diff --git a/api/controllers/infopostControllers.js b/api/controllers/infopostControllers.js
index c3ec505..72b637c 100644
--- a/api/controllers/infopostControllers.js
+++ b/api/controllers/infopostControllers.js
@@ -1,11 +1,16 @@
 const asyncHandler = require("express-async-handler");
 const dotenv = require("dotenv");
+const axios = require('axios');
 dotenv.config();
 const infopostModel = require("../models/infopostModel");
 const imageModel = require("../models/imageModel");
+const userModel = require("../models/userModel");
+const { createNotification } = require("../controllers/notificationController");
 const path = require("path");
+
 // multer middleware for handling uploading images
 const multer = require("multer");
+const ROLES_LIST = require("../../config/roles_list");
 const storage = multer.diskStorage({
   destination: function (req, file, cb) {
     cb(null, "../html/uploads");
@@ -44,18 +49,29 @@ const postinfopost = asyncHandler(async (req, res) => {
           savedImages.push(image.filename);
         }
       }
+      //defining tag for the question
+      const query = req.body.body;
+      // const tag_response = await axios.post('http://localhost:5001/tag', { query });
+      // const classified_tag = tag_response.data;
       const infopost = new infopostModel({
         body: req.body.body,
         url: req.body.urls,
         images: savedImages,
+        // tag: classified_tag
       });
+      const savedInfopost = await infopost.save();
+      // Notify all students about the new infopost
+      const allStudents = await userModel.find({ role: ROLES_LIST.STUDENT });
+      const studentIds = allStudents.map(student => student.user_ID);
+      createNotification(1, studentIds, savedInfopost._id, req.body.body, false);
+
+
+
       const message = "Infopost posted successfully";
-      await infopost.save().then((data) => {
-        res.json({data,message});
-      });
+      res.json({ data: savedInfopost, message });
     });
   } catch (err) {
-    res.status(400).res.json({ message: " An error occured while posting the infopost" });
+    res.status(400).json({ message: "An error occurred while posting the infopost" });
   }
 });
 
@@ -98,7 +114,7 @@ const hideinfopost = asyncHandler(async (req, res) => {
     const message = `The infopost is ${pre}hidden now`;
     await infopostModel
       .updateOne({ _id: req.params.id }, { $set: { hidden: updatedHidden } })
-      .then((data) => res.json({data,message}));
+      .then((data) => res.json({ data, message }));
   } catch (err) {
     res.status(404).res.json({ message: "Error occured while hiding  the infopost" });
   }
@@ -119,7 +135,7 @@ const editinfopost = asyncHandler(async (req, res) => {
     const message = "Successfully edited the infopost";
     await infopostModel
       .updateOne({ _id: req.params.id }, { $set: { body: body } })
-      .then((data) => res.json({data,message}));
+      .then((data) => res.json({ data, message }));
   } catch (err) {
     res.status(400).res.json({ message: "An error occured while editing the infopost" });
   }
diff --git a/api/controllers/notificationController.js b/api/controllers/notificationController.js
new file mode 100644
index 0000000..d58f812
--- /dev/null
+++ b/api/controllers/notificationController.js
@@ -0,0 +1,47 @@
+const asyncHandler = require("express-async-handler");
+const dotenv = require("dotenv");
+dotenv.config();
+const notificationModel = require("../models/notificationModel");
+const User = require('../models/userModel');
+const path = require("path");
+const ROLES_LIST = require("../../config/roles_list");
+
+//Function for creating notifications
+const createNotification = asyncHandler(async (senderid, recipientlist, contentid, content, isquestion) => {
+  try {
+    const newNotification = new notificationModel({
+      senderid: senderid,
+      recipientlist: recipientlist,
+      contentid: contentid,
+      content: content,
+      isquestion: isquestion
+    });
+    await newNotification.save();
+    console.log("Notification created:", newNotification);
+
+
+    return newNotification;
+  } catch (err) {
+    throw new Error("An error occurred while creating notification" + err.message);
+  }
+});
+
+
+// Function to get all notifications of a particular student
+const getNotificationsByStudent = async (req, res) => {
+  try {
+    const studentId = req.params.studentId;
+
+    const notifications = await notificationModel.find({ recipientlist: studentId });
+
+    res.json({ notifications });
+  } catch (error) {
+    console.error("Error retrieving notifications:", error);
+    res.status(500).json({ error: 'An error occurred while retrieving notifications' });
+  }
+};
+
+module.exports = {
+  createNotification,
+  getNotificationsByStudent
+};
diff --git a/api/controllers/questionController.js b/api/controllers/questionController.js
index 04f4e10..e36cf6d 100644
--- a/api/controllers/questionController.js
+++ b/api/controllers/questionController.js
@@ -1,5 +1,6 @@
 /* eslint-disable no-unused-vars */
 /* eslint-disable no-undef */
+const axios = require('axios');
 const dotenv = require("dotenv");
 dotenv.config();
 const asyncHandler = require("express-async-handler"); // the function of async handler here is to handle errors in async functions. https://www.npmjs.com/package/express-async-handler
@@ -42,6 +43,8 @@ const upload = multer({
 const questionModel = require("../models/questionModel");
 const userModel = require("../models/userModel");
 const imageModel = require("../models/imageModel");
+//import the controllers
+const { createNotification } = require("../controllers/notificationController");
 
 //-------------------------------------------------------------------------------------------------------------------------------------
 
@@ -75,19 +78,24 @@ const postQuestion = asyncHandler(async (req, res) => {
       //save the images to the question model
 
       const body = req.body;
+      const is_Anonymous = body.is_Anonymous
       console.log("body :", body);
       //if no text send error
-      if(!body.body){
+      if (!body.body) {
         return res.status(400).json({ message: "Please Enter Text" });
       }
       //finding user
       const um = await userModel.findOne({ user_ID: body.user_ID });
       //not working in postman if no userid is sent
-      if(!um){
+      if (!um) {
         return res.status(404).json({ message: "User Not Found" });
       }
       console.log("user found", um);
       const message = "Question posted successfully";
+      //defining tag for the question
+      const query = body.body;
+      // const tag_response = await axios.post('http://localhost:5001/tag', { query });
+      // const classified_tag = tag_response.data;
       //creating question
       await questionModel
         .create({
@@ -96,7 +104,9 @@ const postQuestion = asyncHandler(async (req, res) => {
           body: body.body,
           images: savedImages,
           _id: qID,
+          // tag: classified_tag,
           //reason I didn't initialise comment or answer is because it used to create a default answer and comment
+          is_Anonymous: is_Anonymous,
         })
         .then(async (data) => {
           //automatic indexing of  question whenever it is posted
@@ -109,8 +119,14 @@ const postQuestion = asyncHandler(async (req, res) => {
           um.asked_questions = temp;
           await um.save();
 
-          res.json({data,message});
+          //creating tfidf embeddings
+          axios.get('http://localhost:5001/embed').then(
+            console.log('created embeddings')
+          )
+
+          res.json({ data, message });
         });
+
     });
   } catch (err) {
     res.status(400).json({ message: "Error occured while posting the question" });
@@ -158,51 +174,51 @@ const allQuestions = asyncHandler(async (_req, res) => {
       });
       res.json(data);
     })
-    .catch((err) =>   res.status(400).json({ message: "Error occured while fetching all questions" }));
+    .catch((err) => res.status(400).json({ message: "Error occured while fetching all questions" }));
 });
 
 //gets all my asked questions
 const MyQuestions = asyncHandler(async (req, res) => {
-  try{
-  await questionModel
-    .find({ user_ID: req.body.user_ID })
-    .sort({ upvotes: -1, asked_At: -1 })
-    .then((data) => {
-      //not sending hidden comments
-      let temp = [];
-      data.forEach((elm) => {
-        temp = [];
-        elm.comments.forEach((em) => {
-          if (em.hidden === false) {
-            console.log(em);
-            temp.push(em);
-          }
+  try {
+    await questionModel
+      .find({ user_ID: req.body.user_ID })
+      .sort({ upvotes: -1, asked_At: -1 })
+      .then((data) => {
+        //not sending hidden comments
+        let temp = [];
+        data.forEach((elm) => {
+          temp = [];
+          elm.comments.forEach((em) => {
+            if (em.hidden === false) {
+              console.log(em);
+              temp.push(em);
+            }
+          });
+          elm.comments = temp;
         });
-        elm.comments = temp;
-      });
-      //not sending hidden answers and hidden comments within answers
-      data.forEach((elm) => {
-        temp = [];
-        elm.answers.forEach((em) => {
-          let temp1 = [];
-          em.comments.forEach((emm) => {
-            if (emm.hidden == false) temp1.push(emm);
+        //not sending hidden answers and hidden comments within answers
+        data.forEach((elm) => {
+          temp = [];
+          elm.answers.forEach((em) => {
+            let temp1 = [];
+            em.comments.forEach((emm) => {
+              if (emm.hidden == false) temp1.push(emm);
+            });
+            em.comments = temp1;
+            if (em.hidden === false) {
+              console.log(em);
+              temp.push(em);
+            }
           });
-          em.comments = temp1;
-          if (em.hidden === false) {
-            console.log(em);
-            temp.push(em);
-          }
+          elm.answers = temp;
         });
-        elm.answers = temp;
-      });
 
-      res.json(data);
-    })
+        res.json(data);
+      })
+  }
+  catch (err) {
+    res.status(400).json({ message: "Error occured while getting my questions" });
   }
-    catch(err){
-      res.status(400).json({ message: "Error occured while getting my questions" });
-    }
 });
 
 //gets all not my questions
@@ -302,9 +318,13 @@ const answerQ = asyncHandler(async (req, res) => {
 
       const body = req.body["answers"];
       console.log("body", body);
+
       const um = await userModel.findOne({ user_ID: body.user_ID });
-      if(!um){
-        res.status(401).json({error:"User not found"})
+
+      // const um = await userModel.findOne({ user_ID: req.body.user_ID });
+      if (!um) {
+        return res.status(401).json({ error: "User not found" });
+
       }
       console.log("user model", um);
       let verified = false;
@@ -312,33 +332,47 @@ const answerQ = asyncHandler(async (req, res) => {
         verified = true;
       }
       const message = "Successfully answered the question";
+      // Update the question with the provided answer
       await questionModel
-        .updateOne(
-          { _id: req.params.qid }, // this line is to find the question with the id
+        .findByIdAndUpdate(
+          req.params.qid,
           {
             $push: {
-              answers: [
-                {
-                  body: body.body,
-                  user_ID: body.user_ID,
-                  user_Name: um.name,
-                  images: savedImages,
-                  verified: verified,
-                },
-              ],
+              answers: {
+                body: body.body,
+                user_ID: body.user_ID,
+                user_Name: um.name,
+                images: savedImages,
+                verified: verified,
+              },
             },
             $set: { status: true },
-          }
+          },
+          { new: true } // To return the updated document
         )
-        .then((data) => {
-          res.json({data,message});
+        .then(async (updatedQuestion) => {
+          // To check if the question was found and updated
+          if (!updatedQuestion) {
+            return res.status(404).json({ error: "Question not found" });
+          }
+          // Notify the student that their question has been answered
+          const studentId = updatedQuestion.user_ID;
+          const answererId = body.user_ID;
+          const notifMessage = "Your question has been answered";
+          createNotification(
+            answererId,
+            [studentId],
+            req.params.qid,
+            notifMessage,
+            true
+          );
+          res.json({ data: updatedQuestion, message });
         });
     });
   } catch (err) {
-    res.status(400).json({ message: "Error occured while answering the question" });
+    res.status(400).json({ message: "Error occurred while answering the question" });
   }
 });
-
 //Commenting
 //Commenting on a question
 //no point of keeping track of comments
@@ -347,42 +381,52 @@ const commentQ = asyncHandler(async (req, res) => {
   try {
     const cID = new mongoose.Types.ObjectId();
     const body = req.body["comments"];
+
     const um = await userModel.findOne({ user_ID: body.user_ID });
-    if(!um){
-      res.status(401).json({error:"User not found"})
+
+    // const um = await userModel.findOne({ user_ID: req.body.user_ID });
+
+    if (!um) {
+      return res.status(401).json({ error: "User not found" });
+
     }
     console.log("user model", um);
     const message = "Successfully commented on the question";
-    await questionModel
-      .updateOne(
-        { _id: req.params.qid },
-        {
-          $push: {
-            comments: [
-              {
-                _id: cID,
-                body: body.body,
-                user_ID: body.user_ID,
-                user_Name: um.name,
-              },
-            ],
+    // Update the question document by pushing the new comment
+    await questionModel.findByIdAndUpdate(
+      req.params.qid,
+      {
+        $push: {
+          comments: {
+            _id: cID,
+            body: body.body,
+            user_ID: body.user_ID,
+            user_Name: um ? um.name : 'Unknown', // Handle case where user is not found
           },
-        }
-      )
-      .then(async (data) => {
-        console.log(cID.valueOf());
-        //inserting posted comment id to user model
-
-        const temp = um.question_comments.concat([
-          { questionID: req.params.qid, commentID: cID.valueOf() },
-        ]);
-        um.question_comments = temp;
-        await um.save();
-        res.json({data,message});
-      });
+        },
+      },
+    );
+    //Notify the student that someone commented on their question
+    const studentid = (await questionModel.findById(req.params.qid)).user_ID;
+    const senderid = um.user_ID;
+    const notifMessage = "Your question has been commented on";
+    createNotification(
+      senderid,
+      [studentid],
+      req.params.qid,
+      notifMessage,
+      true
+    );
+    // Insert the posted comment ID to user model
+    const temp = um.question_comments.concat([
+      { questionID: req.params.qid, commentID: cID.valueOf() },
+    ]);
+    um.question_comments = temp;
+    await um.save();
+    res.json({ message });
   } catch (err) {
     console.log(err);
-    res.status(400).res.json({ message: "Error occured while commenting on the question" });
+    res.status(400).json({ message: "Error occurred while commenting on the question" });
   }
 });
 
@@ -396,12 +440,12 @@ const commentA = asyncHandler(async (req, res) => {
       .where("user_ID")
       .equals(body.user_ID)
       .exec();
-      if(!um){
-        res.status(404).json({ message: "User not found" });
-      }
-      if(!body.body){
-        res.status(404).json({ message: "Please Enter Text" });
-      }
+    if (!um) {
+      res.status(404).json({ message: "User not found" });
+    }
+    if (!body.body) {
+      res.status(404).json({ message: "Please Enter Text" });
+    }
     const message = "Successfully commented on the answer";
     await questionModel
       .updateOne(
@@ -438,7 +482,7 @@ const commentA = asyncHandler(async (req, res) => {
         ]);
         um.answer_comments = temp;
         await um.save();
-        res.json({data,message});
+        res.json({ data, message });
       });
   } catch (err) {
     res.status(400).json({ message: "Error" });
@@ -453,8 +497,8 @@ const upvoteQ = asyncHandler(async (req, res) => {
     .where("user_ID")
     .equals(req.body.user_ID)
     .exec();
-  if(!um){
-      res.status(404).json({ message: "User not found" });
+  if (!um) {
+    res.status(404).json({ message: "User not found" });
   }
   //ensure each user can upvote only once
   let upvote_val = 1;
@@ -483,8 +527,8 @@ const upvoteQ = asyncHandler(async (req, res) => {
       }
       um.upvoted_questions = temp;
       await um.save();
-      const message =`${pre}pvoted successfully`;
-      res.json({ val: upvote_val , message});
+      const message = `${pre}pvoted successfully`;
+      res.json({ val: upvote_val, message });
     });
 });
 
@@ -534,8 +578,8 @@ const upvoteA = asyncHandler(async (req, res) => {
       }
       um.upvoted_answers = temp;
       await um.save();
-      const message =`${pre}pvoted successfully`;
-      res.json({ val: upvote_val,message });
+      const message = `${pre}pvoted successfully`;
+      res.json({ val: upvote_val, message });
     })
     .catch((err) => res.status(400).json({ message: "Error occured while upvoting the answer" }));
 });
@@ -555,8 +599,8 @@ const hideQ = asyncHandler(async (req, res) => {
 
   await questionModel
     .updateOne({ _id: req.params.qid }, { $set: { hidden: updatedHidden } })
-    .then((data) => res.json({message:`The question is ${pre}hidden now`}))//changed this line from sending update to message
-    .catch((err) =>res.status(400).json({ message: "Error occured while hiding the question" }));
+    .then((data) => res.json({ message: `The question is ${pre}hidden now` }))//changed this line from sending update to message
+    .catch((err) => res.status(400).json({ message: "Error occured while hiding the question" }));
 });
 
 //best to delete them than hide
@@ -598,7 +642,7 @@ const hideA = asyncHandler(async (req, res) => {
     )
     .then(() => {
       console.log("hid answer");
-      res.json({message:`The answer is ${pre}hidden now`});//changed this line from sending update to message
+      res.json({ message: `The answer is ${pre}hidden now` });//changed this line from sending update to message
     })
     .catch((err) => res.status(400).json({ message: "Error" }));
 });
@@ -639,7 +683,7 @@ const hideC = asyncHandler(async (req, res) => {
     )
     .then(() => {
       console.log("hid comment");
-      res.json({message: `The comment is ${pre}hidden now`});//changed this line from sending update to message
+      res.json({ message: `The comment is ${pre}hidden now` });//changed this line from sending update to message
     })
     .catch((err) => res.status(400).json({ message: "Error occured while hiding the comment" }));
 });
@@ -688,7 +732,7 @@ const hideAC = asyncHandler(async (req, res) => {
     )
     .then((data) => {
       console.log("hid comment");
-      res.json({data,message});
+      res.json({ data, message });
     })
     .catch((err) => res.status(404).json({ message: "Error occured while hiding the comment" }));
 });
diff --git a/api/controllers/tagController.js b/api/controllers/tagController.js
new file mode 100644
index 0000000..70f3919
--- /dev/null
+++ b/api/controllers/tagController.js
@@ -0,0 +1,30 @@
+const asyncHandler = require("express-async-handler");
+const questionModel=require("../models/questionModel");
+const infopostModel=require("../models/infopostModel");
+
+
+const getContent = asyncHandler(async (req, res) => {
+    const { type, tag } = req.body;
+    console.log(type,tag)
+  
+    if (!type || !tag) {
+      return res.status(400).json({ message: "Type and tag are required" });
+    }
+  
+    try {
+      if (type==="question"){
+        const content = await questionModel.find({ tag: tag, hidden: false }).sort({ upvotes: -1 });
+        res.json(content);
+    }
+      else if (type==="infopost"){
+        const content = await infopostModel.find({ tag: tag, hidden: false }).sort({ asked_At: -1 });
+        res.json(content);
+      }
+    } catch (err) {
+      console.log(err)
+      res.status(500).json({ message: "Error occurred while fetching content" });
+    }
+  });
+
+module.exports={getContent};
+  
\ No newline at end of file
diff --git a/api/models/infopostModel.js b/api/models/infopostModel.js
index 1b3c115..75f08ff 100644
--- a/api/models/infopostModel.js
+++ b/api/models/infopostModel.js
@@ -9,6 +9,7 @@ const infopostSchema = mongoose.Schema({
   hidden: { type: Boolean, default: false },
   images: [{ type: String }],
   asked_At: { type: Date, default: Date.now },
+  tag: { type: String, required: false }
 });
 
 const infopostModel = mongoose.model("infopostModel", infopostSchema);
diff --git a/api/models/notificationModel.js b/api/models/notificationModel.js
new file mode 100644
index 0000000..34b8bdd
--- /dev/null
+++ b/api/models/notificationModel.js
@@ -0,0 +1,16 @@
+const mongoose=require('mongoose')
+
+const notificationSchema = mongoose.Schema({
+    id: mongoose.Schema.Types.ObjectId,
+    recipientlist: [{type: String, required: true}],
+    senderid: {type: String, required: true},
+    contentid: {type: String, required: true},
+    content: {type: String },
+    sent_At: {type: Date, default: Date.now},
+    isseen: {type: Boolean, default: false, required: true},
+    isquestion: {type: Boolean, default: false, required: true}
+});
+
+const notificationModel = mongoose.model("notificationModel", notificationSchema);
+
+module.exports = notificationModel;
diff --git a/api/models/questionModel.js b/api/models/questionModel.js
index 8b6f5cb..720263a 100644
--- a/api/models/questionModel.js
+++ b/api/models/questionModel.js
@@ -40,6 +40,9 @@ const QuestionSchema = mongoose.Schema({
   answers: [AnswerSchema],
   comments: [commentSchema],
   verified: { type: Boolean, default: false },
+  tag: { type: String, required: false },
+  is_Anonymous: { type: Boolean, default: false },
+
 });
 
 //create model of the schema
diff --git a/api/routes/notificationRouters.js b/api/routes/notificationRouters.js
new file mode 100644
index 0000000..030f2f9
--- /dev/null
+++ b/api/routes/notificationRouters.js
@@ -0,0 +1,12 @@
+const express = require('express');
+const router = express.Router();
+const { verifyRoles } = require("../middlewares/verifyRoles");
+const ROLES_LIST = require("../../config/roles_list");
+const { getNotificationsByStudent } = require('../controllers/notificationController');
+
+// Route to get all notifications of a particular student
+router
+    .route("/get/:studentId")
+    .get(verifyRoles(ROLES_LIST.STUDENT, ROLES_LIST.SMP, ROLES_LIST.Admin), getNotificationsByStudent);
+
+module.exports = router;
diff --git a/api/routes/tagRouters.js b/api/routes/tagRouters.js
new file mode 100644
index 0000000..efea4e4
--- /dev/null
+++ b/api/routes/tagRouters.js
@@ -0,0 +1,19 @@
+const express=require("express");
+const router=express.Router();
+const {getContent}=require("../controllers/tagController");
+const { verifyRoles } = require("../middlewares/verifyRoles");
+const ROLES_LIST = require("../../config/roles_list");
+
+router
+  .route("/") 
+  .post(
+    verifyRoles(
+      ROLES_LIST.Admin,
+      ROLES_LIST.SMP,
+      ROLES_LIST.STUDENT,
+      ROLES_LIST.ISMP
+    ),
+    getContent
+  );
+
+module.exports=router;
diff --git a/package-lock.json b/package-lock.json
index 7167d27..9788e21 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -16,7 +16,7 @@
         "cookie-parser": "^1.4.6",
         "cors": "^2.8.5",
         "csv-parser": "^3.0.0",
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@@ -4553,36 +4759,36 @@
       }
     },
     "nodemon": {
-      "version": "2.0.22",
-      "resolved": "https://registry.npmjs.org/nodemon/-/nodemon-2.0.22.tgz",
-      "integrity": "sha512-B8YqaKMmyuCO7BowF1Z1/mkPqLk6cs/l63Ojtd6otKjMx47Dq1utxfRxcavH1I7VSaL8n5BUaoutadnsX3AAVQ==",
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/nodemon/-/nodemon-3.1.0.tgz",
+      "integrity": "sha512-xqlktYlDMCepBJd43ZQhjWwMw2obW/JRvkrLxq5RCNcuDDX1DbcPT+qT1IlIIdf+DhnWs90JpTMe+Y5KxOchvA==",
       "dev": true,
       "requires": {
         "chokidar": "^3.5.2",
-        "debug": "^3.2.7",
+        "debug": "^4",
         "ignore-by-default": "^1.0.1",
         "minimatch": "^3.1.2",
         "pstree.remy": "^1.1.8",
-        "semver": "^5.7.1",
-        "simple-update-notifier": "^1.0.7",
+        "semver": "^7.5.3",
+        "simple-update-notifier": "^2.0.0",
         "supports-color": "^5.5.0",
         "touch": "^3.1.0",
         "undefsafe": "^2.0.5"
       },
       "dependencies": {
         "debug": {
-          "version": "3.2.7",
-          "resolved": "https://registry.npmjs.org/debug/-/debug-3.2.7.tgz",
-          "integrity": "sha512-CFjzYYAi4ThfiQvizrFQevTTXHtnCqWfe7x1AhgEscTz6ZbLbfoLRLPugTQyBth6f8ZERVUSyWHFD/7Wu4t1XQ==",
+          "version": "4.3.4",
+          "resolved": "https://registry.npmjs.org/debug/-/debug-4.3.4.tgz",
+          "integrity": "sha512-PRWFHuSU3eDtQJPvnNY7Jcket1j0t5OuOsFzPPzsekD52Zl8qUfFIPEiswXqIvHWGVHOgX+7G/vCNNhehwxfkQ==",
           "dev": true,
           "requires": {
-            "ms": "^2.1.1"
+            "ms": "2.1.2"
           }
         },
         "ms": {
-          "version": "2.1.3",
-          "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.3.tgz",
-          "integrity": "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==",
+          "version": "2.1.2",
+          "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz",
+          "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w==",
           "dev": true
         }
       }
@@ -4874,25 +5080,18 @@
       "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz",
       "integrity": "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg=="
     },
-    "saslprep": {
-      "version": "1.0.3",
-      "resolved": "https://registry.npmjs.org/saslprep/-/saslprep-1.0.3.tgz",
-      "integrity": "sha512-/MY/PEMbk2SuY5sScONwhUDsV2p77Znkb/q3nSVstq/yQzYJOH/Azh29p9oJLsl3LnQwSvZDKagDGBsBwSooag==",
-      "optional": true,
-      "requires": {
-        "sparse-bitfield": "^3.0.3"
-      }
-    },
     "secure-json-parse": {
       "version": "2.7.0",
       "resolved": "https://registry.npmjs.org/secure-json-parse/-/secure-json-parse-2.7.0.tgz",
       "integrity": "sha512-6aU+Rwsezw7VR8/nyvKTx8QpWH9FrcYiXXlqC4z5d5XQBDRqtbfsRjnwGyqbi3gddNtWHuEk9OANUotL26qKUw=="
     },
     "semver": {
-      "version": "5.7.1",
-      "resolved": "https://registry.npmjs.org/semver/-/semver-5.7.1.tgz",
-      "integrity": "sha512-sauaDf/PZdVgrLTNYHRtpXa1iRiKcaebiKQ1BJdpQlWH2lCvexQdX55snPFyK7QzpudqbCI0qXFfOasHdyNDGQ==",
-      "dev": true
+      "version": "7.6.0",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.6.0.tgz",
+      "integrity": "sha512-EnwXhrlwXMk9gKu5/flx5sv/an57AkRplG3hTK68W7FRDN+k+OWBj65M7719OkA82XLBxrcX0KSHj+X5COhOVg==",
+      "requires": {
+        "lru-cache": "^6.0.0"
+      }
     },
     "send": {
       "version": "0.18.0",
@@ -4968,20 +5167,12 @@
       "integrity": "sha512-Wv6BjQ5zbhW7VFefWusVP33T/EM0vYikCaQ2qR8yULbsilAT8/wQaXvuQ3ptGLpoKx+lihJE3y2UTgKDyyNHZQ=="
     },
     "simple-update-notifier": {
-      "version": "1.1.0",
-      "resolved": "https://registry.npmjs.org/simple-update-notifier/-/simple-update-notifier-1.1.0.tgz",
-      "integrity": "sha512-VpsrsJSUcJEseSbMHkrsrAVSdvVS5I96Qo1QAQ4FxQ9wXFcB+pjj7FB7/us9+GcgfW4ziHtYMc1J0PLczb55mg==",
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/simple-update-notifier/-/simple-update-notifier-2.0.0.tgz",
+      "integrity": "sha512-a2B9Y0KlNXl9u/vsW6sTIu9vGEpfKu2wRV6l1H3XEas/0gUIzGzBoP/IouTcUQbm9JWZLH3COxyn03TYlFax6w==",
       "dev": true,
       "requires": {
-        "semver": "~7.0.0"
-      },
-      "dependencies": {
-        "semver": {
-          "version": "7.0.0",
-          "resolved": "https://registry.npmjs.org/semver/-/semver-7.0.0.tgz",
-          "integrity": "sha512-+GB6zVA9LWh6zovYQLALHwv5rb2PHGlJi3lfiqIHxR0uuwCgefcOJc59v9fv1w8GbStwxuuqqAjI9NMAOOgq1A==",
-          "dev": true
-        }
+        "semver": "^7.5.3"
       }
     },
     "smart-buffer": {
@@ -4990,11 +5181,11 @@
       "integrity": "sha512-94hK0Hh8rPqQl2xXc3HsaBoOXKV20MToPkcXvwbISWLEs+64sBq5kFgn2kJDHb1Pry9yrP0dxrCI9RRci7RXKg=="
     },
     "socks": {
-      "version": "2.7.1",
-      "resolved": "https://registry.npmjs.org/socks/-/socks-2.7.1.tgz",
-      "integrity": "sha512-7maUZy1N7uo6+WVEX6psASxtNlKaNVMlGQKkG/63nEDdLOWNbiUMoLK7X4uYoLhQstau72mLgfEWcXcwsaHbYQ==",
+      "version": "2.8.3",
+      "resolved": "https://registry.npmjs.org/socks/-/socks-2.8.3.tgz",
+      "integrity": "sha512-l5x7VUUWbjVFbafGLxPWkYsHIhEvmF85tbIeFZWc8ZPtoMyybuEhL7Jye/ooC4/d48FgOjSJXgsF/AJPYCW8Zw==",
       "requires": {
-        "ip": "^2.0.0",
+        "ip-address": "^9.0.5",
         "smart-buffer": "^4.2.0"
       }
     },
@@ -5007,6 +5198,11 @@
         "memory-pager": "^1.0.2"
       }
     },
+    "sprintf-js": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.1.3.tgz",
+      "integrity": "sha512-Oo+0REFV59/rz3gfJNKQiBlwfHaSESl1pcGyABQsnnIfWOFt6JNj5gCog2U6MLZ//IGYD+nA8nI+mTShREReaA=="
+    },
     "statuses": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/statuses/-/statuses-2.0.1.tgz",
@@ -5133,13 +5329,18 @@
       "dev": true
     },
     "undici": {
-      "version": "5.22.1",
-      "resolved": "https://registry.npmjs.org/undici/-/undici-5.22.1.tgz",
-      "integrity": "sha512-Ji2IJhFXZY0x/0tVBXeQwgPlLWw13GVzpsWPQ3rV50IFMMof2I55PZZxtm4P6iNq+L5znYN9nSTAq0ZyE6lSJw==",
+      "version": "5.28.4",
+      "resolved": "https://registry.npmjs.org/undici/-/undici-5.28.4.tgz",
+      "integrity": "sha512-72RFADWFqKmUb2hmmvNODKL3p9hcB6Gt2DOQMis1SEBaV6a4MH8soBvzg+95CYhCKPFedut2JY9bMfrDl9D23g==",
       "requires": {
-        "busboy": "^1.6.0"
+        "@fastify/busboy": "^2.0.0"
       }
     },
+    "undici-types": {
+      "version": "5.26.5",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
+      "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA=="
+    },
     "unpipe": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz",
@@ -5169,6 +5370,39 @@
       "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
       "integrity": "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg=="
     },
+    "web-push": {
+      "version": "3.6.7",
+      "resolved": "https://registry.npmjs.org/web-push/-/web-push-3.6.7.tgz",
+      "integrity": "sha512-OpiIUe8cuGjrj3mMBFWY+e4MMIkW3SVT+7vEIjvD9kejGUypv8GPDf84JdPWskK8zMRIJ6xYGm+Kxr8YkPyA0A==",
+      "requires": {
+        "asn1.js": "^5.3.0",
+        "http_ece": "1.2.0",
+        "https-proxy-agent": "^7.0.0",
+        "jws": "^4.0.0",
+        "minimist": "^1.2.5"
+      },
+      "dependencies": {
+        "jwa": {
+          "version": "2.0.0",
+          "resolved": "https://registry.npmjs.org/jwa/-/jwa-2.0.0.tgz",
+          "integrity": "sha512-jrZ2Qx916EA+fq9cEAeCROWPTfCwi1IVHqT2tapuqLEVVDKFDENFw1oL+MwrTvH6msKxsd1YTDVw6uKEcsrLEA==",
+          "requires": {
+            "buffer-equal-constant-time": "1.0.1",
+            "ecdsa-sig-formatter": "1.0.11",
+            "safe-buffer": "^5.0.1"
+          }
+        },
+        "jws": {
+          "version": "4.0.0",
+          "resolved": "https://registry.npmjs.org/jws/-/jws-4.0.0.tgz",
+          "integrity": "sha512-KDncfTmOZoOMTFG4mBlG0qUIOlc03fmzH+ru6RgYVZhPkyiy/92Owlt/8UEN+a4TXR1FQetfIpJE8ApdvdVxTg==",
+          "requires": {
+            "jwa": "^2.0.0",
+            "safe-buffer": "^5.0.1"
+          }
+        }
+      }
+    },
     "webidl-conversions": {
       "version": "7.0.0",
       "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz",
@@ -5193,9 +5427,9 @@
       }
     },
     "word-wrap": {
-      "version": "1.2.3",
-      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.3.tgz",
-      "integrity": "sha512-Hz/mrNwitNRh/HUAtM/VT/5VH+ygD6DV7mYKZAtHOrbs8U7lvPS6xf7EJKMF0uW1KJCl0H701g3ZGus+muE5vQ==",
+      "version": "1.2.5",
+      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
+      "integrity": "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==",
       "dev": true
     },
     "wrappy": {
@@ -5204,6 +5438,12 @@
       "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
       "dev": true
     },
+    "ws": {
+      "version": "8.17.1",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.17.1.tgz",
+      "integrity": "sha512-6XQFvXTkbfUOZOKKILFG1PDK2NDQs4azKQl26T0YS5CxqWLgXajbPZ+h4gZekJyRqFU8pvnbAbbs/3TgRPy+GQ==",
+      "requires": {}
+    },
     "xtend": {
       "version": "4.0.2",
       "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
diff --git a/package.json b/package.json
index 0810961..822b09e 100644
--- a/package.json
+++ b/package.json
@@ -18,7 +18,7 @@
     "cookie-parser": "^1.4.6",
     "cors": "^2.8.5",
     "csv-parser": "^3.0.0",
-    "dotenv": "^16.0.3",
+    "dotenv": "^16.4.5",
     "elasticsearch": "^16.7.3",
     "express": "^4.18.2",
     "express-async-handler": "^1.2.0",
@@ -27,12 +27,14 @@
     "mongoose": "^7.0.3",
     "multer": "^1.4.5-lts.1",
     "node-fetch": "^2.6.12",
-    "prompt-sync": "^4.2.0"
+    "prompt-sync": "^4.2.0",
+    "web-push": "^3.6.7",
+    "ws": "^8.17.1"
   },
   "devDependencies": {
     "eslint": "^8.43.0",
     "eslint-config-prettier": "^8.8.0",
-    "nodemon": "^2.0.22",
+    "nodemon": "^3.1.0",
     "prettier": "2.8.8"
   }
-}
+}
\ No newline at end of file
diff --git a/server.js b/server.js
index 5d78764..b236f48 100644
--- a/server.js
+++ b/server.js
@@ -31,6 +31,9 @@ app.use(cookieParser());
 app.use(prefix + "/uploads", express.static("./uploads"));
 //All routing goes here
 app.use(prefix + "/user", require("./api/routes/userRouters"));
+app.use(prefix+ "/notification", require("./api/routes/notificationRouters"));
+app.use(prefix+ "/taggedQ", require("./api/routes/tagRouters"));
+
 
 // app.use(authenticateToken);
 app.use(
@@ -47,6 +50,9 @@ app.use(
 //for future versions
 //app.use(prefix + "/search", require("./api/routes/elasticRouters"));
 
+//WebSocket Server
+require('./webSocket/websocketServer')
+
 //listening to port 5000 by default
 app.listen(port, () =>
   console.log(
diff --git a/webSocket/websocketHandler.js b/webSocket/websocketHandler.js
new file mode 100644
index 0000000..a688d04
--- /dev/null
+++ b/webSocket/websocketHandler.js
@@ -0,0 +1,23 @@
+const axios=require('axios');
+
+const handleWebSocketConnection=(ws)=>{
+    console.log('WebSocket Client Connected');
+
+    ws.on('message',async(message)=>{
+        console.log(`Recieved message from client : ${message}`);
+        try{
+            const response = await axios.post('http://localhost:5001/recommend', { message });
+            ws.send(JSON.stringify(response.data));
+        } catch(error){
+            console.error('Error fetching recommendations:', error);
+            ws.send(JSON.stringify({error:'Error fetching recommendations'}));
+        }
+    });
+
+    ws.on('close',()=>{
+        console.log('WebSocket Client Disconnected')
+    });
+};
+
+module.exports=handleWebSocketConnection;
+
diff --git a/webSocket/websocketServer.js b/webSocket/websocketServer.js
new file mode 100644
index 0000000..a18a11c
--- /dev/null
+++ b/webSocket/websocketServer.js
@@ -0,0 +1,18 @@
+const http=require('http');
+const express=require('express');
+const app=express();
+const WebSocket =require('ws');
+const handleWebSocketConnection=require('./websocketHandler');
+
+const server=http.createServer(app);
+const wss=new WebSocket.Server({server});
+
+wss.on('connection',handleWebSocketConnection)
+
+server.listen(3000, () => {
+    console.log('WebSocket Server is running on http://localhost:3000');
+  });
+  
+module.exports = server;
+
+