Guide to Setting Up a Text to SQL Agent with smolagents#

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Step 1 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
 ─ Executing parsed code: ───────────────────────────────────────────────────── 
  query = "SELECT customer_name FROM receipts ORDER BY (price + tip) DESC       
  LIMIT 1;"                                                                     
  result = sql_engine(query)                                                    
  # Split the result to get the customer name from the second line              
  lines = result.split('\n')                                                    
  customer = lines[1].strip()                                                   
  final_answer(customer)                                                        
 ────────────────────────────────────────────────────────────────────────────── 
Out - Final answer: ('Woodrow Wilson',)
[Step 1: Duration 86.91 seconds| Input tokens: 2,099 | Output tokens: 906]

 ─ Executing parsed code: ───────────────────────────────────────────────────── 
  query = """                                                                   
  SELECT waiter_name, SUM(tip) AS total_tip                                     
  FROM waiters                                                                  
  JOIN receipts ON waiters.receipt_id = receipts.receipt_id                     
  GROUP BY waiter_name                                                          
  ORDER BY total_tip DESC;                                                      
  """                                                                           
  result = sql_engine(query)                                                    
  print("SQL Result:", result)                                                  
 ────────────────────────────────────────────────────────────────────────────── 
Execution logs:
SQL Result: 
('Michael Watts', 5.669999822974205)
('Corey Johnson', 1.2000000476837158)
('Margaret James', 1.0)

Out: None
[Step 1: Duration 146.87 seconds| Input tokens: 2,113 | Output tokens: 923]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Step 2 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
 ─ Executing parsed code: ───────────────────────────────────────────────────── 
  final_answer("Michael Watts")                                                 
 ────────────────────────────────────────────────────────────────────────────── 
Out - Final answer: Michael Watts
[Step 2: Duration 21.90 seconds| Input tokens: 5,333 | Output tokens: 1,145]