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Telco Assistant

Live

Telecom answers grounded in operator docs, with citations, and refusals when it doesn't know.

Vardar Mobile assistant answering a roaming question with per-unit rates, an inline document citation, and a sources panel scoring each retrieved document by match.

Production-shaped RAG assistant for telecom support — answers grounded in operator docs and regulation, with citations, controlled refusals, and comparable orchestration backends (custom RAG, LlamaIndex, LangChain) over the same retriever and golden eval suite.

FastAPIpgvectorNext.jsOpenAIRAG
Live demoSource
Vardar Mobile landing page: a large serif headline over a network graph of the operator document corpus.
The front door. The graph is the document corpus the assistant retrieves from.