# Ebm Lens

> Agentic RAG pipeline for biomedical evidence discovery: query planning and multi-round search across twelve public databases plus citation-graph expansion, ran…

- **Website:** https://github.com/mauroforlin/ebm-lens
- **Pricing:** unknown
- **Categories:** Research, Developer Tools
- **Tags:** research, developer-tools, design
- **Platforms:** Windows, CLI
- **Last verified:** 2026-09-10
- **Canonical page:** https://linkrena.com/tools/ebm-lens

## About

recorded runs, no signup, no API key. See demo/README.md for how it's built.

Evidence discovery for biomedical questions. Give it a topic and it searches

Every evidence source is a free public API. The only account you need is for

has its own basic query planning and reranking. This repository is a full

Events instead of a single JSON response, if you want progress as it happens.

There is no database, no Redis, no job queue and no container to build. A

Goes in the User-Agent . NCBI, Crossref and OpenAlex give identified clients a more generous rate limit.

If set, clients must send a matching X-API-Key . Set it before exposing the service beyond localhost.

Only needed for a frontend on another origin. The bundled UI is same-origin.

wants MeSH-flavoured English, DailyMed wants a bare drug name, and so on.

it's going to, and checks its own work first. probe_pubmed runs a

literature behind it. If planning fails, a deterministic router picks

Comparison, Outcome form. Only the elements it actually states get filled

different sense of the same words can outrank what's actually on-topic.

paper). The loop reads its strongest results, extracts the vocabulary the

opposite blind spot. Both run, fused with citation authority, recency,

response. Citation hallucination doesn't get fixed by a better prompt, so

## Related tools

- [Collections](https://linkrena.com/tools/collections): Drag links, text and images from any page into a side panel and keep them in collections for a trip, a purchase, a project.
- [Extensible Mcp](https://linkrena.com/tools/extensible-mcp): MCP proxy with on-demand server loading, searchable tools, and pluggable filters for access control - SenteLabsAI/extensible-mcp
- [Cerebras Inference](https://linkrena.com/tools/cerebras-inference): Browse all models available on Cerebras public endpoints.
- [Gizmodo](https://linkrena.com/tools/gizmodo): Two recent studies have suggested that GLP-1 drugs can reduce the occurrence or severity of certain infections.
- [FrameThrower](https://linkrena.com/tools/framethrower): Search the world’s largest film-still library for movie screenshots and cinematography references, learn from lighting and composition, and build lookbooks for 
- [Deltafin](https://linkrena.com/tools/deltafin): ARGODRIVE Deltafin: Kimi K3 (2.8T MoE) streamed from SSDs on Apple Silicon — fork of gavamedia/deltafin with the ARGODRIVE storage work and benchmark package -…