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16iro/airis

LLM-powered desktop study companion for textbooks (Tauri + React + Rust)

Rust GitHub ↗

★ 0

stars

AI relevance

solo dev

tool sigs

SUMMARY AI summary by gpt-5-mini

airisはデスクトップ向けのローカルRAGエンジン兼学習ワークスペースです。ReactフロントとRustバックエンドをTauriで結合し、PDF/Markdown/HTML/TXTの書籍をチャンク化・埋め込みしてハイブリッド検索（sqlite-vecによるベクトルKNN＋SQLite FTS5＋RRF）で文脈を組み立て、ローカルのLLM CLI（claude-code / gemini-cli / codex-cli）やAPI経由で応答を生成します。埋め込みモデル（multilingual-e5-small / BGE-M3）はONNXで端末内推論し、ユーザーデータやOAuthトークンは外部へ送信されません。主な機能： - 文書パーシングとトークン窓でのチャンク化（見出し／ページ基準、文境界保持） - 2層の埋め込み（高速T1と高精度T2のバックグラウンド処理） - SQLiteベースのベクトル・FTSインデックス、トランザクション／WALによる耐障害性 - 再開機構、リソース制御（優先度・スロットリング・バッテリ/熱による一時停止） - 埋め込み・応答キャッシュ、SSEストリーミングでの引用クリック機能開発環境はNode.js・pnpm・Rust・Tauriが必要。個人開発のv0.4.xシリーズでRAG機能を整備中です。

DETECTED Detected AI stack

AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.

🧠 LLM providers (1)

Gemini

🔢 Embedding models (2)

bge E5

🤖 LLM models (2)

Claude Gemini

💾 Databases (1)

SQLite

🌐 Web frameworks (2)

React Tauri

Language breakdown (by bytes)

CSS

0.6%

HTML

Rust

71.1%

Shell

0.1%

JavaScript

0.1%

TypeScript

28%

Owner

Account

16iro

Type

User

Followers

Dept. of Computer Science, Konkuk Uni. interested in Non-PhotoRealistic Rendering of Computer Graphics

Dates

Created on GitHub	2026-05-02
Last push	2026-05-09
First seen here	2026-05-09
Last fetched	2026-05-09 15:42

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