Crate sediment 

Sediment: Semantic memory for AI agents

A local-first, MCP-native vector database for AI agent memory.

Features

• Embedded storage - LanceDB-powered, directory-based, no server required
• Local embeddings - Uses all-MiniLM-L6-v2 locally, no API keys needed
• MCP-native - 4 tools for seamless LLM integration
• Project-aware - Scoped memories with automatic project detection
• Auto-chunking - Long content is automatically chunked for better search

Re-exports

pub use chunker::ChunkResult;

pub use chunker::ChunkingConfig;

pub use chunker::chunk_content;

pub use db::Database;

pub use document::ContentType;

pub use embedder::EMBEDDING_DIM;

pub use embedder::Embedder;

pub use error::Result;

pub use error::SedimentError;

pub use item::Chunk;

pub use item::ConflictInfo;

pub use item::Item;

pub use item::ItemFilters;

pub use item::SearchResult;

pub use item::StoreResult;

pub use retry::RetryConfig;

pub use retry::with_retry;

Modules

access

Access tracking for memory decay scoring.

chunker

Chunking logic for splitting documents into searchable pieces

consolidation

Memory consolidation: auto-merging duplicates and linking related items.

db

Database module using LanceDB for vector storage

document

Content type for chunking

embedder

error

graph

Graph store using SQLite for relationship tracking between memories.

item

Unified Item type for semantic storage

mcp

MCP (Model Context Protocol) server implementation

retry

Retry utilities with exponential backoff

Structs

ProjectConfig

Project configuration stored in .sediment/config

Enums

ListScope

Scope for listing items (recall always searches all with boosting)

StoreScope

Scope for storing items

Functions

boost_similarity

Apply similarity boosting based on project context.

central_db_path

Get the central database path.

default_db_path

Get the default global database path (alias for central_db_path for backwards compatibility)

find_project_root

Find the project root by walking up from the given path.

get_or_create_project_id

Get or create the project ID for a given project root.

init_project

Initialize a project directory for Sediment.