GraphRAG Benchmark

Upload

Upload a research file to ingest into ChromaDB and the local NetworkX graph.

Scientific Paper PDF

Choose a single scientific or research paper PDF for ingestion.

Upload constraint: please upload only scientific or research paper PDFs. The benchmark is tuned for long-form academic text with abstracts, methods, concepts, and cross-document relationships.
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Ingestion Pipeline

Transparency into what happens after upload.

  1. Paper receivedpending
  2. Text extractedpending
  3. Chunkedpending
  4. Stored in ChromaDBpending
  5. Graph updated (NetworkX)pending

Ingestion Result

Raw backend response for debugging.

Upload a research paper PDF to see ingestion stats.