@ruvector/postgres-cli
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Advanced AI vector database CLI for PostgreSQL - pgvector drop-in replacement with 53+ SQL functions, 39 attention mechanisms, GNN layers, hyperbolic embeddings, and self-learning capabilities
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TypeScript
/**
* Quantization Commands
* CLI commands for vector quantization operations (binary, scalar, product)
*/
import type { RuVectorClient } from '../client.js';
export interface BinaryQuantizeOptions {
vector: string;
}
export interface ScalarQuantizeOptions {
vector: string;
}
export interface QuantizedSearchOptions {
table: string;
query: string;
topK?: string;
quantType?: 'binary' | 'scalar';
}
export declare class QuantizationCommands {
static binaryQuantize(client: RuVectorClient, options: BinaryQuantizeOptions): Promise<void>;
static scalarQuantize(client: RuVectorClient, options: ScalarQuantizeOptions): Promise<void>;
static stats(client: RuVectorClient): Promise<void>;
static compare(client: RuVectorClient, vector: string): Promise<void>;
static showHelp(): void;
}
export default QuantizationCommands;
//# sourceMappingURL=quantization.d.ts.map