TL;DR — Turn complex JSON blobs into SQL schema or SQL schema updates effortlessly with GPT-4.
Picture this: you’re working on a project or at your job, tasked with running an hourly job using Airflow or a simple cronjob to move data from a JSON API into SQL tables. You know the drill — designing the schema to match the source JSON can be a tedious, monotonous process.
With GPT-4, you can simply paste JSON output from any API into the model and ask it to generate a SQL schema tailored to your destination database. Say goodbye to manual schema design and hello to a new era of efficiency.
To illustrate just how powerful GPT-4 can be, let’s take a look at an example using Blockstream’s public Bitcoin API (https://blockstream.info/api/tx/406d0a5ac590ac7f2e96b7999eb40b5bdaaaf33da2204275d2e3671d3eda3754):
{
"txid": "406d0a5ac590ac7f2e96b7999eb40b5bdaaaf33da2204275d2e3671d3eda3754",
"version": 1,
"locktime": 0,
"vin": [
{
"txid": "38c68a14ac0248e8bcaf885023eb98407518d2b8cf9b22763d3787257d342c3c",
"vout": 1,
"prevout": {
"scriptpubkey": "xxx",
"scriptpubkey_asm": "OP_PUSHNUM_1 OP_PUSHBYTES_32 11048b7e72bd60d9ccbaddd07cd10de2a7c8d07087f2b20d3ba920331d9b8367",
"scriptpubkey_type": "v1_p2tr",
"scriptpubkey_address"…