Skip to main content

polign_db

The polign_db server and command-line client, packaged so that pip can install them.

pip install polign_db

This puts two programs into your environment, next to python:

Program What it is
polign-server The database server
polign The CLI: put, get, search, and the polign mcp server that Recall uses

They are the same binaries as the GitHub release with the same version number. Wheels exist for Linux (x86_64 and arm64, glibc and musl), macOS 12 or newer (Apple silicon and Intel), and Windows (x86_64 and arm64). Nothing is compiled and nothing is downloaded at install time or at run time.

Start a server

polign-server -store fs:./polign-data

That serves HTTP on http://localhost:23000 and keeps its data in ./polign-data. Use s3://bucket/prefix, gcs:// or az:// instead of fs: to store into a bucket. Get started covers the rest.

Find the binaries from Python

An activated environment has both programs on PATH. Code that runs without activation, such as /srv/app/.venv/bin/python worker.py, can ask for the path:

import polign_db

polign_db.find_bin("polign")          # /srv/app/.venv/bin/polign
polign_db.find_bin("polign-server")

Which package do I want?

Package What it installs
polign_db The server and CLI binaries (this package)
polign The Python client for a running server
polign-recall Typed agent memory; depends on this package
recall-livekit Recall memory for LiveKit voice agents

License

The binaries are free to use under the polign_db Software License, which is included in the wheel as LICENSE. The packaging script in this directory is Apache-2.0 like the rest of the repository.

Metadata

Release files for polign-db 0.14.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distributions (wheels)

Table of built distributions (wheels) for polign-db 0.14.0
File
polign_db-0.14.0-py3-none-win_arm64.whl Python 3 none Windows ARM64 Details
polign_db-0.14.0-py3-none-win_amd64.whl Python 3 none Windows x86-64 Details
polign_db-0.14.0-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.musllinux_1_1_x86_64.whl Python 3 none Linux musl 1.1+ x86-64, Linux glibc 2.17+ x86-64 Details
polign_db-0.14.0-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.musllinux_1_1_aarch64.whl Python 3 none Linux glibc 2.17+ ARM64, Linux musl 1.1+ ARM64 Details
polign_db-0.14.0-py3-none-macosx_12_0_x86_64.whl Python 3 none macOS 12.0+ x86-64 Details
polign_db-0.14.0-py3-none-macosx_12_0_arm64.whl Python 3 none macOS 12.0+ ARM64 Details

Total release size: 164.3 MB

Release files / polign_db-0.14.0-py3-none-win_arm64.whl

Download URL polign_db-0.14.0-py3-none-win_arm64.whl
Size 25.6 MB
Tags Python 3 Windows ARM64
SHA-256 checksum
How to use checksums
2ddf537a3a6db9b121e33909736cd534962a781c1cc5efe8fc0232a2f35d8ca2
BLAKE2b-256 checksum
How to use checksums
2c54c6dce63beabbd4075a8f934227bacbaca32d2378660c90012466db2db600
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 9, 2026.

Transparency log

Release files / polign_db-0.14.0-py3-none-win_amd64.whl

Download URL polign_db-0.14.0-py3-none-win_amd64.whl
Size 29.0 MB
Tags Python 3 Windows x86-64
SHA-256 checksum
How to use checksums
051097cf73d6d94aa4be1eb3f09e47c973fcf5df896c3f8ec33ce1b332f6c308
BLAKE2b-256 checksum
How to use checksums
c5553c6cd859c9e0547dbd49124184f9c17e9e536daec7307b203fec3ecebfcd
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 9, 2026.

Transparency log

Release files / polign_db-0.14.0-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.musllinux_1_1_x86_64.whl

Download URL polign_db-0.14.0-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.musllinux_1_1_x86_64.whl
Size 28.3 MB
Tags Linux glibc 2.17+ x86-64 Linux musl 1.1+ x86-64 Python 3
SHA-256 checksum
How to use checksums
b5f4a7a847ff8cd622623218007600dbf033cf5e45a34a4657a10ff3029784f9
BLAKE2b-256 checksum
How to use checksums
840801a1dd0e8bdf05b5f81528a7dc4314fdc6b02d49e631d981f047a55db815
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 9, 2026.

Transparency log

Release files / polign_db-0.14.0-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.musllinux_1_1_aarch64.whl

Download URL polign_db-0.14.0-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.musllinux_1_1_aarch64.whl
Size 25.4 MB
Tags Linux glibc 2.17+ ARM64 Linux musl 1.1+ ARM64 Python 3
SHA-256 checksum
How to use checksums
33dcc10bd37aac21b4fb657590d77fac38e8e443230f7655504089d5b1d6dbd7
BLAKE2b-256 checksum
How to use checksums
5179c62631d8598092cfd46519482ac01bb5a4e03b2ace68143a55d46e5fb43d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 9, 2026.

Transparency log

Release files / polign_db-0.14.0-py3-none-macosx_12_0_x86_64.whl

Download URL polign_db-0.14.0-py3-none-macosx_12_0_x86_64.whl
Size 29.1 MB
Tags Python 3 macOS 12.0+ x86-64
SHA-256 checksum
How to use checksums
d5010d67882f0575f1caa918d10d48b62703efd8cdf3c3aa0bf3b98249d13ab5
BLAKE2b-256 checksum
How to use checksums
8670565409fe8b2c4a2cdc158423fd54762dbc0d83c3ecfef17cce3f01ede7bc
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 9, 2026.

Transparency log

Release files / polign_db-0.14.0-py3-none-macosx_12_0_arm64.whl

Download URL polign_db-0.14.0-py3-none-macosx_12_0_arm64.whl
Size 26.8 MB
Tags Python 3 macOS 12.0+ ARM64
SHA-256 checksum
How to use checksums
acde0fd61c199d3934392f25cb7761156856d15aafdf7c735a07c313102e4de0
BLAKE2b-256 checksum
How to use checksums
054d401d7ff7c8e5edc4e276b82a0ff7d8e531a921a81f7dd05b9abe28db6cc7
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 9, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.14.0 This release

6 release files

0.10.0

6 release files

0.9.0

6 release files

0.8.1

6 release files

0.8.0

6 release files

0.7.4

6 release files

0.7.3

6 release files

0.7.2

6 release files

0.7.0

6 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page