jeremiahbohr/literature-mapper
Transform academic PDFs into a Knowledge Graph with typed claims, temporal analysis, bibliometric tools, and grounded LLM synthesis that cites only your corpus.
Extracts typed claims (findings, methods, limitations) with confidence scores and semantic relationships (SUPPORTS, CONTRADICTS, EXTENDS) into a queryable graph; detects temporal trends, concept revivals, and citation gaps via OpenAlex integration. Provides RAG agents powered by Gemini embeddings and MMR retrieval that answer research questions and validate hypotheses strictly from your corpus, with full citation provenance and consensus grouping. Exports to GEXF for Gephi visualization across multiple modes (semantic, co-authorship, topic co-occurrence, similarity networks).
Available on PyPI.
Stars
7
Forks
2
Language
Python
License
MIT
Category
Last pushed
Feb 15, 2026
Monthly downloads
17
Commits (30d)
0
Dependencies
8
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