> ## Documentation Index
> Fetch the complete documentation index at: https://docs.cyborg.co/llms.txt
> Use this file to discover all available pages before exploring further.
# Create a New Encrypted Index
To create an encrypted index, you need to specify an index name (must be unique) and an index key:
```python Python SDK icon="python" theme={null}
from cyborgdb import Client
# Create a client
client = Client(
base_url='http://localhost:8000',
api_key='your-api-key'
)
# Generate an encryption key for the index
index_key = client.generate_key(save=True)
# Create an encrypted index
index = client.create_index(
index_name="my_index",
index_key=index_key
)
```
```javascript JavaScript SDK icon="js" theme={null}
import { Client } from 'cyborgdb';
// Create a client
const client = new Client({
baseUrl: 'http://localhost:8000',
apiKey: 'your-api-key'
});
// Generate an encryption key for the index
const indexKey = client.generateKey();
// Create an encrypted index
const index = await client.createIndex({
indexName: "my_index",
indexKey
});
```
```typescript TypeScript SDK icon="code" theme={null}
import { Client, EncryptedIndex, CreateIndexRequest } from 'cyborgdb';
// Create a client
const client = new Client({
baseUrl: 'http://localhost:8000',
apiKey: 'your-api-key'
});
// Generate an encryption key for the index
const indexKey: Uint8Array = client.generateKey();
// Create an encrypted index
const params: CreateIndexRequest = {
indexName: "my_index",
indexKey
};
const index: EncryptedIndex = await client.createIndex(params);
```
```go Go SDK icon="golang" theme={null}
package main
import (
"context"
"log"
"github.com/cyborginc/cyborgdb-go"
)
func main() {
// Create client
client, err := cyborgdb.NewClient("http://localhost:8000", "your-api-key")
if err != nil {
log.Fatal(err)
}
// Generate encryption key
indexKey, err := cyborgdb.GenerateKey()
if err != nil {
log.Fatal(err)
}
// Create encrypted index
params := &cyborgdb.CreateIndexParams{
IndexName: "my_index",
IndexKey: indexKey,
}
ctx := context.Background()
index, err := client.CreateIndex(ctx, params)
if err != nil {
log.Fatal(err)
}
log.Printf("Created index: %s", index.GetIndexName())
}
```
```bash cURL icon="rectangle-terminal" theme={null}
curl -X POST "http://localhost:8000/v1/indexes/create" \
-H "X-API-Key: your-api-key" \
-H "Content-Type: application/json" \
-d '{
"index_name": "my_index",
"index_key": "your_64_character_hex_key_here"
}'
```
This creates a new encrypted index with the IVFFlat type by default. For more details on IVFFlat and other index options, see [Configure an Encrypted Index](../advanced/configure-index).
You can also specify optional parameters like `metric` (distance metric: `"euclidean"`, `"squared_euclidean"`, or `"cosine"`) and `index_config` when creating an index. See the [API Reference](#api-reference) and [Configure an Encrypted Index](../advanced/configure-index) for more details.
The example above creates a random 32 byte (256-bit) index key.
This is fine for evaluation purposes, but for production use, we recommend that you use an HSM or KMS solution.
For more details, see [Managing Encryption Keys](../advanced/managing-keys).
## Index Caching
The service-based SDKs handle caching automatically on the server side. Unlike the embedded SDKs, you don't need to specify cache sizes when creating indexes.
The CyborgDB service optimizes query performance through:
* Automatic index caching based on usage patterns
* Server-side query optimization
* Efficient index loading and memory management
## Automatic Embedding Generation
To use automatic embedding generation, use the [Docker Service](../intro/quickstart-docker) or install with `pip install cyborgdb-service[embeddings]`
All Client SDKs support automatic embedding generation. You can specify an embedding model when creating the index:
```python Python SDK icon="python" theme={null}
from cyborgdb import Client, IndexIVFFlat
# Create a client
client = Client(
base_url='http://localhost:8000',
api_key='your-api-key'
)
# Generate an encryption key for the index
index_key = client.generate_key(save=True)
# Set embedding model (from HuggingFace)
embedding_model = "all-MiniLM-L6-v2"
# Create an encrypted index with managed embedding generation
index = client.create_index(
index_name="my_index",
index_key=index_key,
embedding_model=embedding_model
)
```
```javascript JavaScript SDK icon="js" theme={null}
import { Client } from 'cyborgdb';
// Create a client
const client = new Client({
baseUrl: 'http://localhost:8000',
apiKey: 'your-api-key'
});
// Generate an encryption key for the index
const indexKey = client.generateKey();
// Set embedding model (from HuggingFace)
const embeddingModel = "all-MiniLM-L6-v2";
// Create an encrypted index with managed embedding generation
const index = await client.createIndex({
indexName: "my_index",
indexKey,
embeddingModel
});
```
```typescript TypeScript SDK icon="code" theme={null}
import { Client, EncryptedIndex, CreateIndexRequest } from 'cyborgdb';
// Create a client
const client = new Client({
baseUrl: 'http://localhost:8000',
apiKey: 'your-api-key'
});
// Generate an encryption key for the index
const indexKey: Uint8Array = client.generateKey();
// Set embedding model (from HuggingFace)
const embeddingModel: string = "all-MiniLM-L6-v2";
// Create an encrypted index with managed embedding generation
const params: CreateIndexRequest = {
indexName: "my_index",
indexKey,
embeddingModel
};
const index: EncryptedIndex = await client.createIndex(params);
```
```go Go SDK icon="golang" theme={null}
package main
import (
"context"
"log"
"github.com/cyborginc/cyborgdb-go"
)
func main() {
// Create client
client, err := cyborgdb.NewClient("http://localhost:8000", "your-api-key")
if err != nil {
log.Fatal(err)
}
// Generate encryption key
indexKey, err := cyborgdb.GenerateKey()
if err != nil {
log.Fatal(err)
}
// Set embedding model
embeddingModel := "all-MiniLM-L6-v2"
// Create encrypted index with managed embedding generation
params := &cyborgdb.CreateIndexParams{
IndexName: "my_index",
IndexKey: indexKey,
EmbeddingModel: &embeddingModel,
}
ctx := context.Background()
index, err := client.CreateIndex(ctx, params)
if err != nil {
log.Fatal(err)
}
log.Printf("Created index with embeddings: %s", index.GetIndexName())
}
```
```bash cURL icon="rectangle-terminal" theme={null}
curl -X POST "http://localhost:8000/v1/indexes/create" \
-H "X-API-Key: your-api-key" \
-H "Content-Type: application/json" \
-d '{
"index_name": "my_index",
"index_key": "your_64_character_hex_key_here",
"embedding_model": "all-MiniLM-L6-v2"
}'
```
## API Reference
For more information on creating encrypted indexes, refer to the API reference:
REST API reference for `/v1/indexes/create`
API reference for `create_index()` in Python
API reference for `createIndex()` in JavaScript/TypeScript
API reference for `CreateIndex()` in Go