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Update pgvector example to use Vercel AI SDK #920

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merged 3 commits into from
May 25, 2024
Merged

Update pgvector example to use Vercel AI SDK #920

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1cb734f
Update example
leerob May 25, 2024
305639a
Another
leerob May 25, 2024
6d491dc
Fix
leerob May 25, 2024
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8 changes: 4 additions & 4 deletions storage/postgres-pgvector/app/actions.tsx
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@
import prisma from '@/lib/prisma'
import { openai } from '@/lib/openai'
import { type Pokemon } from '@prisma/client'
import { embed } from 'ai'

export async function searchPokedex(
query: string
Expand Down Expand Up @@ -33,10 +34,9 @@ export async function searchPokedex(
async function generateEmbedding(raw: string) {
// OpenAI recommends replacing newlines with spaces for best results
const input = raw.replace(/\n/g, ' ')
const embeddingData = await openai.embeddings.create({
model: 'text-embedding-ada-002',
input,
const { embedding } = await embed({
model: openai.embedding('text-embedding-ada-002'),
value: input,
})
const [{ embedding }] = (embeddingData as any).data
return embedding
}
6 changes: 1 addition & 5 deletions storage/postgres-pgvector/app/layout.tsx
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@@ -1,6 +1,5 @@
import './globals.css'
import { Inter } from 'next/font/google'
import { HotToaster } from '../components/hot-toaster'

export const metadata = {
metadataBase: new URL('https://postgres-pgvector.vercel.app'),
Expand All @@ -22,10 +21,7 @@ export default function RootLayout({
}) {
return (
<html lang="en">
<body className={inter.variable}>
{children}
<HotToaster />
</body>
<body className={inter.variable}>{children}</body>
</html>
)
}
2 changes: 1 addition & 1 deletion storage/postgres-pgvector/app/page.tsx
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Expand Up @@ -57,7 +57,7 @@ export default function Home() {
</Link>
, and{' '}
<Link
href="https://platform.openai.com/docs/guides/embeddings"
href="https://sdk.vercel.ai/providers/ai-sdk-providers/openai#embedding-models"
className="font-medium underline underline-offset-4 hover:text-black transition-colors"
>
OpenAI
Expand Down
26 changes: 0 additions & 26 deletions storage/postgres-pgvector/components/hot-toaster.tsx
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25 changes: 0 additions & 25 deletions storage/postgres-pgvector/components/refresh-button.tsx
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5 changes: 0 additions & 5 deletions storage/postgres-pgvector/components/search.tsx
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Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,6 @@ import {
} from '@/components/command'
import { type Pokemon } from '@prisma/client'
import { useEffect, useState } from 'react'
import { toast } from 'react-hot-toast'
import { useDebounce } from 'use-debounce'

export interface SearchProps {
Expand Down Expand Up @@ -55,10 +54,6 @@ export function Search({ searchPokedex }: SearchProps) {
key={pokemon.id}
value={pokemon.name}
className="flex items-center justify-between py-3"
onSelect={(p) => {
console.log(p)
toast.success(`You selected ${p}!`)
}}
>
<div className="flex items-center space-x-4">
<div className="space-y-1">
Expand Down
4 changes: 2 additions & 2 deletions storage/postgres-pgvector/lib/openai.ts
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
import OpenAI from 'openai'
import { createOpenAI } from '@ai-sdk/openai'

export const openai = new OpenAI({
export const openai = createOpenAI({
apiKey: process.env.OPENAI_API_KEY || '',
organization: process.env.OPENAI_ORG_ID,
})
3 changes: 2 additions & 1 deletion storage/postgres-pgvector/package.json
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Expand Up @@ -14,10 +14,12 @@
"seed": "ts-node --compiler-options {\"module\":\"CommonJS\"} prisma/seed.ts"
},
"dependencies": {
"@ai-sdk/openai": "^0.0.14",
"@prisma/client": "^5.14.0",
"@types/node": "20.12.12",
"@types/react": "18.3.2",
"@types/react-dom": "18.3.0",
"ai": "^3.1.14",
"autoprefixer": "10.4.19",
"clsx": "^2.1.1",
"cmdk": "^1.0.0",
Expand All @@ -30,7 +32,6 @@
"prisma": "^5.14.0",
"react": "18.3.1",
"react-dom": "18.3.1",
"react-hot-toast": "^2.4.1",
"tailwind-merge": "^2.3.0",
"tailwindcss": "3.4.3",
"ts-node": "^10.9.2",
Expand Down