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RAG & Knowledge Basesfree

BuildandQueryRAGOnTheFly

by TianyiUpdated Aug 2026
RequiresTelegramTelegramOpenAIGoogle DocsGoogle Docs
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Telegram TriggerSwSwitchOpenAIOpenAI1AgAI AgentTelegramSeEdit Fields_AudioEdit Fields_Aud…SeEdit Fields_ImageEdit Fields_Ima…SeEdit Fields_TextVSPinecone Vector StorePinecone Vector…Embeddings OpenAIEmbeddings Open…GDGoogle DocsVSPinecone Vector Store1Pinecone Vector…Embeddings OpenAI1Embeddings Open…DDDefault Data LoaderDefault Data Lo…TSRecursive Character Text SplitterRecursive Chara…ScSchedule TriggerGoogle Docs1SeEdit FieldsGoogle Docs2DeepseekMBWindow Buffer MemoryWindow Buffer M…DownloadAudio12345678910111213141516
1/5
FLOWS
STEPS · 16
Starts on a Telegram event

On a Telegram message, indexes Google Docs into Pinecone and answers queries with an OpenAI RAG agent, replying on Telegram.

Tags

eventadvancedTelegramOpenAIPersonal ProductivityAI Chatbotdiscoveredpending-review
Connects
telegramTelegramOpenAIgoogledocsGoogle Docs
CategoryRAG & Knowledge Bases
Triggerevent
Complexityadvanced
Nodes23
AddedJun 27, 2026