I will develop telegram ai assistant with n8n and rag qdrant

Developed an intelligent Telegram AI assistant integrated with n8n Cloud, OpenAI API, and Qdrant for semantic search (RAG). The chatbot supports multilingual input/output (English, Ukrainian, Russian) and handles text, images, and occasional video messages. I finalized n8n workflow logic, created embeddings stored in Qdrant, and connected the OpenAI chat model to retrieve relevant context. The project includes robust error handling, logging, and a maintainable architecture with clear extension points. Deliverables: a fully functional RAG-powered Telegram bot, stable n8n workflows, and documentation explaining workflow logic for client use and future expansion.