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Packaging metadata (twine check was PASSED-with-warnings -> clean PASS): - config/llm/mcp/vector: add missing 'readme = README.md' ([project] key); README files existed but were never wired into the dist metadata. - net/plan/vcs: fill empty (0-byte) README.md files referenced by the readme key, so long_description is no longer missing. Tests (hanzo-tools-core/test_all_tools.py drifted from current sources): - browser: 1 -> 3 tools (browser, cdp, playwright after the zapd split) - mcp_tools: 4 -> 5 tools - required-tool total: 21 -> 23
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.