deskutils/py-qmd 0.1.2_1 FreeBSD

On-device hybrid search engine for Markdown documents

System: FreeBSD
Repository: FreeBSD ports
Maintainer: [email protected]
License: MIT
Categories: deskutils, python

Description

QMD (Python edition) is an on-device search engine for everything you need to remember. Index your markdown notes, meeting transcripts, documentation, and knowledge bases. Search with keywords or natural language using local AI models.

QMD combines BM25 full-text search, vector semantic search, and LLM re-ranking all running locally via sentence-transformers with GGUF models.

Features:

Full-text search with BM25 algorithm
Vector-based semantic search with embeddings
LLM-based re-ranking for relevance
Support for markdown collections and context hierarchies
Local-first, privacy-focused operation
Model Context Protocol (MCP) support for agentic flows

Install

Binary package:

pkg install py312-qmd

From the ports tree:

cd /usr/ports/deskutils/py-qmd/ && make install clean

To depend on this port in another port's Makefile:

RUN_DEPENDS=	py312-qmd>0:deskutils/py-qmd

Packages

The version each package repository carries. “-” means the repository builds no package of it, “n/a” that there is no such repository.

Repository

aarch64

amd64

armv6

armv7

i386

FreeBSD:14:latest

0.1.2_1

FreeBSD:14:quarterly

0.1.2_1

n/a

FreeBSD:15:latest

0.1.2_1

n/a

FreeBSD:15:quarterly

0.1.2_1

n/a

FreeBSD:16:latest

0.1.2_1

n/a

FreeBSD:16:quarterly

n/a

Dependencies

As this port's Makefile names them.

Build 2

${PYTHON_PKGNAMEPREFIX}setuptools>=61 : devel/py-setuptools
${PYTHON_PKGNAMEPREFIX}wheel>0 : devel/py-wheel

Runtime 7

${PYTHON_PKGNAMEPREFIX}loguru>0 : devel/py-loguru
${PYTHON_PKGNAMEPREFIX}numpy>=1.16 : math/py-numpy
${PYTHON_PKGNAMEPREFIX}pydantic2>=2 : devel/py-pydantic2
${PYTHON_PKGNAMEPREFIX}pyyaml>=6.0 : devel/py-pyyaml
${PYTHON_PKGNAMEPREFIX}sentence-transformers>=0 : misc/py-sentence-transformers
${PYTHON_PKGNAMEPREFIX}sqlite-vec>0 : databases/py-sqlite-vec
${PYTHON_PKGNAMEPREFIX}transformers>=4.41 : misc/py-transformers

The full lists below include those, and their dependencies in turn.

Build dependencies 16

Run dependencies 483

The first 100 are listed.

No port depends on this one.

Configuration

No options to configure.

USES: python
Service scripts: none
Conflicts with: qmd

Files

distinfo 1

File

Size

SHA256

qmd-0.1.2.tar.gz

27616

eb25df2a3a4bd1c39cd2018c441f327b6d0a1af60d25135560de0d114b240286

Master sites 1

PYPI

Commit history 0

No commits in the history this site was built from.