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PDF to Vector RAG System: Mistral OCR, Weaviate Database and MCP Server

by DietmarUpdated Aug 2026
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ECCohere EmbeddingsCohere Embeddin…DDDocument LoaderRCCohere RerankerMcMCP Knowledge ServerMCP Knowledge S…VSSearch Knowledge BaseSearch Knowledg…TSText SplitterFoUpload PDFMAExtract Text from PDFExtract Text fr…SePrepare Document DataPrepare Documen…VSStore in Vector DatabaseStore in Vector…123456789
1/5
STEPS · 9
Starts on a Mcp event

On form upload, OCRs PDFs with Mistral and indexes them into a Weaviate vector store, exposing retrieval through an MCP server.

Tags

eventmediumDocument ExtractionMultimodal AIdiscoveredpending-review
CategoryRAG & Knowledge Bases
Triggerevent
Complexitymedium
Nodes10
AddedJun 27, 2026