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 0.10.0

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 0.10.0
File
polign_db-0.10.0-py3-none-win_arm64.whl Python 3 none Windows ARM64 Details
polign_db-0.10.0-py3-none-win_amd64.whl Python 3 none Windows x86-64 Details
polign_db-0.10.0-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-0.10.0-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-0.10.0-py3-none-macosx_12_0_x86_64.whl Python 3 none macOS 12.0+ x86-64 Details
polign_db-0.10.0-py3-none-macosx_12_0_arm64.whl Python 3 none macOS 12.0+ ARM64 Details

Total release size: 161.9 MB

Release files / polign_db-0.10.0-py3-none-win_arm64.whl

Download URL polign_db-0.10.0-py3-none-win_arm64.whl
Size 25.2 MB
Tags Python 3 Windows ARM64
SHA-256 checksum
How to use checksums
4b3f65c49724dbb5131dd6c4732755a53423358ba9951b84f55abc8f2a543d94
BLAKE2b-256 checksum
How to use checksums
36888bae5ebdb9da459dad7227ddc090095961a41578b6b6c1aaff7caa34b0f8
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 Sep 30, 2026.

Transparency log

Release files / polign_db-0.10.0-py3-none-win_amd64.whl

Download URL polign_db-0.10.0-py3-none-win_amd64.whl
Size 28.5 MB
Tags Python 3 Windows x86-64
SHA-256 checksum
How to use checksums
5621ff5d22602bc2ef97859bab862048dff3f82c5f4050f7413f601bfd4f81d9
BLAKE2b-256 checksum
How to use checksums
e91842b5c312915ee22faf0b754bcf05c200758e6b84ca61efa10d0c9648eaf1
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 Sep 30, 2026.

Transparency log

Release files / polign_db-0.10.0-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.musllinux_1_1_x86_64.whl

Download URL polign_db-0.10.0-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.musllinux_1_1_x86_64.whl
Size 27.9 MB
Tags Linux glibc 2.17+ x86-64 Linux musl 1.1+ x86-64 Python 3
SHA-256 checksum
How to use checksums
bd4f3d5a4056655180a9a36a5458c5b6ad40e022928af30e7f8c17559a03f3fe
BLAKE2b-256 checksum
How to use checksums
010b7395d0150c89feb02a438a28436cc626d80850c086bc211155104ef5a154
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 Sep 30, 2026.

Transparency log

Release files / polign_db-0.10.0-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.musllinux_1_1_aarch64.whl

Download URL polign_db-0.10.0-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.musllinux_1_1_aarch64.whl
Size 25.0 MB
Tags Linux glibc 2.17+ ARM64 Linux musl 1.1+ ARM64 Python 3
SHA-256 checksum
How to use checksums
39878a8e55b69e157696d1fede4c3e6d330634f44d659c96ac50bedb3da6f568
BLAKE2b-256 checksum
How to use checksums
668cdd97caaa35834e2276a032f31e9de3328be394d61e9753c36dcd6f9dca47
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 Sep 30, 2026.

Transparency log

Release files / polign_db-0.10.0-py3-none-macosx_12_0_x86_64.whl

Download URL polign_db-0.10.0-py3-none-macosx_12_0_x86_64.whl
Size 28.6 MB
Tags Python 3 macOS 12.0+ x86-64
SHA-256 checksum
How to use checksums
9841d0cc6b8ff84fa36246fd0be6ac720696adbe1f6604d6cb00289339c9160c
BLAKE2b-256 checksum
How to use checksums
49b64df747ce42de5ce3dbd31fe28df0e3ce7dae6444ccce611dc3daf0d1f59c
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 Sep 30, 2026.

Transparency log

Release files / polign_db-0.10.0-py3-none-macosx_12_0_arm64.whl

Download URL polign_db-0.10.0-py3-none-macosx_12_0_arm64.whl
Size 26.5 MB
Tags Python 3 macOS 12.0+ ARM64
SHA-256 checksum
How to use checksums
c83f4d6fa8c08dd793c590bd5c1d5b65c3a3a8f1bd0c121d16bd4ec06106c41d
BLAKE2b-256 checksum
How to use checksums
6d32017d555b3a8eed62d0aa34bb1b49854eb20a605f558c234d254e505b5029
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 Sep 30, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.10.0 This release

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