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RAG & Knowledge BasesfreeFluxonLab library

Rag:context Aware Chunking

by FluxonLab Importadapted from SplitoutUpdated May 2026
RequiresOpenRouterGoogle GeminiGoogle DriveGoogle Drive
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MaWhen clicking ‘Test workflow’When clicking ‘…SILoop Over ItemsOpenRouter Chat ModelOpenRouter Chat…VSPinecone Vector StorePinecone Vector…EGEmbeddings Google GeminiEmbeddings Goog…DDDefault Data LoaderDefault Data Lo…TSRecursive Character Text SplitterRecursive Chara…Get Document From Google DriveGet Document Fr…EFExtract Text Data From Google DocumentExtract Text Da…CoSplit Document Text Into SectionsSplit Document …SOPrepare Sections For LoopingPrepare Section…AgAI Agent - Prepare ContextAI Agent - Prep…SeConcatenate the context and section textConcatenate the…12345678910111213
1/5
STEPS · 13
Run manually by an operator

On manual run, loads Google Drive documents, splits them into context-aware chunks, embeds with Gemini, and stores vectors in Pinecone.

Tags

openrouterai-agentssplit-in-batchesmanualembeddingsgooglegeminivectorstorepineconemanual-triggercomplex
Connects
OpenRouterGoogle GeminigoogledriveGoogle Drive
CategoryRAG & Knowledge Bases
Triggermanual
Complexitycomplex
Nodes13
AddedMay 9, 2026