From bf5adefe6c720b178bb39bff733cf700461a0964 Mon Sep 17 00:00:00 2001 From: Greg Richardson Date: Wed, 15 Oct 2025 18:36:27 -0600 Subject: [PATCH] blog: switch anon key to publishable key --- ...2-03-openai-embeddings-postgres-vector.mdx | 32 +++++++++---------- 1 file changed, 16 insertions(+), 16 deletions(-) diff --git a/apps/www/_blog/2023-02-03-openai-embeddings-postgres-vector.mdx b/apps/www/_blog/2023-02-03-openai-embeddings-postgres-vector.mdx index e8c1ed9b4f1..381d8a0d87d 100644 --- a/apps/www/_blog/2023-02-03-openai-embeddings-postgres-vector.mdx +++ b/apps/www/_blog/2023-02-03-openai-embeddings-postgres-vector.mdx @@ -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.