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title: README
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# BluePlanetAI

繁體中文 AI for text mining, semantic retrieval, and knowledge workflows.

BluePlanetAI 專注於繁體中文的文字探勘、語意檢索、embedding 與知識應用，也持續發布可實際落地的檢索與向量模型。

BluePlanetAI publishes practical embedding and retrieval releases for Traditional Chinese use cases.

## Links

- 官方網站 / Official Website: [blueplanet.com.tw](https://www.blueplanet.com.tw/)
- 模型頁面 / Model Collection: [BluePlanetAI Models](https://huggingface.co/BluePlanetAI/models)
- 展示頁面 / Overview Page: [BluePlanetAI Overview](https://huggingface.co/spaces/BluePlanetAI/overview)

## 中文介紹

藍星球資訊專注於人工智慧、文字探勘、語意分析與資料治理，致力於把複雜資訊轉化為可落地的決策支援能力。

### 目前重點

- 繁體中文語言 AI 與檢索應用
- 文字探勘、語意搜尋與知識系統
- 生成式 AI 整合與資料治理
- 以實際可用的 model card、授權說明與上游相依資訊為公開原則

### 主要模型釋出

- [BPVELA-E560M](https://huggingface.co/BluePlanetAI/BPVELA-E560M)：accuracy-first 繁體中文檢索系列，建立於 `intfloat/multilingual-e5-large` 之上
- [BPVELA-G300M](https://huggingface.co/BluePlanetAI/BPVELA-G300M)：efficiency-first 繁體中文檢索系列，建立於 `google/embeddinggemma-300m` 之上

### 使用提醒

- `BPVELA-E560M` 建立於 `intfloat/multilingual-e5-large` 之上
- `BPVELA-G300M` 建立於 `google/embeddinggemma-300m` 之上
- 使用 `BPVELA-G300M` 前，請先確認你已取得上游 Gemma gated base model 的存取權限

## English Summary

- Traditional Chinese language AI
- Text mining and semantic retrieval
- Knowledge-oriented AI systems
- Generative AI integration and data governance

- [BPVELA-E560M](https://huggingface.co/BluePlanetAI/BPVELA-E560M): Accuracy-first Traditional Chinese retrieval line built on `intfloat/multilingual-e5-large`
- [BPVELA-G300M](https://huggingface.co/BluePlanetAI/BPVELA-G300M): Efficiency-first Traditional Chinese retrieval line built on `google/embeddinggemma-300m`

## Background

- BluePlanetAI focuses on Traditional Chinese AI, text-centric information processing, and practical knowledge workflows.
- Public releases emphasize clear model cards, licensing notes, and upstream dependency guidance.
- NTU technology transfer backed and built on long-running text and archive processing experience.

## Usage Notes

- `BPVELA-E560M` is based on `intfloat/multilingual-e5-large`
- `BPVELA-G300M` is based on `google/embeddinggemma-300m`
- `BPVELA-G300M` requires access to the upstream Gemma gated base model

## Contact

- Website: [blueplanet.com.tw](https://www.blueplanet.com.tw/)
- Hugging Face: [BluePlanetAI](https://huggingface.co/BluePlanetAI)