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RAG & Knowledge Basesfree

Smart AI Support Assistant for Telegram

by Igor ChernyaevUpdated Aug 2026
RequiresTelegramTelegramOpenAI
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Telegram TriggerSwQuestionOrReply_SwitchQuestionOrReply…CoQuestionFilter_CodeQuestionFilter_…IfValidQuestion_IFCoCreateTicket_CodeCreateTicket_Co…SendToExpert_MessageSendToExpert_Me…Reformulate_MessageReformulate_Mes…ExpertReply_MessageExpertReply_Mes…CoIsExpert_CodeIfIsExpert_IFCoPrepareReplyFlag_CodePrepareReplyFla…VSPinecone Vector StorePinecone Vector…Embeddings OpenAIEmbeddings Open…DDDefault Data LoaderDefault Data Lo…TSRecursive Character Text SplitterRecursive Chara…CoPinecone_ParseResult_CodePinecone_ParseR…SeSet_QA_for_PineconeSet_QA_for_Pine…Embeddings OpenAI1Embeddings Open…SeEditFields_AddUserID_MetadataEditFields_AddU…SeAddUserID_Metadata_ReplyAddUserID_Metad…VSPinecone_Add_AnswerPinecone_Add_An…CoGetFirstResultIfCheck If Answer ExistsCheck If Answer…Send Auto AnswerCoGet First Answered DocumentGet First Answe…SeSet Original QuestionSet Original Qu…SeRestore Original QuestionRestore Origina…CoFilter Similar AnswersFilter Similar …CoCheckCacheHitIfCacheHitIFSendCachedAnswerCoExtract_Original_QuestionExtract_Origina…DDDefault Data Loader1Default Data Lo…CoWrapForPineconeTSRecursive Character Text Splitter1Recursive Chara…CoExtract Group IDSeEdit FieldsEmbeddings OpenAI3Embeddings Open…VSSearch Answer In PineconeSearch Answer I…1234567891011121314151617181920212223242526272829303132333435363738
1/5
STEPS · 38
Starts on a Telegram event

On a Telegram message, retrieves answers from a Pinecone knowledge base using OpenAI embeddings and replies to the user in Telegram.

Tags

eventadvancedTelegramOpenAISupport ChatbotAI RAGdiscoveredpending-review
Connects
telegramTelegramOpenAI
CategoryRAG & Knowledge Bases
Triggerevent
Complexityadvanced
Nodes39
AddedJun 27, 2026