Document Knowledge Explorer

2-tier document traversal: semantic search over document-graph NODES (tier-1, extracted from source PDFs), each hit joined back to its tier-0 source document. Ask a question, get the knowledge-graph node + the document it came from.

sample-document-knowledge

Try Live Demo

Feature Extractors

AI models used for embeddings

document_graph_extractor

AI embedding model

Retriever Pipeline

Stages in the retrieval pipeline

node_search

filter

source_document

apply

About This Retriever

Public Name:sample-document-knowledge

Extractors:

1 AI model

Pipeline Stages:

2 stages

Try This Retriever

Experience the live demo and explore multimodal search capabilities