---
license: mit
tags:
- models
- retrieval
- reranking
- llm
- healthcare
- open-science
---

# Confluence Open Model Registry

This repository does not ship model weights. It is a transparent registry of external open models that are candidates for Confluence research workflows.

The current focus is narrow on purpose:

- retrieval
- reranking
- structured research assistance

These models are not designated here for autonomous clinical use.

## Workflow Roles

- embeddings for dataset, paper, and protocol retrieval
- reranking for higher-precision search
- instruction-tuned reasoning models for non-clinical extraction and summarization

## Selection Rule

Models enter the Confluence workflow only after benchmark comparison against explicit tasks and governance constraints.

## Files

- `registry.json`: candidate model list
- `benchmark_policy.md`: how Confluence should evaluate and select open models