AI assistant in Telegram with RAG over your knowledge base — answers from your documents, not from the internet.
Upload PDFs, docs, manuals. The bot answers from your knowledge base using embeddings + vector search. Zero-cost AI.
Exact-match FAQ for instant responses. Saves tokens, faster replies. Falls back to RAG for complex questions.
Manage documents, FAQ entries, view analytics. API-powered, whitelist auth protected.
"Helpful?" button on every answer. Tracks accuracy, improves the knowledge base over time.
Sber GigaChat out of the box — works fully within the Russian legal and infrastructure landscape.
I build production AI systems. Tell me your task — analysis is free.
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