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- hanzo-tools now contains core infrastructure (BaseTool, ToolRegistry, etc.) - hanzo-tools-core becomes a thin backwards-compat wrapper - All tool packages now depend on hanzo-tools>=0.3.0 - Reduces package count and simplifies dependency tree
hanzo-tools-vector
Vector search and embedding tools for Hanzo AI MCP.
Tools
index- Project indexing for semantic searchvector_index- Create and manage vector embeddingsvector_search- Semantic search across indexed content
Installation
pip install hanzo-tools-vector
# With embedding models
pip install hanzo-tools-vector[full]
Features
- Semantic code search
- Document embedding and retrieval
- Project-aware indexing
- Multiple embedding model support
Usage
from hanzo_tools.vector import TOOLS, VECTOR_AVAILABLE, register_tools
if VECTOR_AVAILABLE:
register_tools(mcp_server, permission_manager)
Part of hanzo-tools
This package is part of the modular hanzo-tools ecosystem.