diff --git a/.gitattributes b/.gitattributes
deleted file mode 100644
index dfe0770..0000000
--- a/.gitattributes
+++ /dev/null
@@ -1,2 +0,0 @@
-# Auto detect text files and perform LF normalization
-* text=auto
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..a547bf3
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
new file mode 100644
index 0000000..24d7cc6
--- /dev/null
+++ b/.vscode/extensions.json
@@ -0,0 +1,3 @@
+{
+ "recommendations": ["tauri-apps.tauri-vscode", "rust-lang.rust-analyzer"]
+}
diff --git a/LICENSE b/LICENSE
deleted file mode 100644
index 8a3e065..0000000
--- a/LICENSE
+++ /dev/null
@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2026 Evandro Fonseca Junior
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..25d41c5
--- /dev/null
+++ b/README.md
@@ -0,0 +1,103 @@
+# localaiapp
+
+O **localaiapp** é um orquestrador de inteligência artificial local de alta performance, construído sobre a stack **Tauri (Rust)** para o core, **Preact** para a interface de usuário de baixo footprint, e **Python (Llama)** como motor de inferência via Sidecar.
+
+---
+
+## 1. Abordagem de Princípios Primeiros (Arquitetura)
+
+A escolha do modelo **Sidecar** em detrimento de um servidor local (HTTP) baseia-se na **eficiência de IPC (Inter-Process Communication)** e **gestão de ciclo de vida**:
+
+- **Isolamento de Processo:** O motor de IA (Python) roda como um processo filho binário. Se a inferência travar, o core em Rust pode reiniciá-lo sem derrubar a UI.
+- **Segurança de Memória:** O Rust atua como um "vigia", garantindo que os recursos de GPU/RAM consumidos pelo Llama sejam liberados imediatamente após o encerramento do app.
+- **Distribuição:** Ao compilar o Python com Nuitka ou PyInstaller, eliminamos a necessidade de o usuário final ter o Python instalado no sistema.
+
+---
+
+## 2. Setup do Ambiente de Desenvolvimento
+
+### Pré-requisitos de Engenharia
+
+| Componente | Windows (PowerShell) | Manjaro Linux (Pacman/Pamac) |
+| ------------------- | ------------------------------ | ------------------------------- |
+| **Rust** | `rustup` (MSVC toolchain) | `rustup` ou `pacman -S rust` |
+| **Node.js** | `winget install OpenJS.NodeJS` | `sudo pacman -S nodejs npm` |
+| **C++ Build Tools** | Visual Studio Build Tools 2022 | `sudo pacman -S base-devel` |
+| **Webview Engine** | WebView2 (Nativo) | `sudo pacman -S webkit2gtk-4.1` |
+| **Python Tooling** | `python -m pip install nuitka` | `sudo pacman -S python-pip` |
+
+### Instalação e Inicialização
+
+1. **Clone o repositório:**
+
+```bash
+git clone https://github.com/seu-usuario/localaiapp.git
+cd localaiapp
+
+```
+
+2. **Instale as dependências do Frontend:**
+
+```bash
+npm install
+
+```
+
+3. **Preparação do Sidecar (Python):**
+ > **Nota Crítica:** O Tauri exige que o binário sidecar siga a nomenclatura `[nome]-[target-triple]`.
+
+```bash
+# Exemplo de comando para gerar o binário (dentro da pasta /src-python)
+python -m Nuitka --standalone --onefile main.py
+
+```
+
+---
+
+## 3. Estrutura do Projeto
+
+```plaintext
+localaiapp/
+├── src/ # Frontend (Preact + Typescript)
+│ ├── components/ # Componentes atômicos
+│ └── main.tsx # Entry point do Preact
+├── src-tauri/ # Core do Sistema (Rust)
+│ ├── bin/ # Binários Sidecar (Python compilado)
+│ ├── src/ # Lógica de ponte Rust-UI
+│ └── tauri.conf.json # Configuração de permissões e sidecars
+├── src-python/ # Motor de IA (Llama-cpp-python)
+│ ├── main.py # Script principal de inferência
+│ └── requirements.txt
+└── public/ # Assets estáticos
+
+```
+
+---
+
+## 4. Fluxo de Execução (Engenharia de Dados)
+
+1. **Frontend (Preact):** Dispara um evento `invoke('start_inference', { prompt: '...' })`.
+2. **Bridge (Rust):** O Tauri recebe o comando, valida os parâmetros e comunica-se via `stdin` ou `localhost socket` com o processo Sidecar.
+3. **Sidecar (Python):** O Llama processa os tensores, gera o stream de tokens e devolve ao Rust.
+4. **Update (UI):** O Preact utiliza **Signals** para atualizar a interface em tempo real com o mínimo de re-renders.
+
+---
+
+## 5. Roadmap de Desenvolvimento
+
+- [x] Setup Inicial (Tauri + Preact + TS)
+- [ ] Implementação do Sidecar Llama (C++ Bindings)
+- [ ] Suporte a Aceleração de Hardware (CUDA/Vulkan)
+- [ ] **Futuro:** Módulo de Web Search (Integração de busca via Python e extração de contexto).
+
+---
+
+## 6. Verificação de Lacunas (Common Pitfalls)
+
+- **PATH no Windows:** Certifique-se de que o compilador C++ está no PATH, ou o Tauri não conseguirá compilar os bindings do Rust.
+- **Permissões no Linux:** No Manjaro, o WebKitGTK pode exigir permissões específicas de sandbox dependendo da versão do Kernel.
+- **Sidecar Naming:** O erro mais comum é não incluir o _target triple_ (ex: `x86_64-unknown-linux-gnu`) no nome do binário dentro de `src-tauri/bin`.
+
+---
+
+**Como você é um engenheiro e estamos no início, gostaria que eu criasse o script inicial em Python para o Sidecar já com as tipagens básicas ou prefere focar na configuração do `tauri.conf.json` para reconhecer o binário?**
diff --git a/index.html b/index.html
new file mode 100644
index 0000000..b390e58
--- /dev/null
+++ b/index.html
@@ -0,0 +1,14 @@
+
+
+
+
+
+
+ Tauri + Preact + Typescript
+
+
+
+
+
+
+
diff --git a/package.json b/package.json
new file mode 100644
index 0000000..710c341
--- /dev/null
+++ b/package.json
@@ -0,0 +1,23 @@
+{
+ "name": "localaiapp",
+ "private": true,
+ "version": "0.1.0",
+ "type": "module",
+ "scripts": {
+ "dev": "vite",
+ "build": "tsc && vite build",
+ "preview": "vite preview",
+ "tauri": "tauri"
+ },
+ "dependencies": {
+ "preact": "^10.25.1",
+ "@tauri-apps/api": "^2",
+ "@tauri-apps/plugin-opener": "^2"
+ },
+ "devDependencies": {
+ "@preact/preset-vite": "^2.9.3",
+ "typescript": "~5.6.2",
+ "vite": "^6.0.3",
+ "@tauri-apps/cli": "^2"
+ }
+}
diff --git a/public/tauri.svg b/public/tauri.svg
new file mode 100644
index 0000000..31b62c9
--- /dev/null
+++ b/public/tauri.svg
@@ -0,0 +1,6 @@
+
diff --git a/public/vite.svg b/public/vite.svg
new file mode 100644
index 0000000..e7b8dfb
--- /dev/null
+++ b/public/vite.svg
@@ -0,0 +1 @@
+
\ No newline at end of file
diff --git a/src-tauri/.gitignore b/src-tauri/.gitignore
new file mode 100644
index 0000000..b21bd68
--- /dev/null
+++ b/src-tauri/.gitignore
@@ -0,0 +1,7 @@
+# Generated by Cargo
+# will have compiled files and executables
+/target/
+
+# Generated by Tauri
+# will have schema files for capabilities auto-completion
+/gen/schemas
diff --git a/src-tauri/Cargo.toml b/src-tauri/Cargo.toml
new file mode 100644
index 0000000..cfb134a
--- /dev/null
+++ b/src-tauri/Cargo.toml
@@ -0,0 +1,25 @@
+[package]
+name = "localaiapp"
+version = "0.1.0"
+description = "A Tauri App"
+authors = ["you"]
+edition = "2021"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[lib]
+# The `_lib` suffix may seem redundant but it is necessary
+# to make the lib name unique and wouldn't conflict with the bin name.
+# This seems to be only an issue on Windows, see https://github.com/rust-lang/cargo/issues/8519
+name = "localaiapp_lib"
+crate-type = ["staticlib", "cdylib", "rlib"]
+
+[build-dependencies]
+tauri-build = { version = "2", features = [] }
+
+[dependencies]
+tauri = { version = "2", features = [] }
+tauri-plugin-opener = "2"
+serde = { version = "1", features = ["derive"] }
+serde_json = "1"
+
diff --git a/src-tauri/build.rs b/src-tauri/build.rs
new file mode 100644
index 0000000..d860e1e
--- /dev/null
+++ b/src-tauri/build.rs
@@ -0,0 +1,3 @@
+fn main() {
+ tauri_build::build()
+}
diff --git a/src-tauri/capabilities/default.json b/src-tauri/capabilities/default.json
new file mode 100644
index 0000000..4cdbf49
--- /dev/null
+++ b/src-tauri/capabilities/default.json
@@ -0,0 +1,10 @@
+{
+ "$schema": "../gen/schemas/desktop-schema.json",
+ "identifier": "default",
+ "description": "Capability for the main window",
+ "windows": ["main"],
+ "permissions": [
+ "core:default",
+ "opener:default"
+ ]
+}
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diff --git a/src-tauri/icons/icon.icns b/src-tauri/icons/icon.icns
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diff --git a/src-tauri/icons/icon.ico b/src-tauri/icons/icon.ico
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diff --git a/src-tauri/icons/icon.png b/src-tauri/icons/icon.png
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diff --git a/src-tauri/src/lib.rs b/src-tauri/src/lib.rs
new file mode 100644
index 0000000..4a277ef
--- /dev/null
+++ b/src-tauri/src/lib.rs
@@ -0,0 +1,14 @@
+// Learn more about Tauri commands at https://tauri.app/develop/calling-rust/
+#[tauri::command]
+fn greet(name: &str) -> String {
+ format!("Hello, {}! You've been greeted from Rust!", name)
+}
+
+#[cfg_attr(mobile, tauri::mobile_entry_point)]
+pub fn run() {
+ tauri::Builder::default()
+ .plugin(tauri_plugin_opener::init())
+ .invoke_handler(tauri::generate_handler![greet])
+ .run(tauri::generate_context!())
+ .expect("error while running tauri application");
+}
diff --git a/src-tauri/src/main.rs b/src-tauri/src/main.rs
new file mode 100644
index 0000000..e6ec377
--- /dev/null
+++ b/src-tauri/src/main.rs
@@ -0,0 +1,6 @@
+// Prevents additional console window on Windows in release, DO NOT REMOVE!!
+#![cfg_attr(not(debug_assertions), windows_subsystem = "windows")]
+
+fn main() {
+ localaiapp_lib::run()
+}
diff --git a/src-tauri/tauri.conf.json b/src-tauri/tauri.conf.json
new file mode 100644
index 0000000..a0630d7
--- /dev/null
+++ b/src-tauri/tauri.conf.json
@@ -0,0 +1,35 @@
+{
+ "$schema": "https://schema.tauri.app/config/2",
+ "productName": "localaiapp",
+ "version": "0.1.0",
+ "identifier": "evandrodevbr",
+ "build": {
+ "beforeDevCommand": "pnpm dev",
+ "devUrl": "http://localhost:1420",
+ "beforeBuildCommand": "pnpm build",
+ "frontendDist": "../dist"
+ },
+ "app": {
+ "windows": [
+ {
+ "title": "localaiapp",
+ "width": 800,
+ "height": 600
+ }
+ ],
+ "security": {
+ "csp": null
+ }
+ },
+ "bundle": {
+ "active": true,
+ "targets": "all",
+ "icon": [
+ "icons/32x32.png",
+ "icons/128x128.png",
+ "icons/128x128@2x.png",
+ "icons/icon.icns",
+ "icons/icon.ico"
+ ]
+ }
+}
diff --git a/src/App.css b/src/App.css
new file mode 100644
index 0000000..83253cf
--- /dev/null
+++ b/src/App.css
@@ -0,0 +1,116 @@
+.logo.vite:hover {
+ filter: drop-shadow(0 0 2em #747bff);
+}
+
+.logo.preact:hover {
+ filter: drop-shadow(0 0 2em #673ab8);
+}
+:root {
+ font-family: Inter, Avenir, Helvetica, Arial, sans-serif;
+ font-size: 16px;
+ line-height: 24px;
+ font-weight: 400;
+
+ color: #0f0f0f;
+ background-color: #f6f6f6;
+
+ font-synthesis: none;
+ text-rendering: optimizeLegibility;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ -webkit-text-size-adjust: 100%;
+}
+
+.container {
+ margin: 0;
+ padding-top: 10vh;
+ display: flex;
+ flex-direction: column;
+ justify-content: center;
+ text-align: center;
+}
+
+.logo {
+ height: 6em;
+ padding: 1.5em;
+ will-change: filter;
+ transition: 0.75s;
+}
+
+.logo.tauri:hover {
+ filter: drop-shadow(0 0 2em #24c8db);
+}
+
+.row {
+ display: flex;
+ justify-content: center;
+}
+
+a {
+ font-weight: 500;
+ color: #646cff;
+ text-decoration: inherit;
+}
+
+a:hover {
+ color: #535bf2;
+}
+
+h1 {
+ text-align: center;
+}
+
+input,
+button {
+ border-radius: 8px;
+ border: 1px solid transparent;
+ padding: 0.6em 1.2em;
+ font-size: 1em;
+ font-weight: 500;
+ font-family: inherit;
+ color: #0f0f0f;
+ background-color: #ffffff;
+ transition: border-color 0.25s;
+ box-shadow: 0 2px 2px rgba(0, 0, 0, 0.2);
+}
+
+button {
+ cursor: pointer;
+}
+
+button:hover {
+ border-color: #396cd8;
+}
+button:active {
+ border-color: #396cd8;
+ background-color: #e8e8e8;
+}
+
+input,
+button {
+ outline: none;
+}
+
+#greet-input {
+ margin-right: 5px;
+}
+
+@media (prefers-color-scheme: dark) {
+ :root {
+ color: #f6f6f6;
+ background-color: #2f2f2f;
+ }
+
+ a:hover {
+ color: #24c8db;
+ }
+
+ input,
+ button {
+ color: #ffffff;
+ background-color: #0f0f0f98;
+ }
+ button:active {
+ background-color: #0f0f0f69;
+ }
+}
diff --git a/src/App.tsx b/src/App.tsx
new file mode 100644
index 0000000..a03ea1e
--- /dev/null
+++ b/src/App.tsx
@@ -0,0 +1,51 @@
+import { useState } from "preact/hooks";
+import preactLogo from "./assets/preact.svg";
+import { invoke } from "@tauri-apps/api/core";
+import "./App.css";
+
+function App() {
+ const [greetMsg, setGreetMsg] = useState("");
+ const [name, setName] = useState("");
+
+ async function greet() {
+ // Learn more about Tauri commands at https://tauri.app/develop/calling-rust/
+ setGreetMsg(await invoke("greet", { name }));
+ }
+
+ return (
+
+