---
title: Bio Protocol
emoji: 🧬
colorFrom: pink
colorTo: purple
sdk: static
pinned: true
license: mit
short_description: Your Gateway Drug to Decentralized Science.
---

# Bio Protocol

Welcome to **Bio Protocol** 🧬, your gateway drug to decentralized science. We're pioneering the intersection of AI, biotechnology, and blockchain to democratize scientific research and innovation.

## About Us

At Bio Protocol, we're a team of AI engineers and researchers dedicated to building open-source tools that accelerate decentralized science. Our work focuses on leveraging advanced AI techniques to make scientific data more accessible, verifiable, and collaborative. We blend cutting-edge machine learning with blockchain principles to create transparent, reproducible pipelines for research.

Our mission is to empower scientists, developers, and enthusiasts worldwide to contribute to a decentralized ecosystem where knowledge isn't siloed but shared freely under open licenses like MIT.

## Our Projects

We specialize in AI-driven solutions for scientific workflows. Here are some of our key initiatives:

- **RAG Pipelines**: Implementing retrieval-augmented generation (RAG) systems inspired by OpenScholar to enhance knowledge retrieval from vast scientific literature. These pipelines enable efficient querying and synthesis of research data.

- **LLM Training**: Fine-tuning and training large language models (LLMs) tailored for biotech applications, such as analyzing genetic sequences, predicting protein structures, or automating literature reviews.

- **PDF Miner ML Models**: Developing machine learning models for extracting structured data from scientific PDFs. These tools help parse complex documents, extract tables, figures, and text, making them machine-readable for downstream AI tasks.

Explore our repositories on Hugging Face for models, datasets, and code you can use or contribute to.