diff --git a/README.md b/README.md
index f3f3c4f..d091654 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,45 @@
-# Unit Testing SQL Queries Using Python
\ No newline at end of file
+# SQL Unit Testing in Python
+
+This project demonstrates how to perform unit testing for SQL queries using Python. The goal is to ensure the accuracy and reliability of SQL logic used in data processing and analytics. The project leverages pytest for testing, SQLAlchemy for database interaction, and GitHub Actions for CI/CD.
+
+
+## Prerequisites
+
+- Python 3.12
+- pip
+
+## Setup
+
+1. **Clone the repository**
+    ```sh
+    git clone https://github.com/bernatsort/sql-unit-testing-python.git
+    cd sql-unit-testing-python
+    ```
+
+2. **Create a virtual environment**
+    ```sh
+    python -m venv venv
+    source venv/bin/activate # On Windows use `venv\Scripts\activate`
+    ```
+
+3. **Install dependencies**
+    ```sh
+    pip install --upgrade pip
+    pip install pytest sqlalchemy pandas openpyxl
+    ```
+
+## Running the Tests
+
+-  **Run all tests**
+    ```sh
+    pytest
+    ```
+
+## CI/CD Pipeline
+
+The project uses GitHub Actions for continuous integration. The CI pipeline is configured to:
+
+1. **Checkout the repository**
+2. **Set up Python 3.12**
+3. **Install dependencies**
+
diff --git a/tests/test_sql_logic.py b/tests/test_sql_logic.py
index ff78b10..7ebc671 100644
--- a/tests/test_sql_logic.py
+++ b/tests/test_sql_logic.py
@@ -23,35 +23,46 @@ def load_sql_query(file_name):
         return file.read()
 
 def run_query_test(db_connection, expected_results, query_name, sql_file):
-    """
-    Helper function to run a SQL query and validate its results.
-    It encapsulates the common logic for running a SQL query, fetching results, 
-    filtering valid results, and comparing them with expected results. 
-    This function is called by the individual test functions to perform the shared logic.
-    """
-    query_sql = load_sql_query(sql_file)
-    results = db_connection.execute(text(query_sql))
-    results_dict = fetch_results_as_dict(results)
-
+    try: 
+        """
+        Helper function to run a SQL query and validate its results.
+        It encapsulates the common logic for running a SQL query, fetching results, 
+        filtering valid results, and comparing them with expected results. 
+        This function is called by the individual test functions to perform the shared logic.
+        """
+        query_sql = load_sql_query(sql_file)
+        results = db_connection.execute(text(query_sql))
+        results_dict = fetch_results_as_dict(results)
+    except Exception as e: 
+        pytest.fail(f"Error al ejecutar la consulta {query_name}: {str(e)}")
+    
     # Compare with expected results
     expected = expected_results[query_name]["expected"]
     assert results_dict == expected, f"Error in {query_name}: {results_dict} != {expected}"
 
-# Tests
-def test_active_sites_positive(db_connection, expected_results):
-    run_query_test(db_connection, expected_results, "active_sites_positive", "active_sites_positive.sql")
+# # Tests
+# def test_active_sites_positive(db_connection, expected_results):
+#     run_query_test(db_connection, expected_results, "active_sites_positive", "active_sites_positive.sql")
 
-def test_randomized_patients_positive(db_connection, expected_results):
-    run_query_test(db_connection, expected_results, "randomized_patients_positive", "randomized_patients_positive.sql")
+# def test_randomized_patients_positive(db_connection, expected_results):
+#     run_query_test(db_connection, expected_results, "randomized_patients_positive", "randomized_patients_positive.sql")
 
-def test_active_patients_date(db_connection, expected_results):
-    run_query_test(db_connection, expected_results, "active_patients_date", "active_patients_date.sql")
+# def test_active_patients_date(db_connection, expected_results):
+#     run_query_test(db_connection, expected_results, "active_patients_date", "active_patients_date.sql")
 
 # # Test that will fail
 # def test_failing_active_patients_date(db_connection, expected_results):
 #     run_query_test(db_connection, expected_results, "active_patients_study_1368_0004", "failing_query_active_patients_date.sql")
 
-
+# Parametrized test
+@pytest.mark.parametrize("query_name, sql_file", [
+    ("active_sites_positive", "active_sites_positive.sql")
+    ,("randomized_patients_positive", "randomized_patients_positive.sql")
+    ,("active_patients_date", "active_patients_date.sql")
+    # ,("active_patients_study_1368_0004", "failing_query_active_patients_date.sql")
+])
+def test_sql_queries(db_connection, expected_results, query_name, sql_file):
+    run_query_test(db_connection, expected_results, query_name, sql_file)