open-index/open-npm huggingface dataset:
npm package: @soft-storage/vue-hooks
Description: Softer storage management for Vue
Author: northwang-lucky
Latest version: 0.0.2

# soft-storage

A softer storage management.

[![publish CI][ci-publish]][ci-publish-url] [![doc CI][ci-doc]][ci-doc-url] [![GitHub Workflow Status][ci-test]][ci-test-url] [![codecov status][codecov]][codecov-url] ![last commit][last-commit] ![top language][top-lang] ![license][license]

## 📚 Usage

**Soft Storage has detailed documentation, please choose your preferred language to visit:**

[English][en-doc-url] | [简体中文][zh-doc-url]

## 🚀 Demo

If you are not in Chinese mainland, I suggest you to choose the following address:

[Vue 3 Demo][vue-demo-url] | [React Demo][react-demo-url]

如果您是中国大陆的用户，推荐您选择以下地址访问：

[Vue 3 示例][vue-demo-url-cn] | [React 示例][react-demo-url-cn]

## ⚠️ Warning

- It is highly recommended to use this library in **TypeScript**
- **Proxy** and **Reflect** are used in the source code, so **IE series browsers are not supported**
- The **minimum** supported **Vue version is 3.1.0** and **React version is 16.8.0**

## 👏🏻 Supporters

[![Stargazers repo roster for @northwang-lucky/soft-storage][stars-users]][stars-users-url]
[![Forkers repo roster for @northwang-lucky/soft-storage][fork-users]][fork-users-url]

[last-commit]: https://img.shields.io/github/last-commit/northwang-lucky/soft-storage
[top-lang]: https://img.shields.io/github/languages/top/northwang-lucky/soft-storage
[ci-publish]: https://img.shields.io/github/actions/workflow/status/northwang-lucky/soft-storage/release-publish.yaml?label=publish
[ci-publish-url]: https://github.com/northwang-lucky/soft-storage/actions/workflows/release-publish.yaml
[ci-doc]: https://img.shields.io/github/actions/workflow/status/northwang-lucky/soft-storage/deploy-pages.yaml?label=build:doc
[ci-doc-url]: https://github.com/northwang-lucky/soft-storage/actions/workflows/deploy-pages.yaml
[ci-test]: https://img.shields.io/github/actions/workflow/status/northwang-lucky/soft-storage/coverage-upload.yaml?label=test
[ci-test-url]: https://github.com/northwang-lucky/soft-storage/actions/workflows/coverage-upload.yaml
[codecov]: https://img.shields.io/codecov/c/gh/northwang-lucky/soft-storage
[codecov-url]: https://app.codecov.io/gh/northwang-lucky/soft-storage
[license]: https://img.shields.io/github/license/northwang-lucky/soft-storage
[en-doc-url]: https://soft-storage.vercel.app/docs/
[zh-doc-url]: https://soft-storage.northwang-lucky.com/docs/zh/
[vue-demo-url]: https://soft-storage.vercel.app/vue-demo/
[react-demo-url]: https://soft-storage.vercel.app/react-demo/
[vue-demo-url-cn]: https://soft-storage.northwang-lucky.com/vue-demo/
[react-demo-url-cn]: https://soft-storage.northwang-lucky.com/react-demo/
[stars-users]: https://reporoster.com/stars/northwang-lucky/soft-storage
[stars-users-url]: https://github.com/northwang-lucky/soft-storage/stargazers
[fork-users]: https://reporoster.com/forks/northwang-lucky/soft-storage
[fork-users-url]: https://github.com/northwang-lucky/soft-storage/network/members
npm package: @soft-yyw/kepler.gl-ai-assistant
Description: kepler.gl AI assistant
Author: Xun Li
Latest version: 3.1.4

# Kepler.gl AI Assistant Module

The AI Assistant is a module that adds an AI chatbot to Kepler.gl. This module aims to integrates Kepler.gl with AI-powered capabilities, enabling it to interact with multiple AI models seamlessly.

## Overview

The AI Assistant Module facilitates communication, processes prompts, and optionally calls back into the main application to deliver results. This setup supports advanced functionalities like tool-based function calling for enhanced interactivity.

![image](https://github.com/user-attachments/assets/77a240f1-037f-488e-8261-b7e82c42606d)

The system is designed to enable Kepler.gl, a React-based single-page application, to integrate an AI Assistant Module for performing tasks with large language models (LLMs) like OpenAI GPT models, Google Gemini models, and Ollama models.

An example of how the AI Assistant Module can be used to update a basemap in Kepler.gl:

![image](https://github.com/user-attachments/assets/17992157-3393-4fcb-8e72-7edf46268c6c)

This flow enables a seamless interaction where a user can update a basemap in Kepler.gl through a simple AI-driven prompt, showcasing the integration of LLMs with application actions and rendering.

The AI Assistant Module `OpenAssistant` (Github: https://github.com/geodacenter/openassistant) is a open-source project that helps adding AI capabilities to your React SPA applications while keeping your data secure and private.

Key features:

- Built-in chat UI.
- Built-in "Screenshot to Ask" feature.
- Built-in "Talk to Ask" feature.
- Support OpenAI, Google Gemini, Ollama models.
- Support function calling with type hint.
- Support custom message UI for function calling.
- Addons:
  - query your dataset using duckdb
  - map your data
  - analyze and visualize your data
    ...

## Proposal

From the previous PRs, we have a working prototype of the AI Assistant Module with the following features:

1. Show dataset/layer/variable info.
2. Change the basemap style.
3. Load data from url.
4. Create a map layer using variable.
5. Create a histogram.
6. Create a scatter plot with regression line.
7. Classify the data of a variable.
8. Spatial join two datasets.

The next step is to integrate more kepler.gl features into the AI Assistant Module.

### P0

Support more kepler.gl map layers

- [x] create map layer based on the dataset metadata (variable names and types)
- [ ] edit layer properties based on the [layer attributes](https://docs.kepler.gl/docs/user-guides/d-layer-attributes)
- [ ] blend and rearrange layers

Support color palette

- [ ] choose color palette for the layer
- [x] create custom color palette

Support custom map styles

- [ ] choose map layers (water, buildings, roads, etc.)
- [ ] create custom map style from url

Support map settings

- [ ] update map legend for the layer
- [ ] set split map (guide user to choose maps to split on left and right)

Support time playback

- [ ] identify the time variable from the dataset metadata
- [ ] set time playback for the layer
npm package: @softarc/eslint-plugin-sheriff
Description: <p align="center"> <img src="https://raw.githubusercontent.com/softarc-consulting/sheriff/main/logo.png" width="320" style="text-align: center"> </p>
Author: Rainer Hahnekamp
Latest version: 0.19.6

<p align="center">
<img src="https://raw.githubusercontent.com/softarc-consulting/sheriff/main/logo.png" width="320" style="text-align: center">
</p>

Sheriff enforces module boundaries and dependency rules in TypeScript.

This is the package for ESLint. You should download it together with the core package.

For more information, please go to https://github.com/softarc-consulting/sheriff.
npm package: @softarc/sheriff-core
Description: <p align="center"> <img src="https://raw.githubusercontent.com/softarc-consulting/sheriff/main/logo.png" width="320" style="text-align: center"> </p>
Author: Rainer Hahnekamp
Latest version: 0.19.6

<p align="center">
<img src="https://raw.githubusercontent.com/softarc-consulting/sheriff/main/logo.png" width="320" style="text-align: center">
</p>

Sheriff enforces module boundaries and dependency rules in TypeScript.

This is the core package. You should download it together with the eslint-plugin.

For more information, please go to https://github.com/softarc-consulting/sheriff.