# docs: updated `Supabase` notebook
- the title of the notebook was inconsistent (included redundant
"Vectorstore"). Removed this "Vectorstore"
- added `Postgress` to the title. It is important. The `Postgres` name
is much more popular than `Supabase`.
- added description for the `Postrgress`
- added more info to the `Supabase` description
">[Supabase](https://supabase.com/docs) is an open source Firebase alternative.\n",
">[Supabase](https://supabase.com/docs) is an open source Firebase alternative. `Supabase` is built on top of `PostgreSQL`, which offers strong SQL querying capabilities and enables a simple interface with already-existing tools and frameworks.\n",
"\n",
">[PostgreSQL](https://en.wikipedia.org/wiki/PostgreSQL) also known as `Postgres`, is a free and open-source relational database management system (RDBMS) emphasizing extensibility and SQL compliance.\n",
"\n",
"This notebook shows how to use `Supabase` and `pgvector` as your VectorStore.\n",
"\n",
@ -125,21 +127,12 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": null,
"id": "90afc6df",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"True"
]
"metadata": {
"tags": []
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"outputs": [],
"source": [
"# If you're storing your Supabase and OpenAI API keys in a .env file, you can load them with dotenv\n",
"from dotenv import load_dotenv\n",
@ -164,18 +157,12 @@
},
{
"cell_type": "code",
"execution_count": 4,
"execution_count": 3,
"id": "aac9563e",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"2023-04-19 20:12:28,593:INFO - NumExpr defaulting to 8 threads.\n"