semvec/pypi-packages huggingface dataset:
Vectoriz 0.0.2
Python library for creating vectorized data from text or files.
Requires Python: >=3.12

# RAG-vector-creator

## Overview
This project implements a RAG (Retrieval-Augmented Generation) system for creating and managing vector embeddings from documents using FAISS and NumPy libraries. It efficiently transforms text data into high-dimensional vector representations that enable semantic search capabilities, similarity matching, and context-aware document retrieval for enhanced question answering applications.

## Features

- Document ingestion and preprocessing
- Vector embedding generation using state-of-the-art models
- Efficient storage and retrieval of embeddings
- Integration with LLM-based generation systems

## Installation

```bash
pip install -r requirements.txt
python app.py
```

## Build lib

To build the lib run the commands:

```
python setup.py sdist bdist_wheel
```

To test the install run:
```
pip install .
```

## License

MIT
noted-fuadizza 0.1.0
CLI untuk mengelola catatan harian
Requires Python: >=3.7

# Noted

Noted adalah aplikasi CLI untuk mengelola catatan harian. Dengan Noted, kamu bisa:
- Menambahkan catatan
- Mengedit dan menghapus catatan
- Melihat daftar catatan

## Instalasi

```bash
pipx install noted
randomisedString 1.4.1
A well maintained program to generate cryptographically safe randomised strings. Can be used for assigning unique IDs of any specified size. Can be alpha only or numeric or alphanumeric as specified.
Requires Python: >=3.6
Keywords: id, uid, uuid, random string, unique id

# randomisedString v1.4.1

```pip install randomisedString --upgrade```


###### <br>A well maintained program to generate cryptographically safe randomised strings. Can be used for assigning unique IDs of any specified size. Can be alpha only or numeric or alphanumeric as specified.


<br>To install: 
```
pip install randomisedString --upgrade
pip3 install randomisedString --upgrade
python -m pip install randomisedString --upgrade
python3 -m pip install randomisedString --upgrade
```


#### <br><br>Using this program is as simple as:
```
from randomisedString import Generator as StringGenerator

generator = StringGenerator()

print(generator.AlphaNumeric(10, 10))
>> 45HCMJ4SCy
print(generator.OnlyNumeric(10, 10))
>> 1127163
print(generator.OnlyAlpha(10, 10))
>> UjfQZDDOOq
print(generator.AlphaNumeric(5, 10))
>> FxgirdEYB
print(generator.OnlyNumeric(5, 10))
>> 917478
print(generator.OnlyAlpha(5, 10))
>> HqGiHqt
```


### Future implementations:
* Include special characters.


###### <br>This project is always open to suggestions and feature requests.
fastapi-casdoor-fix 0.1.16
Integration Casdoor with FastAPI
Requires Python: >=3.10
Keywords: auth, casdoor, fastapi, dependency

# fastAPI Casdoor
Integration Casdoor with FastAPI

## Installation

```bash
pip install fastapi-casdoor-fix
```

## Usage

```python
from typing import Annotated
from fastapi import FastAPI, Depends
from fastapi_casdoor.deps import get_current_user
from fastapi_casdoor.models import User

app = FastAPI()

@app.get("/")
async def root(user: Annotated[User, Depends(get_current_user)]):
    return {
        "user": user,
    }
```