"""
Vector Memory MCP Server - Core Package
=======================================
This package provides vector-based memory capabilities for Claude Desktop
using sqlite-vec and sentence-transformers.
Modules:
models: Data models and type definitions
security: Security utilities and validation
embeddings: Sentence transformer wrapper (requires sentence-transformers)
memory_store: SQLite-vec operations and storage (requires sqlite-vec)
"""
__version__ = "1.0.0"
__author__ = "Vector Memory MCP Server"
# Core modules that don't require external dependencies
from .models import MemoryEntry, MemoryCategory, SearchResult, Config
from .security import SecurityError, validate_working_dir, sanitize_input
# Optional imports that require external dependencies
# These are imported lazily to avoid import errors when dependencies aren't available
def get_embedding_model():
"""Get embedding model (requires sentence-transformers)"""
from .embeddings import EmbeddingModel
return EmbeddingModel
def get_vector_memory_store():
"""Get vector memory store (requires sqlite-vec)"""
from .memory_store import VectorMemoryStore
return VectorMemoryStore
__all__ = [
"MemoryEntry",
"MemoryCategory",
"SearchResult",
"Config",
"SecurityError",
"validate_working_dir",
"sanitize_input",
"get_embedding_model",
"get_vector_memory_store"
]
