The TAPAS stack is a conversational AI application platform designed to bridge intelligent automation with real-time communication and robust data persistence. Here's how it works: Telegram serves as the primary user interface and communication layer, providing a lightweight, ubiquitous client for end-users to interact with the system. AutoGPT powers the intelligent backbone, handling natural language understanding, task automation, and decision-making logic that responds to user inputs. PostgreSQL acts as our primary data store, maintaining conversation history, user state, and application metadata with ACID guarantees. ASP.NET Core runs the API layer that orchestrates communication between Telegram, AutoGPT, and PostgreSQL, managing request routing, authentication, and business logic on a scalable, cross-platform runtime. sed handles lightweight data transformation and log processing in our pipeline, performing stream-based text filtering and formatting for both debugging and production data normalization.

The stack excels at building intelligent chatbots and automation agents that need persistent state, reliable data handling, and the ability to reach users where they already are—on Telegram.