SimpleRAG - Upload Documents

Upload Documents

Upload documents to index them using your preferred RAG mode.

Current Default RAG Mode: Normal RAG
You can override this setting for individual uploads below.

Select Document

Supported formats: PDF, TXT, DOCX, HTML

RAG Mode for this Document

Normal RAG - Fast semantic search

Graph RAG - Extract entities and relationships

⚠️ Graph RAG takes longer but provides richer context

Neo4j Only - Store entities/relationships in Neo4j graph database

📊 Extracts and stores knowledge graph in Neo4j without vector embeddings

Normal RAG Process

Text extraction from document
Split into overlapping chunks
Generate embeddings for chunks
Store in vector database

Graph RAG Process

Text extraction from document
Extract entities and relationships
Build knowledge graph
Generate embeddings for graph elements
Store both chunks and graph in database

Note: Graph RAG processing takes significantly longer than Normal RAG due to entity extraction and relationship mapping, but provides much richer contextual understanding.