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Getting Started with Lobster AI

Welcome to Lobster AI! This quick start guide will have you analyzing bioinformatics data in minutes.

Lobster AI is an open-source Python engine for agentic bioinformatics — install it, run one command, and start analyzing data in natural language.

Install

uv tool install --python 3.13 lobster-ai
lobster init

lobster init runs an interactive wizard that configures your LLM provider (Anthropic, AWS Bedrock, Gemini, OpenAI, OpenRouter, Nebius AI Studio, Azure AI, Ollama, or Omics-OS Cloud) and stores credentials securely.

First Commands

CommandWhat it does
lobster chatStart an interactive analysis session
lobster --helpList all CLI commands
/helpShow in-session commands (run inside lobster chat)
/statusCheck system health and loaded data

Example Session

You: Download and analyze GSE109564 from GEO database

Lobster: Fetching GSE109564... running QC, normalization, clustering,
         and marker gene identification. Results saved to workspace.

What's Next

  • Installation Guide — Docker, dev setup, and alternative install methods
  • Configuration — Advanced provider config, model profiles, and cloud integration
  • Tutorials — Worked examples for scRNA-seq, bulk RNA-seq, proteomics, and multi-omics
  • GitHub — Source, issues, and community

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