Crate mentedb_embedding 

Embedding model integration for MenteDB.

Provides a trait-based architecture for embedding providers with built-in caching and a hash-based provider for testing.

Re-exports

pub use cache::CacheStats;

pub use cache::CachedEmbedding;

pub use cache::EmbeddingCache;

pub use hash_provider::HashEmbeddingProvider;

pub use http_provider::HttpEmbeddingConfig;

pub use http_provider::HttpEmbeddingProvider;

pub use manager::EmbeddingManager;

pub use manager::EmbeddingStats;

pub use provider::AsyncEmbeddingProvider;

pub use provider::EmbeddingProvider;

Modules

cache

LRU embedding cache with hit/miss tracking. LRU cache for computed embeddings to avoid recomputation.

hash_provider

Deterministic hash based embedding provider for testing. A deterministic, zero-dependency embedding provider for testing and development.

http_provider

HTTP based embedding provider for remote model APIs. Generic HTTP-based embedding provider for OpenAI, Cohere, Voyage, and other APIs.

manager

Embedding manager that wraps providers with caching. Embedding manager that wraps a provider with caching and statistics.

provider

Trait definitions for sync and async embedding providers. Embedding provider traits for synchronous and asynchronous embedding generation.