072 Configuration 75fcc21c

# Vectorize Configuration

## Create Index

```bash
npx wrangler vectorize create my-index --dimensions=768 --metric=cosine
```

**⚠️ Dimensions and metric are immutable** - cannot change after creation.

## Worker Binding

```jsonc
// wrangler.jsonc
{
  "vectorize": [{ "binding": "VECTORIZE", "index_name": "my-index" }],
}
```

```typescript
interface Env {
  VECTORIZE: Vectorize
}
```

## Metadata Indexes

**Must create BEFORE inserting vectors** - existing vectors not retroactively indexed.

```bash
wrangler vectorize create-metadata-index my-index --property-name=category --type=string
wrangler vectorize create-metadata-index my-index --property-name=price --type=number
```

| Type      | Use For                                   |
| --------- | ----------------------------------------- |
| `string`  | Categories, tags (first 64 bytes indexed) |
| `number`  | Prices, timestamps                        |
| `boolean` | Flags                                     |

## CLI Commands

```bash
# Index management
wrangler vectorize list
wrangler vectorize info <index-name>
wrangler vectorize delete <index-name>

# Vector operations
wrangler vectorize insert <index-name> --file=embeddings.ndjson
wrangler vectorize get <index-name> --ids=id1,id2
wrangler vectorize delete-by-ids <index-name> --ids=id1,id2

# Metadata indexes
wrangler vectorize list-metadata-index <index-name>
wrangler vectorize delete-metadata-index <index-name> --property-name=field
```

## Bulk Upload (NDJSON)

```json
{"id": "1", "values": [0.1, 0.2, ...], "metadata": {"category": "docs"}}
{"id": "2", "values": [0.4, 0.5, ...], "namespace": "tenant-abc"}
```

**Limits:** 5000 vectors per file, 100 MB max

## Cardinality Best Practice

Bucket high-cardinality data:

```typescript
// ❌ Millisecond timestamps
metadata: {
  timestamp: Date.now()
}

// ✅ 5-minute buckets
metadata: {
  timestamp_bucket: Math.floor(Date.now() / 300000) * 300000
}
```

## Production Checklist

1. Create index with correct dimensions
2. Create metadata indexes FIRST
3. Test bulk upload
4. Configure bindings
5. Deploy Worker
6. Verify queries