Files
python-sdk/pkg/hanzo-tools-vector
zeekay b98e6de447 feat(tools): hybrid local+cloud tools -- HanzoCloud client, cloud code/vector actions, vision
Adds a shared HanzoCloud client (core/cloud.py; lazy httpx, api.hanzo.ai /v1)
and wires the cloud half of the hybrid tools: code gains cross-repo
search/context/ask/index over the cloud index, vector gains a cloud-backed
store plus an infinity-embedded local option, net gains a vision tool. Bumps
hanzo-tools 0.3.2->0.3.3, -code 0.1.2->0.1.3, -net 0.1.2->0.1.3, -vector
0.2.0->0.2.1 and declares httpx where the cloud path is used. New tests cover
the code/net cloud actions. import hanzo_tools.core is green.
2026-07-19 20:02:48 -07:00
..

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.