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RAG & Knowledge Basesfree

Scheduled Pinecone RAG Pipeline

by Alysson NevesUpdated Aug 2026
RequiresGoogle DriveGoogle DriveOpenAI
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ScSchedule Document IngestionSchedule Docume…List Pending DocumentsList Pending Do…Download Source DocumentDownload Source…EFExtract PDF ContentExtract PDF Con…TSSplit Documents into ChunksSplit Documents…Generate EmbeddingsGenerate Embedd…VSStore Document EmbeddingsStore Document …Move Document to Processed FolderMove Document t…ChReceive User QueryReceive User Qu…AgAnswer Query Using Knowledge BaseAnswer Query Us…VSRetrieve Relevant DocumentsRetrieve Releva…Generate AnswerEWGet Ingestion SettingsGet Ingestion S…NOIngestion CompleteIngestion Compl…EWGet Retrieval SettingsGet Retrieval S…EWProvide Knowledge Base SettingsProvide Knowled…DDConvert Text to DocumentsConvert Text to…NOResponse ReadySeDefine Knowledge Base ConfigurationDefine Knowledg…NOConfiguration ReadyConfiguration R…SeLoad Ingestion ConfigurationLoad Ingestion …SeLoad Retrieval ConfigurationLoad Retrieval …123456789101112131415161718
1/5
FLOWS
STEPS · 18
Runs on a schedule

On a schedule, embeds Google Drive files into Pinecone with OpenAI and answers chat questions via an AI agent.

Tags

croncomplexGoogle DriveOpenAIDocument ExtractionAI RAGdiscoveredpending-review
Connects
googledriveGoogle DriveOpenAI
CategoryRAG & Knowledge Bases
Triggercron
Complexitycomplex
Nodes22
AddedJun 27, 2026