vestige/crates/vestige-core/src/embedder/mod.rs
Jan De Landtsheer 5715f585fd feat(storage): phase 1 -- extract MemoryStore and Embedder traits (ADR 0001)
Introduce two trait boundaries that the rest of the stack now sits above,
landing Phase 1 of ADR 0001 (pluggable storage and network access).
Rebased onto v2.1.22 Sanhedrin from the original April work.

MemoryStore / LocalMemoryStore (crates/vestige-core/src/storage/memory_store.rs):
  One trait, ~25 methods, covering CRUD, hybrid / FTS / vector search,
  FSRS scheduling, graph edges, and the forthcoming domain surface.
  trait_variant::make generates a Send-bound MemoryStore alias over the
  base LocalMemoryStore so Arc<dyn MemoryStore> works under tokio/axum.
  Storage errors map through a dedicated MemoryStoreError.

Embedder / LocalEmbedder (crates/vestige-core/src/embedder/):
  Pluggable text-to-vector encoder. FastembedEmbedder wraps the existing
  EmbeddingService; storage never calls fastembed directly anymore.
  Embedder::signature() produces the ModelSignature consumed by the
  store's embedding_model registry.

SqliteMemoryStore (crates/vestige-core/src/storage/sqlite.rs):
  Storage renamed to SqliteMemoryStore; the old name lives on as a
  pub type alias so Arc<Storage> consumers in vestige-mcp stay intact.
  All existing inherent methods are untouched; the trait impl is
  purely additive and dispatches into them. The db_path field added
  by v2.1.1 portable-sync is preserved.

Migration V14 (crates/vestige-core/src/storage/migrations.rs):
  Renumbered from V12 (the original April number) to V14 to slot in
  cleanly after upstream's V12 (v2.1.1 sync_tombstones) and V13
  (v2.1.2 purge tombstones).
  - embedding_model registry table (CHECK id = 1, code enforces the
    single-row invariant).
  - knowledge_nodes.domains / domain_scores TEXT columns (JSON arrays
    default '[]' / '{}'), domains catalogue table, supporting indexes.
  Phase 4 populates these columns; Phase 1 just exposes the schema.

Consolidation and other cognitive pathways now accept a
&dyn LocalMemoryStore (sync) or Arc<dyn MemoryStore> (async) rather
than a concrete Storage.

Tests:
  - trait-method unit tests colocated in sqlite.rs and migrations.rs
  - embedder/fastembed.rs tests for name/dimension/hash stability
  - new integration crate tests/phase_1 (added to workspace members):
    trait_round_trip (8), embedding_model_registry (7),
    domain_column_migration (5), cognitive_module_isolation (4),
    send_bound_variant (2), embedder_trait (2).

Acceptance gate post-rebase:
  - cargo build --workspace --all-targets: ok
  - cargo clippy --workspace --all-targets -- -D warnings: clean
  - cargo test -p vestige-core --lib: 428 pass
  - cargo test -p vestige-phase-1-tests: 28 pass
  - cargo test -p vestige-mcp --lib: 380 pass (Storage alias preserves
    every existing call site)

Co-existence with v2.1.1 portable-sync: this trait extraction is
additive. Portable-sync's tombstone migrations (V12, V13) remain
on the concrete SqliteMemoryStore; Phase 2 (Postgres) will decide
which of those surfaces graduate into the trait.
2026-06-18 19:07:52 -05:00

57 lines
2 KiB
Rust

//! Text-to-vector encoding trait. Pluggable per-install.
mod fastembed;
pub use fastembed::FastembedEmbedder;
/// Error returned by every `Embedder` method.
#[non_exhaustive]
#[derive(Debug, thiserror::Error)]
pub enum EmbedderError {
#[error("embedder initialization failed: {0}")]
Init(String),
#[error("embedding generation failed: {0}")]
EmbedFailed(String),
#[error("invalid input: {0}")]
InvalidInput(String),
}
pub type EmbedderResult<T> = std::result::Result<T, EmbedderError>;
/// Pluggable embedder. The storage layer NEVER calls fastembed directly;
/// callers compute vectors via this trait and pass them into `MemoryStore`.
///
/// `#[async_trait::async_trait]` makes every `async fn` return a
/// `Pin<Box<dyn Future + Send>>`, which is required for `Box<dyn Embedder>`
/// and `Arc<dyn Embedder>` to be dyn-compatible.
#[async_trait::async_trait]
pub trait LocalEmbedder: Send + Sync + 'static {
async fn embed(&self, text: &str) -> EmbedderResult<Vec<f32>>;
fn model_name(&self) -> &str;
fn dimension(&self) -> usize;
/// Stable blake3 hash of (model_name || dimension || vestige-core crate version).
/// Lowercase hex, 64 chars.
///
/// Used by `MemoryStore::register_model` to detect silent model drift
/// (e.g. a fastembed minor upgrade that changes vector output).
fn model_hash(&self) -> String;
async fn embed_batch(&self, texts: &[&str]) -> EmbedderResult<Vec<Vec<f32>>>;
/// Returns the `ModelSignature` describing this embedder. Convenience
/// wrapper over the three accessors above.
fn signature(&self) -> crate::storage::ModelSignature {
crate::storage::ModelSignature {
name: self.model_name().to_string(),
dimension: self.dimension(),
hash: self.model_hash(),
}
}
}
/// Type alias: `Embedder` is the dyn-compatible, Send+Sync variant.
/// Both names refer to the same `async_trait`-annotated trait.
pub use LocalEmbedder as Embedder;