mirror of https://github.com/hanzoai/python-sdk.git synced 2026-10-23 20:23:00 +00:00

Files

T

zeekayandHanzo Dev d0c125f571 tools: generate the hanzo surface from cloud's OpenAPI registry; delete the vector fake

The `hanzo` dispatcher hand-listed 10 services in SERVICE_TOOL_PATHS, so the
other ~150 cloud products were unreachable until someone cut a Python release.
Project the surface from cloud's /v1/openapi.json instead: cloud tags every
operation with its product (the first path segment after /v1/), so that document
already IS a service/action catalog. 166 services are now reachable, and a newly
mounted app is callable the moment cloud serves it.

Still exactly one MCP tool — agents degrade badly with hundreds — now shaped
hanzo(service, action, params, method), with `services` listing the catalog and
an empty action listing a service's actions.

Delete the local Infinity vector store (3,546 lines). It shipped no embedder, so
its only possible output was random vectors: it ranked "Bananas are yellow" above
an auth document for the query "authentication oauth jwt". A previous fix put the
mock behind HANZO_VECTOR_ALLOW_MOCK, but a fake that a flag can re-enable is
still a fake, and a tool that lies to an agent is worse than a missing one. The
package keeps only the cloud-backed VectorTool, and a test now fails if any
module in it imports `random`.

Make the legacy-tool gate honest: hide the per-service tools only once the
unified tool genuinely imports. It does not import against released hanzo-tools
(HanzoCloud is newer), and disabling them unconditionally would have left no
cloud tools at all.

- spec.py: catalog projection, cache keyed per spec source, stale cache beats
  failing a call. HANZO_OPENAPI_URL decouples catalog from target so a partial
  local host can be driven with the full registry.
- HanzoCloud.call: one generic seam for the verbs the spec names (PUT/PATCH/
  DELETE); auth also resolves the hanzo CLI's IAM session, memoized.
- 40 new tests covering action naming, template binding, method inference,
  param split, and cache fallback.

Co-authored-by: Hanzo Dev <[email protected]>

2026-07-27 20:25:54 -07:00

hanzo_tools

tools: generate the hanzo surface from cloud's OpenAPI registry; delete the vector fake

2026-07-27 20:25:54 -07:00

tests

tools: generate the hanzo surface from cloud's OpenAPI registry; delete the vector fake

2026-07-27 20:25:54 -07:00

pyproject.toml

tools: generate the hanzo surface from cloud's OpenAPI registry; delete the vector fake

2026-07-27 20:25:54 -07:00

README.md

docs(hanzo-tools): add README files for new packages

2025-12-26 03:59:54 -08:00

README.md

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.