Update main.py

main.py

@@ -4,217 +4,16 @@ import random
 
 from flask import Flask, request, jsonify, redirect, url_for
 from flask_cors import CORS
-from flask_jwt_extended import JWTManager, create_access_token
-from flask_jwt_extended import jwt_required, get_jwt_identity
-from flask_dance.contrib.google import make_google_blueprint, google
-from werkzeug.security import generate_password_hash, check_password_hash
-import sqlite3
 
 client = InferenceClient("mistralai/Mistral-7B-Instruct-v0.1")
 
 app = Flask(__name__)
 CORS(app)
-
-file_path = "mentor.txt"
-with open(file_path, "r") as file:
-    mentors_data = file.read()
-
-file_path = "temp_mentor.txt"
-with open(file_path, "r") as file:
-    temp_mentors_data = file.read()
     
 @app.route('/')
 def home():
     return jsonify({"message": "Welcome to the Recommendation API!"})
 
-app.config['JWT_SECRET_KEY'] = "123456"
-jwt = JWTManager(app)
-
-# Setup Google OAuth
-app.config["GOOGLE_OAUTH_CLIENT_ID"] = "991031782679-f0fv60jqr9snq5u9cl7j5eimhi1b3ukp.apps.googleusercontent.com"
-app.config["GOOGLE_OAUTH_CLIENT_SECRET"] = "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"
-google_bp = make_google_blueprint(scope=["profile", "email"])
-app.register_blueprint(google_bp, url_prefix="/login")
-
-# Create SQLite database
-conn = sqlite3.connect('users.db', check_same_thread=False)
-c = conn.cursor()
-c.execute('''CREATE TABLE IF NOT EXISTS users
-             (id INTEGER PRIMARY KEY AUTOINCREMENT, username TEXT UNIQUE, password TEXT)''')
-
-c.execute('''CREATE TABLE IF NOT EXISTS user_details
-             (id INTEGER PRIMARY KEY AUTOINCREMENT,
-              user_id INTEGER UNIQUE,
-              first_name TEXT,
-              last_name TEXT,
-              school_name TEXT,
-              bachelors_degree TEXT,
-              masters_degree TEXT,
-              certification TEXT,
-              activity TEXT,
-              country TEXT,
-              data_filled BOOLEAN DEFAULT False,
-              FOREIGN KEY(user_id) REFERENCES users(id))''')
-
-
-c.execute('''CREATE TABLE IF NOT EXISTS user_mentor
-             (id INTEGER PRIMARY KEY AUTOINCREMENT, user_id INTEGER, mentor_name TEXT,
-             FOREIGN KEY(user_id) REFERENCES users(id))''')
-conn.commit()
-
-@app.route('/register', methods=['POST'])
-def register():
-    data = request.get_json()
-    username = data.get('username')
-    password = data.get('password')
-    google_token = data.get('google_token')
-
-    print("Type of username:", type(username))
-
-
-    if google_token:
-        # User signing up with Google
-        resp = google.get("/oauth2/v2/userinfo")
-        if not resp.ok:
-            return jsonify({"message": "Failed to fetch Google user info"}), 400
-        google_user_info = resp.json()
-        google_id = google_user_info["id"]
-        username = google_user_info["email"]
-        password = None  # No password for Google signup
-
-        # Check if Google user already exists in the database
-        existing_user = c.execute("SELECT * FROM users WHERE google_id=?", (google_id,)).fetchone()
-        if existing_user:
-            access_token = create_access_token(identity=username, expires_delta=False)
-            return jsonify({"access_token": access_token}), 200
-
-    # User signing up with username and password
-    if not username or not password:
-        return jsonify({"message": "Missing username or password"}), 400
-
-    print("Type of username:", type(username))  # Debug print
-
-    hashed_password = generate_password_hash(password)
-    try:
-        c.execute("INSERT INTO users (username, password) VALUES (?, ?)", (username, hashed_password))
-        conn.commit()
-        access_token = create_access_token(identity=username, expires_delta=False)
-        return jsonify({"access_token": access_token}), 201
-    except sqlite3.IntegrityError:
-        return jsonify({"message": "Username already exists"}), 400
-
-# Endpoint for user login and Google login
-@app.route('/login', methods=['POST'])
-def login():
-    data = request.get_json()
-    username = data.get('username')
-    password = data.get('password')
-    google_token = data.get('google_token')
-
-    if google_token:
-        # User logging in with Google
-        resp = google.get("/oauth2/v2/userinfo")
-        if not resp.ok:
-            return jsonify({"message": "Failed to fetch Google user info"}), 400
-        google_user_info = resp.json()
-        google_id = google_user_info["id"]
-
-        # Check if Google user exists in the database
-        user = c.execute("SELECT * FROM users WHERE google_id=?", (google_id,)).fetchone()
-        if user:
-            # Retrieve data_filled from user_details table
-            user_details = c.execute("SELECT data_filled FROM user_details WHERE user_id=?", (user[0],)).fetchone()
-            if user_details:
-                data_filled = user_details[0]
-            else:
-                data_filled = False  # Default value if data not found
-            access_token = create_access_token(identity=user[1], expires_delta=False)
-            return jsonify({"access_token": access_token, "data_filled": data_filled}), 200
-        else:
-            return jsonify({"message": "User not found"}), 404
-
-    # User logging in with username and password
-    if not username or not password:
-        return jsonify({"message": "Missing username or password"}), 400
-
-    user = c.execute("SELECT * FROM users WHERE username=?", (username,)).fetchone()
-    print(user)
-    if user and check_password_hash(user[2], password):
-        # Retrieve data_filled from user_details table
-        user_details = c.execute("SELECT data_filled FROM user_details WHERE user_id=?", (user[0],)).fetchone()
-        if user_details:
-            data_filled = user_details[0]
-        else:
-            data_filled = False  # Default value if data not found
-        access_token = create_access_token(identity=username, expires_delta=False)
-        return jsonify({"access_token": access_token, "data_filled": data_filled}), 200
-    else:
-        return jsonify({"message": "Invalid username or password"}), 401
-
-
-
-@app.route('/user_details', methods=['POST'])
-@jwt_required()
-def add_user_details():
-    current_user = get_jwt_identity()
-    data = request.get_json()
-    first_name = data.get('first_name')
-    last_name = data.get('last_name')
-    school_name = data.get('school_name')
-    bachelors_degree = data.get('bachelors_degree')
-    masters_degree = data.get('masters_degree')
-    certification = data.get('certification')
-    activity = data.get('activity')
-    country = data.get('country')
-
-    if not all([first_name, last_name, school_name, bachelors_degree, masters_degree, certification, activity, country]):
-        return jsonify({"message": "Missing required fields"}), 400
-
-    user = c.execute("SELECT * FROM users WHERE username=?", (current_user,)).fetchone()
-    if not user:
-        return jsonify({"message": "User not found"}), 404
-
-    user_id = user[0]
-    try:
-        c.execute("INSERT INTO user_details (user_id, first_name, last_name, school_name, bachelors_degree, "
-                  "masters_degree, certification, activity, country, data_filled) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?)",
-                  (user_id, first_name, last_name, school_name, bachelors_degree, masters_degree, certification,
-                   activity, country, "True"))  
-        conn.commit()
-        return jsonify({"message": "User details added successfully"}), 201
-    except sqlite3.IntegrityError:
-        return jsonify({"message": "User details already exist"}), 400
-
-
-@app.route('/user_details', methods=['GET'])
-@jwt_required()
-def get_user_details():
-    current_user = get_jwt_identity()
-
-    user = c.execute("SELECT * FROM users WHERE username=?", (current_user,)).fetchone()
-    if not user:
-        return jsonify({"message": "User not found"}), 404
-
-    user_id = user[0]
-    user_details = c.execute("SELECT * FROM user_details WHERE user_id=?", (user_id,)).fetchone()
-    if not user_details:
-        return jsonify({"message": "User details not found"}), 404
-
-    user_details_dict = {
-        "first_name": user_details[2],
-        "last_name": user_details[3],
-        "school_name": user_details[4],
-        "bachelors_degree": user_details[5],
-        "masters_degree": user_details[6],
-        "certification": user_details[7],
-        "activity": user_details[8],
-        "country": user_details[9],
-        "data_filled": user_details[10]
-    }
-
-    return jsonify(user_details_dict), 200
-
-
 
 def format_prompt(message):
     # Generate a random user prompt and bot response pair
@@ -223,63 +22,9 @@ def format_prompt(message):
 
     return f"<s>[INST] {user_prompt} [/INST] {bot_response}</s> [INST] {message} [/INST]"
 
-@app.route('/add_mentor', methods=['POST'])
-def add_mentor():
-    data = request.get_json()
-    mentor_name = data.get('name')
-    skills = data.get('skills')
-    qualification = data.get('qualification')
-    experience = data.get('experience')
-
-    if not all([mentor_name, skills, qualification, experience]):
-        return jsonify({"message": "Missing mentor details"}), 400
-
-    mentor_details = f"\n{mentor_name}\nSkills: {skills}\nQualification: {qualification}\nExperience: {experience}\n"
-
-    try:
-        with open("temp_mentor.txt", "a") as file:
-            file.write(mentor_details)
-        return jsonify({"message": "Mentor will be added after verification"}), 201
-    except Exception as e:
-        return jsonify({"message": f"Failed to add mentor: {str(e)}"}), 500
-
-@app.route('/verify_mentor', methods=['POST'])
-def verify_mentor():
-    try:
-        with open("temp_mentor.txt", "r") as file:
-            mentors = file.readlines()
-
-        if not mentors:
-            return jsonify({"message": "No mentors to verify"}), 404
-
-        return jsonify({"mentors": mentors}), 200
-    except Exception as e:
-        return jsonify({"message": f"Failed to retrieve mentors: {str(e)}"}), 500
-
-@app.route('/add_verified_mentors', methods=['POST'])
-def add_verified_mentors():
-    try:
-        data = request.get_json()
-
-        if 'mentors' not in data:
-            return jsonify({"message": "Mentors data not found in request"}), 400
-
-        mentors = data['mentors']
-
-        with open("mentor.txt", "a") as mentor_file:
-            for mentor_details in mentors:
-                mentor_file.write(mentor_details + '\n')
-
-        open("temp_mentor.txt", "w").close()
-
-        return jsonify({"message": "Mentors added successfully"}), 200
-    except Exception as e:
-        return jsonify({"message": f"Failed to add mentors: {str(e)}"}), 500
 
 @app.route('/ai_mentor', methods=['POST'])
-@jwt_required()
 def ai_mentor():
-    current_user = get_jwt_identity()
     data = request.get_json()
     message = data.get('message')
 
@@ -317,9 +62,7 @@ def ai_mentor():
 
 
 @app.route('/get_course', methods=['POST'])
-@jwt_required()
 def get_course():
-    current_user = get_jwt_identity()
     temperature = 0.9
     max_new_tokens = 256
     top_p = 0.95
@@ -355,9 +98,7 @@ def get_course():
 
 
 @app.route('/get_mentor', methods=['POST'])
-@jwt_required()
 def get_mentor():
-    current_user = get_jwt_identity()
     temperature = 0.9
     max_new_tokens = 256
     top_p = 0.95
@@ -368,6 +109,7 @@ def get_mentor():
     user_stream = content.get('stream')
     #user_semester = content.get('semester')
     courses = content.get('courses')
+    mentors_data= content.get('mentors_data')
 
     temperature = float(temperature)
     if temperature < 1e-2:
@@ -382,9 +124,6 @@ def get_mentor():
         do_sample=True,
         seed=42,
     )
-    file_path = "mentor.txt"
-    with open(file_path, "r") as file:
-        mentors_data = file.read()
 
     prompt = f""" prompt:
     You need to act like as recommendataion engine for mentor recommendation for student based on below details also the list of mentors with their experience is attached.
@@ -402,62 +141,6 @@ def get_mentor():
     stream = client.text_generation(formatted_prompt, **generate_kwargs, stream=False, details=False, return_full_text=False)
     return jsonify({"ans": stream})
 
-@app.route('/select_mentor', methods=['POST'])
-@jwt_required()
-def select_mentor():
-    current_user = get_jwt_identity()
-    data = request.get_json()
-    mentor_name = data.get('mentor_name')  # Assuming this is the name of the selected mentor
-
-    if not mentor_name:
-        return jsonify({"message": "Missing mentor name"}), 400
-
-    # Fetch user details
-    user = c.execute("SELECT * FROM users WHERE username=?", (current_user,)).fetchone()
-    if not user:
-        return jsonify({"message": "User not found"}), 404
-
-    user_id = user[0]
-
-    try:
-        # Store selected mentor information in a new table
-        c.execute("INSERT INTO user_mentor (user_id, mentor_name) VALUES (?, ?)", (user_id, mentor_name))
-        conn.commit()
-        return jsonify({"message": "Mentor selected successfully"}), 201
-    except sqlite3.IntegrityError:
-        return jsonify({"message": "Failed to select mentor"}), 500
-
-@app.route('/get_all_mentors', methods=['POST'])
-def get_all_mentors():
-    try:
-        with open("mentor.txt", "r") as file:
-            mentors = file.readlines()
-
-        if not mentors:
-            return jsonify({"message": "No mentors"}), 404
-
-        return jsonify({"mentors": mentors}), 200
-    except Exception as e:
-        return jsonify({"message": f"Failed to retrieve mentors: {str(e)}"}), 500
-        
-@app.route('/users', methods=['GET'])
-def get_all_users():
-    try:
-        users = c.execute("SELECT * FROM users").fetchall()
-        users_list = [{"id": user[0], "username": user[1]} for user in users]
-        return jsonify({"users": users_list}), 200
-    except Exception as e:
-        return jsonify({"message": f"Failed to retrieve users: {str(e)}"}), 500
-
-@app.route('/users', methods=['DELETE'])
-def delete_all_users():
-    try:
-        c.execute("DELETE FROM users")
-        conn.commit()
-        return jsonify({"message": "All users deleted successfully"}), 200
-    except Exception as e:
-        return jsonify({"message": f"Failed to delete users: {str(e)}"}), 500
-
 
 if __name__ == '__main__':
     app.run(debug=True)