Yapaylar: A Hybrid Platform Combining Education and AI-Powered Search
Yapaylar is a pioneering platform developed in Turkey that provides users with both educational content and a powerful AI-powered search engine. Built with a modern software architecture focused on high performance, scalability, and low operational cost, the platform consists of two main layers.
1. Education Layer: WordPress + Next.js Integration
The first phase of the platform integrates a traditional WordPress-based learning management system with a custom frontend interface built using Next.js. This ensures SEO-friendly content delivery and allows users to engage with a fast and modern interface.
- Course management, quizzes, and content tracking are handled within WordPress.
- The Next.js-powered frontend ensures fast page transitions and minimal loading times.
- A consistent user experience is provided across both mobile and desktop devices.
2. AI-Powered Search Engine
The second layer is built using Node.js, LangChain, and a fine-tuned version of GPT-4o-mini. This system enables users to ask questions in natural language and delivers accurate answers through advanced multi-step reasoning.
- Live Web Data: Provides up-to-date information through real-time crawling.
- Multi-Step Reasoning: Breaks down complex queries and processes them with logical chains.
- Source-Supported Answers: Cites the sources that the answers are based on.
- Function Calling: Integrates with APIs to perform tasks like calculations, currency conversion, or weather queries.
- Document Analysis: Understands and extracts content from user-uploaded PDFs and documents.
The entire system is optimized for the Turkish language, ensuring perfect compatibility with local users.
Performance and Scalability
Yapaylar strikes a balance between low operational costs and high performance thanks to its custom-built infrastructure that serves as an alternative to costly solutions. With Redis-backed caching and queuing systems, it can support hundreds of concurrent users in real time.
Conclusion
Yapaylar is a smart, fast, and user-friendly platform that unites education and AI under one roof. Designed for those who want to learn and explore, it is the most advanced platform of its kind in Turkey.