Back to search

Article

KG-Orchestra: An Open-Source Multi-Agent Framework for Evidence-Based Biomedical Knowledge Graphs Enrichment

2026-02-18

Abstract excerpt

1. Biomedical Knowledge Graphs (BKGs) offer integrative representations of complex biology, yet their utility is compromised by the limitations of current construction methods: manual curation offers high fidelity but is unscalable, whereas purely automated Large Language Model (LLM) approaches often yield broad networks lacking mechanistic granularity. We present KG-Orchestra, an open-source multi-agent framework...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
d88da1d5-4ced-5956-aa45-baecdcd7e47f
DOI
10.64898/2026.02.18.706536
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
KG-Orchestra: An Open-Source Multi-Agent Framework for Evidence-Based Biomedical Knowledge Graphs EnrichmentDOI 10.64898/2026.02.18.706536
Select a neighboring publication to make it the new centre.