Demoing SQLCoder-34B-Beta

Defog's SQLCoder-34B is a state of the art-models for generating SQL queries from natural language. Read more about it here.

Ask a question

Enter special instructions (optional)

Enter your database schema

CREATE TABLE products (
  product_id INTEGER PRIMARY KEY, -- Unique ID for each product
  name VARCHAR(50), -- Name of the product
  price DECIMAL(10,2), -- Price of each unit of the product
  quantity INTEGER  -- Current quantity in stock
);

CREATE TABLE customers (
  customer_id INTEGER PRIMARY KEY, -- Unique ID for each customer
  name VARCHAR(50), -- Name of the customer
  address VARCHAR(100) -- Mailing address of the customer
);

CREATE TABLE salespeople (
  salesperson_id INTEGER PRIMARY KEY, -- Unique ID for each salesperson 
  name VARCHAR(50), -- Name of the salesperson
  region VARCHAR(50) -- Geographic sales region 
);

CREATE TABLE sales (
  sale_id INTEGER PRIMARY KEY, -- Unique ID for each sale
  product_id INTEGER, -- ID of product sold
  customer_id INTEGER,  -- ID of customer who made purchase
  salesperson_id INTEGER, -- ID of salesperson who made the sale
  sale_date DATE, -- Date the sale occurred 
  quantity INTEGER -- Quantity of product sold
);

CREATE TABLE product_suppliers (
  supplier_id INTEGER PRIMARY KEY, -- Unique ID for each supplier
  product_id INTEGER, -- Product ID supplied
  supply_price DECIMAL(10,2) -- Unit price charged by supplier
);

-- sales.product_id can be joined with products.product_id
-- sales.customer_id can be joined with customers.customer_id 
-- sales.salesperson_id can be joined with salespeople.salesperson_id
-- product_suppliers.product_id can be joined with products.product_id

SQLCoder's Generated Query

This public facing demo runs a limited version of SQLCoder with greedy search, and will have worse performance than our production. To use an optimized version, please run this on your own servers with num_beams=5, or contact us for a demo.

Click on the Get SQL button above to generate the SQL

Demoing SQLCoder-34B-Beta

Ask a question

Enter special instructions (optional)

Enter your database schema

SQLCoder's Generated Query

Fine-tune our LLM on your enterprise data

Resources

Product

Company