Files
mem0/mem0-ts/src/oss/examples/vector-stores/pgvector.ts
T

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1.3 KiB
TypeScript

import { Memory } from "../../src";
import { runTests } from "../utils/test-utils";
export async function demoPGVector() {
console.log("\n=== Testing PGVector Store ===\n");
const memory = new Memory({
version: "v1.1",
embedder: {
provider: "openai",
config: {
apiKey: process.env.OPENAI_API_KEY || "",
model: "text-embedding-3-small",
},
},
vectorStore: {
provider: "pgvector",
config: {
collectionName: "memories",
dimension: 1536,
dbname: process.env.PGVECTOR_DB || "vectordb",
user: process.env.PGVECTOR_USER || "postgres",
password: process.env.PGVECTOR_PASSWORD || "postgres",
host: process.env.PGVECTOR_HOST || "localhost",
port: parseInt(process.env.PGVECTOR_PORT || "5432"),
embeddingModelDims: 1536,
hnsw: true,
},
},
llm: {
provider: "openai",
config: {
apiKey: process.env.OPENAI_API_KEY || "",
model: "gpt-4-turbo-preview",
},
},
historyDbPath: "memory.db",
});
await runTests(memory);
}
if (require.main === module) {
if (!process.env.PGVECTOR_DB) {
console.log("\nSkipping PGVector test - environment variables not set");
process.exit(0);
}
demoPGVector();
}