Files
python-sdk/pkg/hanzo-tools-vector
zeekay b5f9d939c4 fix(tools): correct PyPI long_description metadata + stale tool-count tests
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
2026-06-26 11:57:48 -07:00
..
2025-12-27 15:00:11 -08:00

hanzo-tools-vector

Vector search and embedding tools for Hanzo AI MCP.

Tools

  • index - Project indexing for semantic search
  • vector_index - Create and manage vector embeddings
  • vector_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.