HippoRAG → Claude → Knowledge Graph

KG EnrichmentGrow the causal KG from the document corpus

Pipeline

  1. 1. HippoRAG retrieves top-K chunks for your query
  2. 2. Claude extracts (subject, relation, object) triples
  3. 3. Triples merged into the live enriched KG
  4. 4. Saved to data/canonical/enriched_kg.json (persisted on Fly volume)

More chunks = more candidate triples but slower (~5s per chunk).

Suggested Queries

Batch Mode

Run a canonical enrichment query for each of the 20 critical minerals (graphite, rare earths, lithium, cobalt, nickel, copper, gallium, germanium, antimony, beryllium, indium, niobium, platinum, tantalum, tellurium, titanium, tungsten, vanadium, yttrium, cesium). Takes ~3–5 min depending on retrieval depth.

No enrichments yet

Pick a suggested query or write your own, then click Enrich KG.