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// Copyright (c) 2025, 2026 Julius ML
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in all
// copies or substantial portions of the Software.
//! SurrealDB storage backend for post-cortex.
//!
//! This module provides a SurrealDB-based storage implementation with:
//! - Native graph support for entity relationships
//! - HNSW vector indexing for embeddings
//! - Efficient session and workspace management
//!
//! Enable with: `cargo build --features surrealdb-storage`
//!
//! Split by trait concern so the public surface stays identical — external
//! code imports `SurrealDBStorage` from `crate::surrealdb_storage`
//! exactly as before.
use Arc;
use Surreal;
use Any;
/// Minimum embedding dimension. Storage doesn't enforce a specific dim —
/// the embedding engine + vector_db (HNSW) own that contract. We keep a
/// sanity floor here to reject malformed zero-length payloads. Each
/// `EmbeddingRecord` carries its `vector.len()` natively in SurrealDB, so
/// callers can mix dims across model migrations as long as they keep the
/// per-session index consistent.
pub const MIN_VECTOR_LEN: usize = 8;
/// SurrealDB storage implementation supporting both local (RocksDB) and remote (WebSocket) backends