OpenScribe is an open-source AI scribe that records patient encounters and generates structured clinical notes automatically. You keep full control over data, workflows, and patient privacy with no…

Sling is a CLI tool that extracts data from a source storage/database and loads it in a target storage/database.

Valediction is a lightweight data validation package that supports generation, import, and constraint enforcement of user-defined data dictionaries against datasets.

Kraken is a convenience package that orchestrates data extraction by integrating SQL with Python, while managing safe storage and recall of sensitive connection credentials.

This is the code for the basic HPO agent demo demonstrated at HDUG November 2025 as a taster of future agent-based data extraction possibilities which are already well on their way.

IBD specific LLM associated models and files

SATRE-Compliant TRE implementation on Kubernetes

Fault-tolerant, auto-scaling workflows for healthcare document understanding

Extract colorectal information from colonoscopy and pathology notes

rga: ripgrep, but also search in PDFs, E-Books, Office documents, zip, tar.gz, etc.

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

[Nature Reviews Bioengineering🔥] Application of Large Language Models in Medicine. A curated list of practical guide resources of Medical LLMs (Medical LLMs Tree, Tables, and Papers)

A python module for redaction of personally identifiable information (PII) in clinical free-text. It builds on Presidio and is extremely easy to use for those getting started with PII redaction.

A curated list of awesome AI tools, frameworks, api, software and resources.

State of the Art Natural Language Processing

Usagi is an application to help create mappings between coding systems and the Vocabulary standard concepts.

Flower: A Friendly Federated AI Framework

The main vantage6 repository: code for the central server, nodes, CLI and Python Client

Recognize bio-medical entities from a text corpus

Basic Training for BI Analysts in Data Science and Data Engineering

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

the LLM vulnerability scanner

Python Training for NHS BI Analysts

Turn (almost) any Python command line program into a full GUI application with one line

MuZero

SOTA Performance with APPO and Sample Factory

An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents

Implementations of reinforcement learning algorithms

High throughput synchronous and asynchronous reinforcement learning