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RAG & Knowledge Basesfree

Chat with News Articles Using AI Analysis in Telegram with Vector Search

by Mehedi AhamedUpdated Aug 2026
RequiresTelegramTelegramOpenAI
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Send a documentOPStructured Output Parser1Structured Outp…VLM Agent2VLM Agent3SOSplit OutHRHTTP Request1NONo Operation, do nothing1No Operation, d…Embeddings OpenAIEmbeddings Open…DDDefault Data LoaderDefault Data Lo…VSInsert Data to StoreInsert Data to …VSQuery Data ToolAgAI AgentCoCodeIfCheck Whether URLCheck Whether U…Listen to Telegram for LinkListen to Teleg…SeRename Link FieldRename Link Fie…AgVLM Run HighlighterVLM Run Highlig…IfCheck URLs ValidityCheck URLs Vali…CTCovert to Text FileCovert to Text …OpenAI Chat ModelOpenAI Chat Mod…Send a ReplyStart Asking123456789101112131415161718192021222324
1/5
STEPS · 24
Starts on a Telegram event

On a Telegram message, fetches and embeds news articles, then answers with an OpenAI agent over vector search and replies in Telegram.

Tags

eventcomplexTelegramOpenAIDocument ExtractionAI RAGdiscoveredpending-review
Connects
telegramTelegramOpenAI
CategoryRAG & Knowledge Bases
Triggerevent
Complexitycomplex
Nodes22
AddedJun 27, 2026