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Local Deep Research achieves ~95% on SimpleQA benchmark (tested with GPT-4.1-mini) and includes benchmark tools to test on your own setup. Searches 10+ sources - arXiv, PubMed, GitHub, web, and your private documents. Everything Local.
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
Tools to scrape publications & their metadata from pubmed, arxiv, medrxiv, biorxiv and chemrxiv.
I, Librarian - open-source version of a PDF managing SaaS.
Findpapers: A tool for helping researchers who are looking for related works
BioMCP: Biomedical Model Context Protocol
An agentic AI application that allows you to chat with your papers and gather also information from papers on ArXiv and on PubMed
A high performance bibliographic information service: https://biblio-glutton.readthedocs.io
SciFive: a text-text transformer model for biomedical literature
Retrieve PubMed articles, text-mining annotations, or molecular data from >35 Entrez databases via easy to use Python package - built on top of Entrez E-utilities API.
VerifAI initiative to build open-source easy-to-deploy generative question-answering engine that can reference and verify answers for correctness (using posteriori model)
Runs a pubmed query, returns results and allows user to explore high-level structure of returned documents
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance.
ReCiter: an enterprise open source author disambiguation system for academic institutions
A Python package to download full article PDFs from OA publications
Scientific literature explorer. Runs a Pubmed or Semantic Scholar search and allows user to explore high-level structure of result papers