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RAG & Knowledge Basesfree

Drive Knowledge Base RAG Agent

by DIGITAL BIZ TECHUpdated Aug 2026
RequiresOpenAIGoogle DriveGoogle Drive
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ChWhen chat message receivedWhen chat messa…OpenAI Chat ModelOpenAI Chat Mod…MBSimple MemorySILoop Over Items1WaWaitDDDefault Data LoaderDefault Data Lo…TSCharacter Text SplitterCharacter Text …IfIf2VSQdrant Vector Store1Qdrant Vector S…EMEmbeddings Mistral CloudEmbeddings Mist…VSQdrant Vector StoreQdrant Vector S…EMEmbeddings Mistral Cloud1Embeddings Mist…MaWhen clicking ‘Execute workflow’When clicking ‘…SeSet metadataHRMistral UploadHRMistral Signed URLMistral Signed …HRMistral DOC OCRGoogle Drive(brand related data for chatbot)Google Drive(br…Google Drive(load file)Google Drive(lo…CoCode(convert to chunks for loading into vector db)Code(convert to…Seprepare for chunkingprepare for chu…WeWebhookAgwebsite chat agentwebsite chat ag…123456
1/5
FLOWS
STEPS · 6
Starts from a chat message

Indexes Google Drive documents into a Qdrant vector store and answers chat questions with an OpenAI agent.

Tags

webhookadvancedOpenAIGoogle DriveSupport ChatbotAI Chatbot
Connects
OpenAIgoogledriveGoogle Drive
CategoryRAG & Knowledge Bases
Triggerwebhook
Complexityadvanced
Nodes23
AddedJun 14, 2026