from app.database.connection import pool from langgraph.checkpoint.postgres import PostgresSaver from langgraph.store.postgres import PostgresStore from app.utils.embeddings import remote_embeddings checkpointer = PostgresSaver(pool) memory_store = PostgresStore(pool, index={"dims": 384, "embed": remote_embeddings})