ai DeMemory
ai DeMemory is a local-first memory toolchain for people who work with more than one AI assistant. It provides a Python CLI, an optional local MCP server, review-first memory workflows, and a private vault whose Markdown files remain the canonical data.
Install
Use Python 3.11 or newer. For a published stable release on the default PyPI index:
python -m pip install --upgrade ai-dememory
Prereleases and non-default indexes require the exact version and index command on the matching GitHub Release. Do not assume the default PyPI command installs a prerelease.
Start
Use the wizard-first command documented by that matching release; older releases can retain a compatibility flag. The wizard creates bounded local operating policy. It does not start a daemon, schedule background work, call a model, or promote durable memories. Follow-up actions such as MCP configuration, a loopback-only local API, indexing, hooks, and schedules are optional and explicit.
Trust boundary
Keep the private vault outside source checkouts and do not place credentials, tokens, private keys, or personal memories in this public package repository. SQLite indexes and generated reports are disposable; approved Markdown remains the portable source of truth.
For full documentation, exact release artifacts, compatibility notes, and prerelease availability, see the ai DeMemory repository.
Metadata
Release files for ai-dememory 2.1.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| ai_dememory-2.1.1.tar.gz | 537.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ai_dememory-2.1.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 964.7 kB
Release files / ai_dememory-2.1.1.tar.gz
| Download URL | ai_dememory-2.1.1.tar.gz |
|---|---|
| Size | 537.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Aug 23, 2026.
Transparency logRelease files / ai_dememory-2.1.1-py3-none-any.whl
| Download URL | ai_dememory-2.1.1-py3-none-any.whl |
|---|---|
| Size | 427.5 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Aug 23, 2026.
Transparency log