 backdrop-blur-sm p-6 rounded-2xl border shadow-sm hover:shadow-md transition-all">
+                  <div className="h-12 w-12 rounded-xl bg-primary/10 flex items-center justify-center mb-4">
+                    <History className="h-6 w-6 text-primary" />
+                  </div>
+                  <h3 className="text-lg font-semibold mb-2">Context Retention</h3>
+                  <p className="text-sm text-muted-foreground">
+                    Maintains conversation history for seamless and continuous task execution.
+                  </p>
+                </div>
+
+                <div className="bg-background/70 backdrop-blur-sm p-6 rounded-2xl border shadow-sm hover:shadow-md transition-all">
+                  <div className="h-12 w-12 rounded-xl bg-primary/10 flex items-center justify-center mb-4">
+                    <Link2 className="h-6 w-6 text-primary" />
+                  </div>
+                  <h3 className="text-lg font-semibold mb-2">Source Attribution</h3>
+                  <p className="text-sm text-muted-foreground">
+                    Provides transparent referencing of all retrieved information and sources.
+                  </p>
+                </div>
+
+                <div className="bg-background/70 backdrop-blur-sm p-6 rounded-2xl border shadow-sm hover:shadow-md transition-all">
+                  <div className="h-12 w-12 rounded-xl bg-primary/10 flex items-center justify-center mb-4">
+                    <BarChart2 className="h-6 w-6 text-primary" />
+                  </div>
+                  <h3 className="text-lg font-semibold mb-2">Performance Metrics</h3>
+                  <p className="text-sm text-muted-foreground">
+                    Sub-second task execution with 95% accuracy and optimized local storage.
+                  </p>
+                </div>
+              </div>
+            </div>
+          </section>
+
           {/* How It Works Section */}
           <section className="py-20 bg-secondary/30 -mx-4 px-4">
             <div className="max-w-6xl mx-auto">

src/pages/dashboard/ask.tsx

@@ -252,9 +252,9 @@ export default function AskQuestion() {
                     <div className="rounded-full bg-purple-500/20 p-6 mb-8">
                       <div className="h-16 w-16 rounded-full bg-gradient-to-br from-purple-300 to-purple-500 shadow-lg" />
                     </div>
-                    <h2 className="text-xl font-semibold mb-2">Welcome to StudyAI Chat</h2>
+                    <h2 className="text-xl font-semibold mb-2">Welcome to your AI AGENT</h2>
                     <p className="text-sm text-muted-foreground mb-6">
-                      Start a new chat to begin asking questions about your study materials
+                      Start a new chat to begin automating your tasks
                     </p>
                     <Button
                       onClick={handleNewChat}
@@ -264,7 +264,7 @@ export default function AskQuestion() {
                       Start New Chat
                     </Button>
                     <div className="w-full text-left">
-                      <p className="text-sm font-medium mb-3">Example questions you can ask:</p>
+                      <p className="text-sm font-medium mb-3">Current Tools:</p>
                       <div className="space-y-2">
                         <Button
                           variant="outline"
@@ -274,7 +274,7 @@ export default function AskQuestion() {
                             setQuestion("Generate a summary of my uploaded materials");
                           }}
                         >
-                          Generate Summary
+                          Email Assistant
                         </Button>
                         <Button
                           variant="outline"
@@ -284,7 +284,7 @@ export default function AskQuestion() {
                             setQuestion("What are the key concepts I should focus on?");
                           }}
                         >
-                          What are the key concepts?
+                          Research Assistant
                         </Button>
                         <Button
                           variant="outline"
@@ -294,7 +294,7 @@ export default function AskQuestion() {
                             setQuestion("Create a study plan based on my materials");
                           }}
                         >
-                          Create a study plan
+                          Vector Database Assistant
                         </Button>
                       </div>
                     </div>
@@ -318,21 +318,21 @@ export default function AskQuestion() {
                         className="w-full justify-start text-left"
                         onClick={() => setQuestion("Generate a summary of my uploaded materials")}
                       >
-                        Generate Summary
+                        Email Assistant
                       </Button>
                       <Button
                         variant="outline"
                         className="w-full justify-start text-left"
                         onClick={() => setQuestion("What are the key concepts I should focus on?")}
                       >
-                        What are the key concepts?
+                        Research Assistant
                       </Button>
                       <Button
                         variant="outline"
                         className="w-full justify-start text-left"
                         onClick={() => setQuestion("Create a study plan based on my materials")}
                       >
-                        Create a study plan
+                        Vector Database Assistant
                       </Button>
                     </div>
                   </div>