How does Latch handle large biological datasets?

It uses LatchFile and LatchDir abstractions to handle cloud data transfers seamlessly, alongside a Registry system for structured sample and project metadata.

LatchBio is a specialized cloud platform and Python SDK designed for bioinformaticians to build, deploy, and share serverless workflows with automatic UI generation and data versioning.

Can I use this skill to run protein folding models?

Yes, this skill provides guidance on using Latch's verified workflows and GPU-accelerated tasks for models like AlphaFold and ColabFold.

Does it support existing pipeline frameworks?

Absolutely. The Latch SDK allows you to wrap and deploy existing Nextflow and Snakemake pipelines into its serverless environment.

LatchBio Bioinformatics Integration

Name: LatchBio Bioinformatics Integration
Author: Zehong-Wang

byZehong-Wang

0•

データサイエンスとML

Builds and deploys serverless bioinformatics workflows using the Latch SDK and cloud-native infrastructure.

This skill empowers developers to build, deploy, and manage scalable bioinformatics pipelines on the Latch platform. It provides specialized guidance for using the Latch Python SDK to create serverless workflows with Flyte-based decorators, manage large biological datasets via cloud abstractions like LatchFile and LatchDir, and organize metadata within the Latch Registry. Whether you are migrating Nextflow pipelines, configuring GPU resources for AlphaFold, or automating RNA-seq analysis, this skill bridges the gap between local development and production-grade scientific computing.

主な機能

01Cloud data management with LatchFile, LatchDir, and Registry tables

02Serverless workflow orchestration using @workflow and @task decorators

03Precision resource configuration for CPU, memory, and A100/V100 GPUs

04Access to production-ready verified workflows for genomics and proteomics

050 GitHub stars

06Seamless integration for Nextflow and Snakemake pipeline deployment

ユースケース

01Automating sample tracking and metadata management using the Latch Registry system

02Scaling computationally intensive tasks like protein folding to cloud-hosted GPU clusters

03Developing and registering reproducible RNA-seq and CRISPR analysis pipelines

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zehong-wang/kosmos latchbio-integration

For use in Claude.ai and ChatGPT

Download Skill