Create a New Encrypted Index

import cyborg_vector_search_py as cvs
import secrets

# Using `memory` storage for this example
index_location = cvs.DBConfig("memory") 
config_location = cvs.DBConfig("memory")

# Create a client
client = cvs.Client(index_location, config_location)

# Create an IVFFlat index config (can also be IVF/IVFPQ)
# Using an example vector dimension of 128, and number of lists of 1024
index_config = cvs.IndexIVFFlat(dimension=128, n_lists=1024)

# Generate an encryption key for the index
index_key = secrets.token_bytes(32)

# Create an encrypted index
index = client.create_index("my_index", index_key, index_config)

#include "cyborg_vector_search/client.hpp"
#include "cyborg_vector_search/encrypted_index.hpp"
#include <array>
#include <random>

// Using `memory` storage for this example
cyborg::LocationConfig index_location(Location::kMemory); 
cyborg::LocationConfig config_location(Location::kMemory);

// Create a client
cyborg::Client client(index_location, config_location);

// Create an IVFFlat index config (can also be IVF/IVFPQ)
// Using an example vector dimension of 128, and number of lists of 1024
cyborg::IndexIVFFlat index_config(dimension=128, n_lists=1024);

// Generate a 32-byte random encryption key
std::array<uint8_t, 32> index_key;
std::random_device rd;
std::generate(index_key.begin(), index_key.end(), [&]() { return rd() % 256; });

// Create an encrypted index
cyborg::EncryptedIndex index = client.CreateIndex("my_index", index_key, index_config);

import cyborg_vector_search_py as cvs
import secrets

# Using `memory` storage for this example
index_location = cvs.DBConfig("memory") 
config_location = cvs.DBConfig("memory")

# Create a client
client = cvs.Client(index_location, config_location)

# Example index config
index_config = cvs.IndexIVFFlat(dimension=128, n_lists=1024)

# Generate an encryption key for the index
index_key = secrets.token_bytes(32)

# Set max cache size at 1MB
max_cache_size = 1000000

# Create an encrypted index
index = client.create_index("my_index", index_key, index_config, max_cache_size)

#include "cyborg_vector_search/client.hpp"
#include "cyborg_vector_search/encrypted_index.hpp"
#include <array>
#include <random>

// Using `memory` storage for this example
cyborg::LocationConfig index_location(Location::kMemory); 
cyborg::LocationConfig config_location(Location::kMemory);

// Create a client
cyborg::Client client(index_location, config_location);

// Example index config
cyborg::IndexIVFFlat index_config(dimension=128, n_lists=1024);

// Generate a 32-byte random encryption key
std::array<uint8_t, 32> index_key;
std::random_device rd;
std::generate(index_key.begin(), index_key.end(), [&]() { return rd() % 256; });

// Set max cache size at 1MB
std::size_t max_cache_size = 1000000;

// Create an encrypted index
cyborg::EncryptedIndex index = client.CreateIndex("my_index", index_key, index_config, max_cache_size);