diff --git a/api/controllers/admin/__init__.py b/api/controllers/admin/__init__.py
index 90a18a07d0..89a4e5183f 100644
--- a/api/controllers/admin/__init__.py
+++ b/api/controllers/admin/__init__.py
@@ -6,4 +6,5 @@ bp = Blueprint("admin_api", __name__, url_prefix="/admin")
 api = ExternalApi(bp)
 
 from .auth import login
-from .stats import stats
\ No newline at end of file
+from .stats import stats
+from .students import students
diff --git a/api/controllers/admin/auth/login.py b/api/controllers/admin/auth/login.py
index 797932bbf0..35a10e076a 100644
--- a/api/controllers/admin/auth/login.py
+++ b/api/controllers/admin/auth/login.py
@@ -8,7 +8,7 @@ class SendVerificationCodeApi(Resource):
         """Send verification code to admin's phone number.
         ---
         tags:
-          - admin
+          - admin/auth
         summary: Send Verification Code
         description: Sends a verification code to the provided admin phone number for authentication
         parameters:
@@ -46,7 +46,7 @@ class LoginApi(Resource):
         """Admin login with phone number and verification code.
         ---
         tags:
-          - admin
+          - admin/auth
         summary: Admin Login
         description: Authenticates an admin using phone number and verification code
         parameters:
@@ -100,7 +100,7 @@ class LogoutApi(Resource):
         """Admin logout.
         ---
         tags:
-          - admin
+          - admin/auth
         summary: Admin Logout
         description: Logs out the authenticated admin and invalidates the JWT token
         security:
@@ -118,7 +118,47 @@ class LogoutApi(Resource):
         """
         pass
 
+class RefreshTokenApi(Resource):
+    def post(self):
+        """Refresh authentication token.
+        ---
+        tags:
+          - admin/auth
+        summary: Refresh Token
+        description: Refreshes an access token using a valid refresh token
+        security:
+          - ApiKeyAuth: []
+        parameters:
+          - in: body
+            name: body
+            required: true
+            schema:
+              type: object
+              required:
+                - refresh_token
+              properties:
+                refresh_token:
+                  type: string
+                  description: The refresh token provided in the request
+        responses:
+          200:
+            description: Successfully refreshed token
+            schema:
+              type: object
+              properties:
+                result:
+                  type: string
+                  example: "success"
+                data:
+                  type: object
+                  description: New token pair data
+          401:
+            description: Unauthorized, invalid or missing token
+        """
+        pass
+
 # Register the resources
 api.add_resource(SendVerificationCodeApi, '/auth/send-code')
 api.add_resource(LoginApi, '/auth/login')
-api.add_resource(LogoutApi, '/auth/logout')
\ No newline at end of file
+api.add_resource(LogoutApi, '/auth/logout')
+api.add_resource(RefreshTokenApi, '/auth/refresh-token')
\ No newline at end of file
diff --git a/api/controllers/admin/stats/stats.py b/api/controllers/admin/stats/stats.py
index b885c13705..d98d9f31ed 100644
--- a/api/controllers/admin/stats/stats.py
+++ b/api/controllers/admin/stats/stats.py
@@ -8,7 +8,7 @@ class RiskStats(Resource):
         """Get risk level statistics.
         ---
         tags:
-          - admin
+          - admin/stats
         summary: Get risk level user counts
         description: Get counts of users at different risk levels and their changes
         security:
@@ -54,7 +54,7 @@ class UserStats(Resource):
         """Get daily user statistics.
         ---
         tags:
-          - admin  
+          - admin/stats
         summary: Get daily active and new user counts
         description: Get statistics of daily active users and new users
         security:
@@ -102,7 +102,7 @@ class ConversationStats(Resource):
         """Get daily conversation statistics.
         ---
         tags:
-          - admin
+          - admin/stats
         summary: Get daily conversation counts and averages
         description: Get statistics of daily total conversations and average conversations per user
         security:
diff --git a/api/controllers/admin/students/students.py b/api/controllers/admin/students/students.py
new file mode 100644
index 0000000000..dc8ed7e1a8
--- /dev/null
+++ b/api/controllers/admin/students/students.py
@@ -0,0 +1,389 @@
+from flask import Blueprint
+from flask_restful import Api, Resource # type: ignore
+
+from controllers.admin import api
+
+class StudentList(Resource):
+    def get(self):
+        """Get student list with filters.
+        ---
+        tags:
+          - admin/students
+        summary: Get filtered student list
+        description: Get list of students with various filter options
+        security:
+          - ApiKeyAuth: []
+        parameters:
+          - name: risk_level
+            in: query
+            type: string
+            enum: [high, medium, low]
+            description: Filter by risk level
+          - name: last_chat_after
+            in: query
+            type: string
+            format: date
+            description: Filter by last conversation date
+          - name: topics
+            in: query
+            type: array
+            items:
+              type: string
+            description: Filter by conversation topics
+          - name: is_anonymous
+            in: query
+            type: boolean
+            description: Filter anonymous users
+          - name: page
+            in: query
+            type: integer
+            default: 1
+            description: Page number
+          - name: per_page
+            in: query
+            type: integer
+            default: 20
+            description: Items per page
+        responses:
+          200:
+            description: Student list retrieved successfully
+            schema:
+              type: object
+              properties:
+                total:
+                  type: integer
+                  description: Total number of students matching filters
+                students:
+                  type: array
+                  items:
+                    type: object
+                    properties:
+                      id:
+                        type: string
+                      email:
+                        type: string
+                      first_chat_at:
+                        type: string
+                        format: date-time
+                      last_chat_at:
+                        type: string
+                        format: date-time
+                      total_conversations:
+                        type: integer
+                      active_days:
+                        type: integer
+                      topics:
+                        type: array
+                        items:
+                          type: string
+                      risk_level:
+                        type: string
+                        enum: [high, medium, low]
+          401:
+            description: Invalid or missing API key
+          400:
+            description: Invalid filter parameters
+        """
+        pass
+
+class StudentConversation(Resource):
+    def get(self, student_id):
+        """Get student's conversation history.
+        ---
+        tags:
+          - admin/students
+        summary: Get student conversation history
+        description: Get complete conversation history for a specific student
+        security:
+          - ApiKeyAuth: []
+        parameters:
+          - name: student_id
+            in: path
+            type: string
+            required: true
+            description: ID of the student
+          - name: start_time
+            in: query
+            type: string
+            format: date-time
+            description: Filter conversations after this time
+          - name: end_time
+            in: query
+            type: string
+            format: date-time
+            description: Filter conversations before this time
+          - name: page
+            in: query
+            type: integer
+            default: 1
+            description: Page number
+          - name: per_page
+            in: query
+            type: integer
+            default: 50
+            description: Conversations per page
+        responses:
+          200:
+            description: Conversation history retrieved successfully
+            schema:
+              type: object
+              properties:
+                total:
+                  type: integer
+                conversations:
+                  type: array
+                  items:
+                    type: object
+                    properties:
+                      timestamp:
+                        type: string
+                        format: date-time
+                      role:
+                        type: string
+                        enum: [user, assistant]
+                      content:
+                        type: string
+          401:
+            description: Invalid or missing API key
+          404:
+            description: Student not found
+        """
+        pass
+
+class StudentAnalysis(Resource):
+    def get(self, student_id):
+        """Get AI analysis and intervention suggestions.
+        ---
+        tags:
+          - admin/students
+        summary: Get AI analysis for student
+        description: Get AI generated analysis, summary and intervention suggestions based on conversation history
+        security:
+          - ApiKeyAuth: []
+        parameters:
+          - name: student_id
+            in: path
+            type: string
+            required: true
+            description: ID of the student
+        responses:
+          200:
+            description: Analysis retrieved successfully
+            schema:
+              type: object
+              properties:
+                summary:
+                  type: string
+                  description: Summary of conversation content and key points
+                analysis:
+                  type: string
+                  description: Psychological analysis from professional perspective
+                suggestions:
+                  type: string
+                  description: Intervention suggestions for counselors
+                last_updated:
+                  type: string
+                  format: date-time
+          401:
+            description: Invalid or missing API key
+          404:
+            description: Student not found or no analysis available
+        """
+        pass
+
+class StudentStatus(Resource):
+    def put(self, student_id):
+        """Update student follow-up status.
+        ---
+        tags:
+          - admin/students
+        summary: Update student status
+        description: Update the follow-up status of a student
+        security:
+          - ApiKeyAuth: []
+        parameters:
+          - name: student_id
+            in: path
+            type: string
+            required: true
+            description: ID of the student
+          - name: body
+            in: body
+            required: true
+            schema:
+              type: object
+              required:
+                - status
+              properties:
+                status:
+                  type: string
+                  enum: [to_follow, following, resolved]
+                  description: |
+                    Follow-up status:
+                    * to_follow - Needs follow-up
+                    * following - Currently following up
+                    * resolved - Case resolved
+        responses:
+          200:
+            description: Status updated successfully
+            schema:
+              type: object
+              properties:
+                success:
+                  type: boolean
+                  example: true
+                updated_at:
+                  type: string
+                  format: date-time
+          401:
+            description: Invalid or missing API key
+          404:
+            description: Student not found
+          400:
+            description: Invalid status value
+        """
+        pass
+
+    def get(self, student_id):
+        """Get student follow-up status history.
+        ---
+        tags:
+          - admin/students
+        summary: Get status history
+        description: Get the history of status changes for a student
+        security:
+          - ApiKeyAuth: []
+        parameters:
+          - name: student_id
+            in: path
+            type: string
+            required: true
+            description: ID of the student
+        responses:
+          200:
+            description: Status history retrieved successfully
+            schema:
+              type: object
+              properties:
+                current_status:
+                  type: string
+                  enum: [to_follow, following, resolved]
+                history:
+                  type: array
+                  items:
+                    type: object
+                    properties:
+                      status:
+                        type: string
+                        enum: [to_follow, following, resolved]
+                      changed_at:
+                        type: string
+                        format: date-time
+                      changed_by:
+                        type: string
+                        description: Email of admin who made the change
+          401:
+            description: Invalid or missing API key
+          404:
+            description: Student not found
+        """
+        pass
+
+class StudentNote(Resource):
+    def put(self, student_id):
+        """Update student follow-up note.
+        ---
+        tags:
+          - admin/students
+        summary: Update student note
+        description: Update the follow-up note for a student (max 1000 characters)
+        security:
+          - ApiKeyAuth: []
+        parameters:
+          - name: student_id
+            in: path
+            type: string
+            required: true
+            description: ID of the student
+          - name: body
+            in: body
+            required: true
+            schema:
+              type: object
+              required:
+                - note
+              properties:
+                note:
+                  type: string
+                  maxLength: 1000
+                  description: Follow-up note content
+        responses:
+          200:
+            description: Note updated successfully
+            schema:
+              type: object
+              properties:
+                success:
+                  type: boolean
+                  example: true
+                updated_at:
+                  type: string
+                  format: date-time
+          401:
+            description: Invalid or missing API key
+          404:
+            description: Student not found
+          400:
+            description: Note too long
+        """
+        pass
+
+    def get(self, student_id):
+        """Get student follow-up note history.
+        ---
+        tags:
+          - admin/students
+        summary: Get note history
+        description: Get the history of note changes for a student
+        security:
+          - ApiKeyAuth: []
+        parameters:
+          - name: student_id
+            in: path
+            type: string
+            required: true
+            description: ID of the student
+        responses:
+          200:
+            description: Note history retrieved successfully
+            schema:
+              type: object
+              properties:
+                current_note:
+                  type: string
+                history:
+                  type: array
+                  items:
+                    type: object
+                    properties:
+                      note:
+                        type: string
+                      changed_at:
+                        type: string
+                        format: date-time
+                      changed_by:
+                        type: string
+                        description: Email of admin who made the change
+          401:
+            description: Invalid or missing API key
+          404:
+            description: Student not found
+        """
+        pass
+
+api.add_resource(StudentList, '/students')
+api.add_resource(StudentConversation, '/students/<string:student_id>/conversation')
+api.add_resource(StudentAnalysis, '/students/<string:student_id>/analysis')
+api.add_resource(StudentStatus, '/students/<string:student_id>/status')
+api.add_resource(StudentNote, '/students/<string:student_id>/note')
+
diff --git a/api/controllers/service_api/auth/login.py b/api/controllers/service_api/auth/login.py
index e7ec285bc2..213dedf39c 100644
--- a/api/controllers/service_api/auth/login.py
+++ b/api/controllers/service_api/auth/login.py
@@ -31,7 +31,7 @@ class LogoutApi(Resource):
         """Logout user.
         ---
         tags:
-          - user-end
+          - user/auth
         summary: Logout User
         description: Logs out the authenticated user and invalidates the session
         security:
@@ -61,7 +61,7 @@ class EmailCodeLoginSendEmailApi(Resource):
         """Send email code for login.
         ---
         tags:
-          - user-end
+          - user/auth
         summary: Email Code Login Email Sending
         description: Sends an email with a verification code for login
         parameters:
@@ -131,7 +131,7 @@ class EmailCodeLoginApi(Resource):
         """Login using email code.
         ---
         tags:
-          - user-end
+          - user/auth
         summary: Email Code Login
         description: Allows the user to login using a verification code and token sent via email
         parameters:
@@ -222,7 +222,7 @@ class RefreshTokenApi(Resource):
         """Refresh authentication token.
         ---
         tags:
-          - user-end
+          - user/auth
         summary: Refresh Token
         description: Refreshes an access token using a valid refresh token
         security: