AI V12 "ARCHITECT OMEGA" is BIG UPDATED!

Architect Omega is a robust, local autonomous system designed for advanced data processing and analysis. Key features include: * Extensive scraping capabilities with 190 dedicated bots * Advanced natural language processing for Georgian and English * Integrated neural network processing * Secure data handling with Iron Shield protocol and SQLite * Multi-path Chain-of-Thought reasoning with self-critique This system offers powerful text and data handling, utilizing a triple engine for comprehensive analysis. It processes information through n-grams, TF-IDF, and topic modeling, alongside a language detection firewall for both Georgian and English. The integrated neural network engine provides 128-dimensional vectors and a virtual layer swap for efficient performance. Architect Omega is equipped with an Iron Protocol for security, zero-footprint operation, and efficient data management using Hygiene and MicroBatchWriter. It provides various endpoints for deep searching, goal setting, status checks, and bot swarm management. The system is designed to be a base for customization and evolution, rather than a drop-in component. Ideal for researchers, developers, and those conducting bilingual experiments, especially users of V12 who desire enhanced capabilities. It is suitable for complex data exploration and custom application development, offering a powerful foundation for building sophisticated analytical tools.