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Smart Local AI – Browser-Based Private AI Tools

开发者 hasanazizul
更新时间 2026年3月17日 15:17
PHP版本: 7.4 及以上
WordPress版本: 6.9
版权: GPLv2 or later
版权网址: 版权信息

标签

related posts alt text AI machine learning personalized recommendations

下载

1.0.1 1.0.0 1.0.4 1.0.5

详情介绍:

Smart Local AI brings machine learning directly to the browser. Every ML model runs on-device in the visitor's or editor's browser using Transformers.js and WebGPU/WASM. No data is ever sent to external servers, no cloud API keys are needed, and there are zero recurring costs. Modules RelevantFlow — Semantic Content Recommendations Traditional related-posts plugins match by shared tags or categories. RelevantFlow uses a sentence-transformer model (all-MiniLM-L6-v2) to understand the meaning of your content and recommend posts that are genuinely related — even when they share no tags at all. PersonaFlow — Personalized Content Recommendations PersonaFlow delivers personalized content recommendations based on visitor behavior — like Netflix for your WordPress site. It tracks 30 behavioral signals (scroll depth, reading time, click patterns, etc.) and computes a per-visitor taste vector to surface the most relevant content for each individual visitor. AltGenius — Automatic Alt Text Generation Missing alt text hurts SEO rankings and violates ADA/WCAG accessibility guidelines. AltGenius generates descriptive alt text for every image in your media library — entirely in the browser. Key Features Upgrade to Pro Get more powerful AI modules and premium features with Smart Local AI Pro. Have questions or need support? Contact us. How It Works All AI processing runs in your browser. No server-side ML is required. On first use, models are downloaded from Hugging Face and cached in the browser's IndexedDB — this one-time download may take 1–2 minutes depending on your connection. After that, models load instantly. RelevantFlow (Related Posts)
  1. Go to Smart Local AI > Dashboard and enable the RelevantFlow module (or follow the setup wizard after activation)
  2. Select which content type to index from the Content Type selector on the Dashboard (defaults to Posts)
  3. Go to the RelevantFlow tab and click Build Index — this downloads the MiniLM model (~23 MB) and generates an embedding for each published item of the selected content type
  4. You need at least 2 published items of the selected content type for recommendations to appear
  5. Visit any item on the frontend — a "You Might Also Enjoy" section will appear below the content showing semantically related items
PersonaFlow (Personalized Recommendations)
  1. Go to Smart Local AI > Dashboard and enable the PersonaFlow module
  2. Go to the PersonaFlow tab to configure display settings (number of recommendations, layout template, appearance)
  3. Visit posts on the frontend — PersonaFlow will track reading behavior and build a taste profile
  4. After a few page views, personalized recommendations will appear below the content based on the visitor's interests
  5. Use the shortcode [atlas_ai_personaflow] to place recommendations anywhere in your theme
AltGenius (Image Alt Text)
  1. Go to Smart Local AI > Dashboard and enable the AltGenius module
  2. Upload an image via Media > Add New Media File — the model downloads on first use (~300 MB for ViT-GPT2) and alt text is generated automatically
  3. Or go to Smart Local AI > Bulk Alt Text and click Start Bulk Scan to generate alt text for all existing images missing it
  4. Or edit any post with images in the Block Editor — the AltGenius sidebar panel shows each image with a Generate Alt Text button

安装:

From the WordPress Plugin Directory
  1. Go to Plugins > Add New in your WordPress admin
  2. Search for "Smart Local AI"
  3. Click Install Now, then Activate
Manual Installation
  1. Download the plugin zip file
  2. Go to Plugins > Add New > Upload Plugin
  3. Upload the zip file and click Install Now
  4. Activate the plugin
After Activation After activation, you will be automatically redirected to the Smart Local AI dashboard where a guided setup wizard walks you through the initial configuration:
  1. Enable RelevantFlow — Turn on the AI recommendation engine
  2. Select Content Type — Choose which content type to index (Posts, Pages, Products, or any custom post type)
  3. Build Embedding Index — Index your content so the AI can find similarities between posts
  4. Enable PersonaFlow — Optionally enable personalized recommendations based on visitor behavior
  5. Preview Recommendations — Visit a published post to see AI recommendations in action
You can skip the wizard at any time and configure modules manually from the Dashboard. To re-run the wizard later, click the Run Setup Wizard button on the Dashboard. To test AltGenius: Go to the AltGenius tab and choose your model (ViT-GPT2 is recommended). Then either upload a new image via Media > Add New Media File (alt text generates automatically), or go to Smart Local AI > Bulk Alt Text to scan existing images. The model downloads on first use (~300 MB) — please wait for it to complete. Important: The first time you use each module, the AI model must download to your browser. This is a one-time download. Please allow 1–2 minutes for the download to complete. A progress indicator is shown during the download. After caching, subsequent uses load instantly. Requirements

屏幕截图:

  • RelevantFlow Settings — Configure recommendation display, build embedding index, customize appearance
  • RelevantFlow Widget — Semantic content recommendations displayed below posts
  • PersonaFlow Settings — Configure personalized recommendations and behavioral tracking
  • PersonaFlow Widget — Personalized content recommendations based on visitor behavior
  • AltGenius Settings — Choose AI model, configure prefix/suffix for alt text
  • AltGenius Bulk Scan — Audit and fix alt text across your entire media library
  • AltGenius Editor Panel — Per-image alt text generation in the block editor

升级注意事项:

1.0.5 Content type selection for RelevantFlow — index Posts, Pages, Products, or any custom post type. New guided setup wizard after activation. Fixes AltGenius Pro link. 1.0.4 Full SQLite compatibility — similar posts table now works on WordPress Playground and SQLite-based environments. Existing MySQL installs auto-migrated. 1.0.3 Fixes JavaScript errors on WordPress Playground and missing script dependencies for AltGenius editor/media upload. 1.0.2 Fixes admin UI loading issue on WordPress Playground and older WordPress versions.

常见问题:

Does Smart Local AI send any data to external servers?

No. All machine learning inference runs entirely in the visitor's or editor's browser. Your content and images never leave the device. The only external requests are the one-time model downloads from Hugging Face (see "External Services" below), which are cached in the browser's IndexedDB for reuse.

Do I need an API key?

No. Smart Local AI does not use any cloud APIs. There are no API keys to configure and no recurring costs.

Will this slow down my website?

No. ML processing happens in Web Workers, which run in a separate thread and do not block the main page. The recommendation widget loads asynchronously after the page content. Server-side performance is unaffected because all computation happens in the browser.

How many posts or images can Smart Local AI handle?

There is no hard limit. RelevantFlow stores lightweight embedding vectors (a few KB per post) in a custom database table. AltGenius processes images one at a time in the browser. Sites with thousands of posts and images work fine.

Does it work with custom post types?

Yes. RelevantFlow supports any public post type — Posts, Pages, WooCommerce Products, or any custom post type registered on your site. Select your preferred content type from the Content Type selector on the Dashboard or during the setup wizard. The free version supports one content type at a time; Pro supports unlimited types.

What happens if JavaScript is disabled?

The recommendation widget and alt text generator simply will not appear. Your site continues to function normally with no errors or broken layouts.

Is Smart Local AI compatible with caching plugins?

Yes. Since Smart Local AI runs in the browser, it works alongside any server-side caching plugin (WP Super Cache, W3 Total Cache, LiteSpeed Cache, etc.).

Can I use individual modules as standalone plugins?

The architecture supports it, but currently modules are distributed as part of Smart Local AI. Standalone module plugins are planned for the future.

How does PersonaFlow personalization work?

PersonaFlow tracks 30 behavioral signals (such as scroll depth, reading time, and click patterns) entirely in the visitor's browser using localStorage. It computes a per-visitor taste vector and scores your published posts against it to surface the most relevant recommendations. No data is sent to any server — the entire process is client-side.

Does PersonaFlow require user consent or cookies?

PersonaFlow stores behavioral data in the visitor's browser localStorage — it does not use cookies and does not transmit any data to external servers. Since all data stays on the visitor's device, it is fully GDPR compliant. However, we recommend mentioning localStorage usage in your privacy policy for full transparency.

Can I customize the appearance of recommendations?

Yes. Both RelevantFlow and PersonaFlow offer built-in theme presets (Default, Light, Dark, Minimal) and custom color options for background, card background, text, headings, accent color, and border color. You can also customize the border radius. All settings are available in the module settings page under the Appearance section.

Can I place recommendations anywhere on my page?

Yes. You can use the shortcodes [atlas_ai_relevantflow] and [atlas_ai_personaflow] to place recommendations anywhere in your posts, pages, or theme templates. You can also set a custom CSS selector in the module settings to target a specific container on your page.

Does PersonaFlow work with WooCommerce?

Yes. PersonaFlow includes built-in WooCommerce integration. It tracks product viewing behavior and can recommend products based on individual shopping patterns — all without any cloud-based tracking.

Is there a Pro version?

Yes! Smart Local AI Pro includes additional AI modules and premium features. Contact us if you have questions.

更新日志:

1.0.5 1.0.4 1.0.3 1.0.2 1.0.0