Update README.md
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README.md
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@@ -109,4 +109,81 @@ tokenizer = AutoTokenizer.from_pretrained("PipableAI/pipSQL-1.3b")
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inputs = tokenizer(text, return_tensors="pt")
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outputs = model.generate(**inputs, max_new_tokens=200)
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print(tokenizer.decode(outputs[0], skip_special_tokens=True).split('<sql>')[1].split('</sql>')[0])
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```
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inputs = tokenizer(text, return_tensors="pt")
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outputs = model.generate(**inputs, max_new_tokens=200)
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print(tokenizer.decode(outputs[0], skip_special_tokens=True).split('<sql>')[1].split('</sql>')[0])
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```
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## Examples
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### Schema
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```sql
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CREATE TABLE Products (
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product_id number,
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parent_product_id number,
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product_name text,
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product_price number,
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product_color text,
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product_size text,
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product_description text);
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CREATE TABLE Customers (
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customer_id number,
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gender_code text,
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customer_first_name text,
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customer_middle_initial text,
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customer_last_name text,
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email_address text,
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login_name text,
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login_password text,
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phone_number text,
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address_line_1 text,
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town_city text,
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county text,
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country text);
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CREATE TABLE Customer_Payment_Methods (
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customer_id number,
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payment_method_code text);
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CREATE TABLE Invoices (
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invoice_number number,
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invoice_status_code text,
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invoice_date time);
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CREATE TABLE Orders (
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order_id number,
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customer_id number,
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order_status_code text,
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date_order_placed time);
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CREATE TABLE Order_Items (
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order_item_id number,
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product_id number,
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order_id number,
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order_item_status_code text);
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CREATE TABLE Shipments (
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shipment_id number,
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order_id number,
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invoice_number number,
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shipment_tracking_number text,
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shipment_date time);
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CREATE TABLE Shipment_Items (
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shipment_id number,
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order_item_id number);
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```
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### Questions
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What is the most popular payment method?
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```sql
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SELECT payment_method_code FROM Customer_Payment_Methods GROUP BY payment_method_code ORDER BY count(*) DESC LIMIT 1;
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```
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What are the product price and the product size of the products whose price is above average?
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```sql
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SELECT product_price , product_size FROM products WHERE product_price > (SELECT avg(product_price) FROM products)
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```
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What is the most uncommon order status?
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```sql
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SELECT order_status_code FROM orders GROUP BY order_status_code ORDER BY count(*) ASC LIMIT 1;
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```
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