Update README.md

README.md

@@ -18,21 +18,23 @@ Change csv file path and run **"RECOMMENDATION MODEL"** part in **Job_Recommenda
 ### Test recommeded system
 In **TEST RECOMMENDED SYSTEM** part of **Job_Recommendation_System.ipynb** notebook, change **input_hard_skills, input_soft_skills, input_major** and run code to receive result
 
-## Add the get started code
-### Get started code
 ```
 import pickle
 import pandas as pd
 
-with open('recommendation_model.pkl', 'rb') as file:
-     tfidf_vectorizer_skills, tfidf_vectorizer_majors, companies_skills_vec, companies_majors_vec = pickle.load(file)
+# Load the model
+with open('recommendation_pipeline.pkl', 'rb') as file:
+    recommendation_pipeline = pickle.load(file)
 
-input_hard_skills = "Python, Java, Finance, Excel"
-input_soft_skills = "Communication, Teamwork"
-input_major = ""
-jobs_data = pd.read_csv("jobs_data.csv")
+# Example input
+input_data = pd.DataFrame({
+    'final_hard_skill': ["Python, Java, Finance, Excel"],
+    'final_soft_skill': ["Communication, Teamwork"],
+    'candidate_field': [""]
+})
 
-recommended_jobs = recommend_jobs_for_input_skills(input_hard_skills, input_soft_skills, input_major, jobs_data, 'recommendation_model.pkl')
+# Make recommendations
+recommended_jobs = recommendation_pipeline.transform(input_data)
 print("Recommended Jobs based on input skills and major:")
 print(recommended_jobs)
-```
+```