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blog: switch anon key to publishable key

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Greg Richardson committed 2025-10-15 18:36:27 -06:00
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apps/www/_blog/2023-02-03-openai-embeddings-postgres-vector.mdx
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@@ -177,15 +177,15 @@ async function generateEmbeddings() {
// In production, replace this with your own documents/knowledge base
const documents = [
"To reset your password, click the 'Forgot Password' link on the login page and enter your email address",
"Refunds are processed within 5-7 business days and will appear on your original payment method",
"You can upgrade your plan anytime from the billing section in your account settings",
"Our customer support team is available Monday through Friday from 9 AM to 6 PM EST",
'Refunds are processed within 5-7 business days and will appear on your original payment method',
'You can upgrade your plan anytime from the billing section in your account settings',
'Our customer support team is available Monday through Friday from 9 AM to 6 PM EST',
"To cancel your subscription, navigate to Account Settings and click the 'Cancel Plan' button",
"We accept all major credit cards, PayPal, and ACH bank transfers for payment",
"Your data is automatically backed up daily and stored securely with 256-bit encryption",
"The free trial lasts 14 days and no credit card is required to sign up",
'We accept all major credit cards, PayPal, and ACH bank transfers for payment',
'Your data is automatically backed up daily and stored securely with 256-bit encryption',
'The free trial lasts 14 days and no credit card is required to sign up',
"To add team members, go to the Team tab in settings and click 'Invite User'",
"API rate limits are 1000 requests per hour for free accounts and 10000 for paid accounts"
'API rate limits are 1000 requests per hour for free accounts and 10000 for paid accounts',
]
// Assuming each document is a string
@@ -265,24 +265,24 @@ serve(async (req) => {
Now that you have a working search function, you can test the semantic search capabilities. The beauty of semantic search is that it understands meaning, not just keywords.
Try calling your Edge Function with these example queries to see semantic search in action:
After deploying your Edge Function, try calling it with these example queries to see semantic search in action. We'll assume your function is named `search`:
```bash
curl -X POST 'https://your-project.supabase.co/functions/v1/search' \
-H 'Authorization: Bearer YOUR_ANON_KEY' \
-H 'Authorization: Bearer YOUR_PUBLISHABLE_KEY' \
-H 'Content-Type: application/json' \
-d '{"query": "I forgot my login info"}'
```
Here are some queries that demonstrate semantic understanding:
| Query | Expected Result | Why it works |
|-------|----------------|--------------|
| "I forgot my login info" | Password reset instructions | Understands "forgot login" = "reset password" |
| "Can I get my money back?" | Refund policy | Connects "money back" with "refunds" conceptually |
| "How do I add more users?" | Team member invitation steps | Links "add users" to "invite team members" |
| "I want to stop paying" | Subscription cancellation | Relates "stop paying" to "cancel subscription" |
| "What payment options do you have?" | Accepted payment methods | Matches "payment options" with "payment methods" |
| Query | Expected Result | Why it works |
| ----------------------------------- | ---------------------------- | ------------------------------------------------- |
| "I forgot my login info" | Password reset instructions | Understands "forgot login" = "reset password" |
| "Can I get my money back?" | Refund policy | Connects "money back" with "refunds" conceptually |
| "How do I add more users?" | Team member invitation steps | Links "add users" to "invite team members" |
| "I want to stop paying" | Subscription cancellation | Relates "stop paying" to "cancel subscription" |
| "What payment options do you have?" | Accepted payment methods | Matches "payment options" with "payment methods" |
Notice how these queries demonstrate semantic understanding beyond simple keyword matching. Even when queries like "Can I get my money back?" or "I want to stop paying" share no keywords with their matching documents, semantic search can still find the right answers by understanding meaning and context.