The Data Developers — Life Sciences Intelligence
Literature context

Full-text evidence and RAG-ready context

Evidence teams use this context to connect publications, grants, authors, MeSH topics, and full-text source lineage.

Open access full-text biomedical literature with methods, materials, figures, supplementary data, and complete reference networks. RAG and LLM-ready.

3.8M full-text papers Monthly Updated 2026-09-01

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Overview

Evidence teams use this context to connect publications, grants, authors, MeSH topics, and full-text source lineage.

Open access full-text biomedical literature with methods, materials, figures, supplementary data, and complete reference networks. RAG and LLM-ready.

Search publication, author, MeSH, grant, chemical mention, and citation metadata in cloud-native tables.

Connect papers to NIH funding, trials, targets, diseases, and drug concepts for evidence mapping.

Support RAG and LLM workflows with lineage-preserved full-text and abstract metadata.

Track publication velocity around assets, targets, mechanisms, and safety topics.

Source authority

National Library of Medicine — PubMed Central

Freshness

Last refreshed 2026-09-01

Monthly

Coverage

3.8M full-text papers

2 delivery tables