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RAG & Knowledge Basesfree

Automated Document Compliance Validation with AI and Vector Database

by Thapani SawaengsriUpdated Aug 2026
RequiresOllama
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WeAudit Document UploadAudit Document …WeProcedure SubmissionProcedure Submi…HRFetch Document (Microsoft Graph)Fetch Document …CoDelete Old Document VectorsDelete Old Docu…EFExtract PDF TextEOGenerate Document EmbeddingsGenerate Docume…VSInsert Vectors into QdrantInsert Vectors …DDLoad Document MetadataLoad Document M…TSSplit Text into ChunksSplit Text into…CoFormat Procedure PayloadFormat Procedur…AgAI Compliance ValidatorAI Compliance V…Language Model (AI Agent)Language Model …VSRetrieve Relevant Document ChunksRetrieve Releva…EOGenerate Query EmbeddingsGenerate Query …Language Model (Structured Output)Language Model …OPParse AI ResponseParse AI Respon…RTReturn Compliance ReportReturn Complian…1234567
1/5
FLOWS
STEPS · 7
Starts on an incoming request

On a webhook request, embeds document text into Qdrant and validates compliance with an Ollama agent, returning structured results.

Tags

webhookcomplexOllamaAI RAGMultimodal AIdiscoveredpending-review
Connects
Ollama
CategoryRAG & Knowledge Bases
Triggerwebhook
Complexitycomplex
Nodes17
AddedJun 27, 2026