Skip to content
FlowHubFluxonLab
RAG & Knowledge Basesfree

Telegram Docs Q&A Agent

by NovaNodeUpdated Aug 2026
RequiresOpenAIGoogle DocsGoogle DocsTelegramTelegram
Share Post Share
AgKnowledge Base AgentKnowledge Base …OpenAI Chat ModelOpenAI Chat Mod…Embeddings OpenAIEmbeddings Open…DDDocument Section LoaderDocument Sectio…TSDocument ChunkerOpenAI Embeddings GeneratorOpenAI Embeddin…Google Docs ImporterGoogle Docs Imp…MaWhen clicking "Execute Workflow"When clicking "…MMMongoDB Chat MemoryMongoDB Chat Me…Embeddings OpenAI1Embeddings Open…DDDefault Data LoaderDefault Data Lo…TSRecursive Character Text SplitterRecursive Chara…Embeddings OpenAI3Embeddings Open…VSSearch Positive InteractionsSearch Positive…VSSearch DocumentationSearch Document…VSSearch Negative InteractionsSearch Negative…Receive Message on TelegramReceive Message…Send Message on Telegram, Wait for FeedbackSend Message on…CoMap feedback dataMap feedback da…SeSet feedback fields for collection storageSet feedback fi…VSSubmit embedded chat feedbackSubmit embedded…OpenAI Embeddings Generator1OpenAI Embeddin…VSMongoDB Documentation InserterMongoDB Documen…12345678910111213141516
1/5
FLOWS
STEPS · 16
Starts on a Telegram event

On a Telegram message, an OpenAI agent answers from a MongoDB vector store of Google Docs and replies via Telegram.

Tags

manualcomplexOpenAIGoogle DocsInternal WikiAI RAG
Connects
OpenAIgoogledocsGoogle DocstelegramTelegram
CategoryRAG & Knowledge Bases
Triggermanual
Complexitycomplex
Nodes23
AddedJun 14, 2026