Create utility method that uses ai model to suggest imrpoved descript…

…ion (#31)

* feat: use google gemini model to suggest improved description for education and experience

* fix: update method descriptor

* feat: add api endpoint for getting description suggestion

* fix: fix lint errors

* fix: fix more lint errors

* Merge branch 'main' of https://github.com/citruscai/orientation-project-python-24.FAL.B into feat/suggest-description-updates

# Conflicts:
#	app.py
#	requirements.txt
#	utils.py

* fix:resolve lint errors

* fix: resolve lint errors part 2

* fix: resolve lint errors part 3

* fix: resolve lint errors part 4

* test: create test cases for description suggestion endpoint

* fix:lint fix

* fix: add patch import for mocking external dependencies in unit tests

* fix: fixing lint errors again part idk

* fix: lint errors agin gosh

* i hate my life

app.py

@@ -1,171 +1,196 @@
-'''
+"""
 Flask Application
-'''
+"""
+
 from flask import Flask, jsonify, request
 from models import Experience, Education, Skill, User
-from utils import check_phone_number, correct_spelling
+from utils import get_suggestion, check_phone_number, correct_spelling
+
+
 app = Flask(__name__)
 
 data = {
-    "user": [
-        User("Jackie Stewart",
-             "+4478322678",
-             "jack@resume.com")
-    ],
+    "user": [User("Jackie Stewart", "+4478322678", "jack@resume.com")],
     "experience": [
-        Experience("Software Developer",
-                   "A Cool Company",
-                   "October 2022",
-                   "Present",
-                   "Writing Python Code",
-                   "example-logo.png"),
-        Experience("Intern",
-                   "A Nice Company",
-                   "October 2021",
-                   "December 2021",
-                   "Writing Scripts",
-                   "example-logo.png")
+        Experience(
+            "Software Developer",
+            "A Cool Company",
+            "October 2022",
+            "Present",
+            "Writing Python Code",
+            "example-logo.png",
+        ),
+        Experience(
+            "Intern",
+            "A Nice Company",
+            "October 2021",
+            "December 2021",
+            "Writing Scripts",
+            "example-logo.png",
+        ),
     ],
     "education": [
-        Education("Computer Science",
-                  "University of Tech",
-                  "September 2019",
-                  "July 2022",
-                  "80%",
-                  "example-logo.png")
+        Education(
+            "Computer Science",
+            "University of Tech",
+            "September 2019",
+            "July 2022",
+            "80%",
+            "example-logo.png",
+        )
     ],
-    "skill": [
-        Skill("Python",
-              "1-2 Years",
-              "example-logo.png")
-    ]
+    "skill": [Skill("Python", "1-2 Years", "example-logo.png")],
 }
 
 
-@app.route('/test')
+@app.route("/test")
 def hello_world():
-    '''
+    """
     Returns a JSON test message
-    '''
+    """
     return jsonify({"message": "Hello, World!"})
 
-@app.route('/resume/user', methods=['GET', 'POST', 'PUT'])
+
+@app.route("/resume/user", methods=["GET", "POST", "PUT"])
 def user():
-    '''
+    """
     Handles User information
-    '''
+    """
+
     # defining sub function to reduce number of returns
     def get_users():
-        return jsonify([user.__dict__ for user in data['user']]), 200
+        return jsonify([user.__dict__ for user in data["user"]]), 200
 
     def add_user(body):
         # retrieve user's information.
-        name = body['name']
-        phone_number = body['phone_number']
-        email = body['email_address']
+        name = body["name"]
+        phone_number = body["phone_number"]
+        email = body["email_address"]
         # store the new user information.
         if not check_phone_number(phone_number):
             return jsonify({"error": "Incorrect phone number !"}), 400
         new_user = User(name, phone_number, email)
-        data['user'].append(new_user)
+        data["user"].append(new_user)
         return jsonify(new_user.__dict__), 201
 
     # edit the user information.
     def edit_user(body):
-        name = body['name']
-        phone_number = body['phone_number']
-        email = body['email_address']
-        for i, user_ in enumerate(data['user']):
+        name = body["name"]
+        phone_number = body["phone_number"]
+        email = body["email_address"]
+        for i, user_ in enumerate(data["user"]):
             if user_.email_address == email:
                 if not check_phone_number(phone_number):
                     return jsonify({"error": "Incorrect phone number !"}), 400
-                data['user'][i] = User(name, phone_number, email)
-                return jsonify(data['user'][i].__dict__), 200
+                data["user"][i] = User(name, phone_number, email)
+                return jsonify(data["user"][i].__dict__), 200
         return jsonify({"error": "User not found !"}), 404
 
-    if request.method == 'GET':
+    if request.method == "GET":
         return get_users()
-    if request.method == 'POST':
+    if request.method == "POST":
         body = request.get_json()
         return add_user(body)
-    if request.method == 'PUT':
+    if request.method == "PUT":
         body = request.get_json()
         return edit_user(body)
     return jsonify({"error": "Unsupported request method !"}), 405
 
-@app.route('/resume/experience', methods=['GET', 'POST'])
+
+@app.route("/resume/experience", methods=["GET", "POST"])
 def experience():
-    '''
+    """
     Handle experience requests
-    '''
-    if request.method == 'GET':
-        return jsonify({"experience": [exp.__dict__ for exp in data["experience"]]})
+    """
 
-    if request.method == 'POST':
+    if request.method == "GET":
+        return jsonify(
+            {"experience": [exp.__dict__ for exp in data["experience"]]})
+
+    if request.method == "POST":
         new_experience = request.json
         experience_instance = Experience(
             new_experience["title"],
             new_experience["company"],
             new_experience["start_date"],
             new_experience["end_date"],
             new_experience["description"],
-            new_experience["logo"]
+            new_experience["logo"],
         )
         data["experience"].append(experience_instance)
         return jsonify({"id": len(data["experience"]) - 1})
 
     return jsonify({})
 
-@app.route('/resume/education', methods=['GET', 'POST'])
+
+@app.route("/resume/education", methods=["GET", "POST"])
 def education():
-    '''
+    """
     Handles education requests
-    '''
-    if request.method == 'GET':
-        return jsonify({"education": [edu.__dict__ for edu in data["education"]]})
+    """
+    if request.method == "GET":
+        return jsonify(
+            {"education": [edu.__dict__ for edu in data["education"]]})
 
-    if request.method == 'POST':
+    if request.method == "POST":
         new_education = request.json
         education_instance = Education(
             new_education["course"],
             new_education["school"],
             new_education["start_date"],
             new_education["end_date"],
             new_education["grade"],
-            new_education["logo"]
+            new_education["logo"],
         )
         data["education"].append(education_instance)
         return jsonify({"id": len(data["education"]) - 1})
 
     return jsonify({})
 
 
-@app.route('/resume/skill', methods=['GET', 'POST'])
+@app.route("/resume/skill", methods=["GET", "POST"])
 def skill():
-    '''
+    """
     Handles Skill requests
-    '''
-    if request.method == 'GET':
+    """
+
+    if request.method == "GET":
         return jsonify({"skills": [skill.__dict__ for skill in data["skill"]]})
 
-    if request.method == 'POST':
+    if request.method == "POST":
         new_skill = request.json
-        skill_instance = Skill(new_skill["name"], new_skill["proficiency"], new_skill["logo"])
+        skill_instance = Skill(
+            new_skill["name"], new_skill["proficiency"], new_skill["logo"]
+        )
         data["skill"].append(skill_instance)
         return jsonify({"id": len(data["skill"]) - 1})
 
     return jsonify({})
 
-@app.route('/resume/spellcheck', methods=['POST'])
+
+@app.route("/resume/spellcheck", methods=["POST"])
 def spellcheck():
-    '''
+    """
     Corrects the spelling of a text
-    '''
+    """
     body = request.get_json()
     try:
-        text = body['text']
+        text = body["text"]
         corrected_text = correct_spelling(text)
 
         return jsonify({"before": text, "after": corrected_text}), 200
     except KeyError:
         return jsonify({"error": "Missing text parameter"}), 400
+
+
+@app.route("/suggestion", methods=["POST"])
+def get_description_suggestion():
+    """
+    Handles suggestion requests
+    """
+    description = request.json.get("description")
+    description_type = request.json.get("type")
+    if not description or not description_type:
+        return jsonify({"error": "Description and type are required"}), 400
+    suggestion = get_suggestion(description, description_type)
+    return jsonify({"suggestion": suggestion})

requirements.txt

@@ -1,4 +1,7 @@
 flask
 pytest
 pylint
-pyspellchecker
+google-generativeai
+python-dotenv
+pyspellchecker
+

test_pytest.py

@@ -1,9 +1,12 @@
 '''
 Tests in Pytest
 '''
+from unittest.mock import patch
 import pytest
 from app import app
 
+
+
 def test_client():
     '''
     Makes a request and checks the message received is the same
@@ -136,3 +139,38 @@ def test_correct_spelling(text, expected):
     response = app.test_client().post('/resume/spellcheck', json={'text': text})
     assert response.status_code == 200
     assert response.json['after'] == expected
+
+# testcases for ai suggested imrpvoed descriptions
+@patch('app.get_suggestion')
+def test_get_description_suggestion(mock_get_suggestion):
+    '''
+    Test the /suggestion route with valid inputs
+    '''
+    mock_get_suggestion.return_value = "Improved description"
+
+    response = app.test_client().post('/suggestion', json={
+        'description': 'This is a sample description.',
+        'type': 'experience'
+    })
+
+    assert response.status_code == 200
+    assert response.json['suggestion'] == 'Improved description'
+
+
+def test_get_description_suggestion_missing_fields():
+    '''
+    Test the /suggestion route with missing fields
+    '''
+    # Missing 'type'
+    response = app.test_client().post('/suggestion', json={
+        'description': 'This is a sample description.'
+    })
+    assert response.status_code == 400
+    assert response.json['error'] == 'Description and type are required'
+
+    # Missing 'description'
+    response = app.test_client().post('/suggestion', json={
+        'type': 'experience'
+    })
+    assert response.status_code == 400
+    assert response.json['error'] == 'Description and type are required'

utils.py

@@ -1,19 +1,51 @@
-""" Util functions for the Flask App."""
+"""
+Utility Methods File
+"""
+
+import os
 import re
 from spellchecker import SpellChecker
+import google.generativeai as genai
+from dotenv import load_dotenv
+
+
+load_dotenv()
+
+
+GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
+genai.configure(api_key=GOOGLE_API_KEY)
+
+
+def get_suggestion(description, description_type):
+    """
+    give suggestions for description section using gemini (free alternative to openai's chatgpt api)
+    """
+    prompt = ""
+    if description_type == "education":
+        prompt = f"Improve the following education \
+        experience description for resume: {description}"
+    elif description_type == "experience":
+        prompt = f"Improve the following professional \
+         experience description for resume: {description}"
+
+    model = genai.GenerativeModel("gemini-pro")
+    response = model.generate_content(prompt)
+    return response.text
+
 
 def check_phone_number(phone_number):
-    """ Checks if the phone number is valid and follows
-        the international country code
+    """Checks if the phone number is valid and follows
+    the international country code
     """
-    regex = re.compile(r'^\+\d{1,3}\d{1,14}$')
+    regex = re.compile(r"^\+\d{1,3}\d{1,14}$")
     return bool(regex.match(phone_number))
 
+
 def correct_spelling(text: str):
-    """ Corrects the spelling of a text"""
+    """Corrects the spelling of a text"""
 
     spell_checker = SpellChecker()
-    word_pattern = r'\w+|[^\w\s]'
+    word_pattern = r"\w+|[^\w\s]"
 
     misspelled = spell_checker.unknown(re.findall(word_pattern, text))
     corrected_text = text