Traditional search engines force you to choose between massive, expensive infrastructure or paying a fortune in recurring API fees. Our Smart Learning Engine breaks that cycle. By utilizing a "Surgical Indexing" model, your site primarily fetches data when a user asks for it. Once the information is found, it is locked into your local sharded database, serving the next 10,000 users at zero cost to you.

The Four-layer Search Architecture

1. Layer 1: Proprietary Local Index: Results from websites you have explicitly crawled.
2. Layer 2: Surgical Speed Cache: Instant, zero-cost results from previous searches.
3. Layer 3: Decentralized Web Fetch:  Real-time results from YaCy and Snipesearch.
4. Layer 4: AI Synthesis:  Human-like summaries generated from top results.

The Environmental Edge 

In 2026, efficiency is the ultimate luxury. By caching AI responses, you save 18 Watt-hours of energy per search, the equivalent of running a laptop for 20 minutes. At scale, this prevents tons of CO₂ emissions and thousands of litres of data centre water waste. It’s search with a conscience.

The Infinite Scale Advantage

For the second, thousandth, or millionth user who searches for a topic, the delay vanishes:

• Millisecond Response: Skip remote APIs and pull directly from your local database.
• Zero Cost: No remote API units or AI tokens are consumed after the first search.
• 99% Faster: High-speed results running on basic shared hosting.

AI Summary Caching: Pay for an AI token once; serve the answer 100,000 times.Professional Local Spider: Built-in crawler with depth control (0-N) and 16-table database sharding for massive scale.Dual-Source Authority: Interleaves results from Snipesearch and decentralized YaCy nodes for unbiased data.Global Charset Support: Supports 63 different charsets (Windows, Mac, ISO, etc.) converted to UTF-8 Unicode 13.Advanced Filtration: "Must Include" and "Must Not Include" URL-level string filters.Document Indexing: Index and search PDF, DOCX, and XLSX files natively.Revenue Optimization: Interleave your own affiliate blogs and product reviews directly into Page 1 results.Cloudflare Ready: Pre-configured to bypass CDN timeouts during heavy indexing.Secure Admin Panel: Manage API keys, spider settings, and search logs from a secure, web-based dashboard.

PHP: Version 8.1+Database: MySQL 5.7+ or MariaDBExtensions: cURL, mbstring, OpenSSL (Optional: DOM, XML, XSL for Document Indexing)Hosting: Shared, VPS, or Dedicated (Low resource requirement due to caching logic)APIs: OpenAI API Key (for AI features), Search API Key (for discovery layer)

Instructions

1. Upload: Extract and upload the files to your server.
2. Wizard Setup: Navigate to your domain and follow the 3-step web-based installer to connect your database.
3. Configuration: Enter your API keys in the Admin Settings panel.
4. Spider Init: Go to Local Spider > Install. Regenerate the Database Files and then install all to initialize your 16-table sharded index.
5. Cron Job: Set up the provided single-line Cron Job to handle background maintenance and news updates.