semvec/pypi-packages huggingface dataset:
groundero 1.0.0
Visual grounding search for academic papers with Zotero integration
License: MIT
Requires Python: >=3.11
Keywords: academic-search, ai, docling, langchain, nlp, pdf, research, visual-grounding, zotero

# Groundero

Visual grounding search for academic papers with Zotero integration and RAG-based question answering.

## Installation

### Prerequisites

- Python 3.9+
- [uv](https://docs.astral.sh/uv/) package manager
- Zotero desktop app or API credentials
- Google AI Studio API key

### Setup

1. **Install dependencies**:

```bash
uv sync
```

2. **Setup and build database**:

```bash
groundero setup
```

## Usage

### Commands

- `groundero` - Interactive query mode
- `groundero setup` - Initial setup and database build
- `groundero update [--limit N]` - Update database from Zotero
- `groundero query "question"` - Ask a single question
- `groundero list` - List indexed documents
- `groundero help` - Show help

### Examples

```bash
# Build database with first 10 documents
groundero update --limit 10

# Ask questions about your papers
groundero query "What are the challenges in training neural networks?"

# Interactive mode for multiple queries
groundero
```

## Configuration

Environment is configured during `groundero setup` - no manual `.env` file needed.
aosp-easy 0.2.0
make aosp easy
License: MIT
Requires Python: >=3.0

# aosp_easy
        
        aosp_easy is a tool used for andoird source
        
        ## usage
        create test app
        
        ```bash
        aosp_easy app
        ```
        
        create test service
        
        ```bash
        aosp_easy service
        ```
        
        ## change log
        
        1. add create app or service in aosp source code.
fastapi-creation 0.0.6
A FastAPI project scaffolding tool
License: MIT
Requires Python: >=3.10
Keywords: fastapi, template, scaffolding, cli

**FastAPI Creation** is a powerful CLI tool for scaffolding FastAPI projects quickly and efficiently. It helps developers generate project structures based on different architectural templates, saving time and maintaining consistency across projects.


---


## Features


- Create FastAPI projects with a single command.
- Choose from multiple architectural templates.
- Fully customizable project structure.
- Simple, interactive CLI powered by [Typer](https://typer.tiangolo.com/).


---


## Installation


You can install **FastAPI Creation** via pip:


```bash
pip install fastapi-creation
```


Or if you want to install the latest version from the source:


```bash
git clone https://github.com/username/fastapi-creation.git
cd fastapi-creation
pip install .
```


---


## Usage


Once installed, you can create a new FastAPI project by running:


```bash
fastapi-creation my_project
```


You will be prompted to select a project template:


```
Select a template:
1. clean
2. ddd
3. feature_based
...
Template number [1]:
```


After choosing a template, your project structure will be generated automatically.


---


## Example


```bash
fastapi-creation my_app
```


Output:


```
✅ Project 'my_app' created with template 'clean'
```


---


## Templates & Architecture Details


For a detailed explanation of all available templates and architectural layers, see [TEMPLATES.md](./TEMPLATES.md).


---


## Support & Contribution


If you find this project helpful:


- ⭐ Give it a star on GitHub.
- 🛠️ Contribute to the project by submitting issues or pull requests.
- 💖 Support and spread the word to help the community grow.


---


Made with ❤️ for FastAPI developers.
rimseval 2.1.0
Evaluate resonance ionization mass spectrometry measurements, correct, and filter. Contains a reader for crd files (Chicago Raw Data) but can also convert FastComTec lst files to crd.
License: MIT
Requires Python: <3.13,>=3.10

========================
RIMS Evaluation Software
========================


.. image:: https://github.com/RIMS-Code/RIMSEval/workflows/rimseval-tests/badge.svg?branch=main
    :target: https://github.com/RIMS-Code/RIMSEval
    :alt: Tests rimseval
.. image:: https://img.shields.io/pypi/v/rimseval?color=informational
    :target: https://pypi.org/project/rimseval/
    :alt: PyPi rimseval
.. image:: https://readthedocs.org/projects/rimseval/badge/?version=latest
    :target: https://rimseval.readthedocs.io/en/latest/?badge=latest
    :alt: Documentation Status
.. image:: https://codecov.io/gh/RIMS-Code/RIMSEval/branch/main/graph/badge.svg?token=AWWOT5Y4VD
    :target: https://codecov.io/gh/RIMS-Code/RIMSEval
    :alt: Code Coverage
.. image:: https://img.shields.io/badge/License-MIT-blue.svg
    :target: https://github.com/RIMS-Code/RIMSEval/blob/main/LICENSE
    :alt: License: MIT
.. image:: https://img.shields.io/badge/code%20style-black-000000.svg
    :target: https://github.com/psf/black
    :alt: Code style: black

------------
Introduction
------------

The goal of this project is to provide a python
interface to process resonance ionization mass spectrometry (RIMS) data.

A detailed user guide documenting the package can be found
`here <https://rimseval.readthedocs.io/en/latest/>`_.

--------------------
Package installation
--------------------

.. code-block:: shell-session

    pip install rimseval

If pre-releases are available and you would like to install one,
add the ``--pre`` flag to above command.
More information in the
`documentation <https://rimseval.readthedocs.io/en/latest/>`_.


.. note:: It is highly recommended that you use a virtual environment,
    since ``numpy`` is pinned to a specific version
    in order to appropriately work with ``numba``.

-----------
RIMSEvalGUI
-----------

A GUI that wraps around the ``rimseval`` package
is available on
`GitHub <https://github.com/RIMS-Code/RIMSEvalGUI>`_.
The above mentioned documentation also serves
as the documentation for this GUI.

------------
Contributing
------------

Contributions are very welcome!
Especially the documentation could need some more examples
and polishing.
Please feel free to contact me if you'd like to contribute.

The `documentation <https://rimseval.readthedocs.io/en/latest/>`_
also contains a developers guide,
if you are interested in contributing to the code base itself.
israel-bus-cli 0.1.1
CLI + Python API to search Israeli bus stops and realtime line arrivals
License: MIT
Requires Python: >=3.9
Keywords: israel, bus, transport, cli, public-transit

# Israel Bus CLI 🚌🚍
CLI & Python API for searching Israeli bus stops and realtime line arrival info (unofficial, uses public Web endpoints).

## Install

```
pip install israel-bus-cli
```

## Quick usage (CLI)

Search address and list nearby stops (JSON):
```
israel-bus --address "דיזינגוף 220 תל אביב" --list-stops --json
```

Get lines for the first (nearest) stop, filter line 12:
```
israel-bus --address "דיזינגוף 220 תל אביב" --first-stop --line 12
```

Direct by stop id:
```
israel-bus --stop-id 26629 --line 12 --json
```

Interactive mode (no flags):
```
israel-bus
```

## Python API
```python
from israel_bus_cli import search_address, get_stops_near_location, get_lines_by_stop

addr = search_address("דיזינגוף 220 תל אביב")[0]
lat, lon = float(addr['lat']), float(addr['lon'])
stops = get_stops_near_location(lat, lon)
lines = get_lines_by_stop('26629')
```

## Disclaimer
Not affiliated with official transit authorities. API structure may change.

## License
MIT


## Development