neuralspotx

CI Pages Release

neuralspotx is the NSX tooling repo.

NSX is a lightweight bare-metal workflow for Ambiq targets. It provides:

  • the nsx CLI
  • packaged app templates
  • packaged CMake helpers
  • built-in board definitions
  • curated metadata for module and SDK selection

The primary audience is app developers creating small, focused NSX applications for bring-up, profiling, validation, and simple demos.

NSX is also the build-and-deploy vehicle for Ambiq's Helia AI stack:

  • heliaRT — optimized LiteRT (TFLite Micro) runtime, shipped as an NSX module
  • heliaAOT — ahead-of-time compiler that generates NSX modules from .tflite models
  • heliaPROFILER — on-device model profiler built on NSX

For contributor workflows such as releases, CI, and the Python API surface, use the docs site under docs/.

Documentation

The main documentation lives in the docs site built from docs/.

Install the docs toolchain:

cd <nsx-repo>
uv sync --group docs

Run the docs site locally:

cd <nsx-repo>
uv run --group docs zensical serve

Build the static site:

cd <nsx-repo>
uv run --group docs zensical build

Quick Start

NSX uses an app-first flow. Each app is a self-contained project directory with vendored modules, board definitions, and build helpers.

For app users, the cleanest install path is pipx:

pipx install neuralspotx
nsx doctor
nsx create-app hello_ap510 --board apollo510_evb

For contributors working from a source checkout:

cd <nsx-repo>
uv sync
source .venv/bin/activate
nsx doctor
nsx create-app hello_ap510 --board apollo510_evb

Build the app:

nsx configure --app-dir hello_ap510
nsx build --app-dir hello_ap510

Repo Scope

This repo owns:

  • src/neuralspotx
  • packaged documentation and templates
  • packaged board definitions
  • CMake helper assets used by generated apps

Built-in firmware modules are described by the packaged registry and fetched from their default upstream repos as needed. Normal app users create standalone app directories and let NSX manage module resolution, vendoring, configuration, build, flash, and view flows.

Project links

Data verified by PyPI on Aug 9, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.7.17)

Owner

PyPI data
Data sourced directly from PyPI's database.

Credits

Author: Ambiq

GitHub Statistics

Data verified by PyPI on Aug 9, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

BSD-3-Clause
View SPDX License List

Requires

Python >=3.10

Tags

embedded firmware ambiq neuralspot build-system

Classifiers

Report project as malware

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

neuralspotx-0.7.15.tar.gz (317.5 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

neuralspotx-0.7.15-py3-none-any.whl (310.9 kB view details)

Uploaded Python 3

File details

Details for the file neuralspotx-0.7.15.tar.gz.

File metadata

  • Download URL: neuralspotx-0.7.15.tar.gz
  • Upload date:
  • Size: 317.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for neuralspotx-0.7.15.tar.gz
Algorithm Hash digest
SHA256 3b34630be1e7d2cb822cda419cdedc0d55c01163476559ae22b3bea5243e5148
MD5 3f2532a563cc829129f34c5b780d3ee8
BLAKE2b-256 3b0b54521ade99ecee67bd1c5dfaf0cd165ba27321ffc42a045e326e50b1d2f4

See more details on using hashes here.

Provenance

The following attestation bundles were made for neuralspotx-0.7.15.tar.gz:

Publisher: release.yml on AmbiqAI/neuralspotx

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file neuralspotx-0.7.15-py3-none-any.whl.

File metadata

  • Download URL: neuralspotx-0.7.15-py3-none-any.whl
  • Upload date:
  • Size: 310.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for neuralspotx-0.7.15-py3-none-any.whl
Algorithm Hash digest
SHA256 f9251a0f036179dc5c7321dfbbc1fef61e1d17fadadceee8b9d70b24d604bece
MD5 c3b5d25221711057dae36d2ee304dfae
BLAKE2b-256 49d3f3609c551305a5b274a0c14a847b374513e85c692e671431a8287b10d9bb

See more details on using hashes here.

Provenance

The following attestation bundles were made for neuralspotx-0.7.15-py3-none-any.whl:

Publisher: release.yml on AmbiqAI/neuralspotx

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Release history Release notifications | RSS feed

0.7.17

2 files

0.7.16

2 files

This release

0.7.15 This release

2 files

0.7.14

2 files

0.7.13

2 files

0.7.12

2 files

0.7.11

2 files

0.7.10

2 files

0.7.9

2 files

0.7.8

2 files

0.7.7

2 files

0.7.6

2 files

0.7.5

2 files

0.7.4

2 files

0.7.3

2 files

0.7.2

2 files

0.7.1

2 files

0.7.0

2 files

0.6.9

2 files

0.6.8

2 files

0.6.7

2 files

0.6.6

2 files

0.6.5

2 files

0.6.4

2 files

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page