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RAG & Knowledge BasesproFluxonLab library

Structured Drive RAG Pipeline

by FluxonLab Importadapted from ManualUpdated May 2026
RequiresOpenAIGoogle DriveGoogle Drive
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MaWhen clicking "Execute Workflow"When clicking "…Embeddings OpenAIEmbeddings Open…DDDefault Data LoaderDefault Data Lo…SeSet file URL in Google DriveSet file URL in…CoAdd in metadataDownload fileChChat TriggerCoPrepare chunksEmbeddings OpenAI2Embeddings Open…OpenAI Chat ModelOpenAI Chat Mod…SeSet max chunks to send to modelSet max chunks …OPStructured Output ParserStructured Outp…SeCompose citationsCompose citatio…SeGenerate responseGenerate respon…CLAnswer the query based on chunksAnswer the quer…VSGet top chunks matching queryGet top chunks …VSAdd to Pinecone vector storeAdd to Pinecone…TSRecursive Character Text SplitterRecursive Chara…1234567
1/5
FLOWS
STEPS · 7
Run manually by an operator

On a chat message, embeds Google Drive documents into Pinecone and returns structured OpenAI answers.

Tags

advancedeventai-agentssticky-notegoogle-drivemanual-triggerembeddingsopenaidocumentdefaultdataloader
Connects
OpenAIgoogledriveGoogle Drive
CategoryRAG & Knowledge Bases
Triggerevent
Complexityadvanced
Nodes18
AddedMay 9, 2026