Скачать или смотреть AI bioinformatics workshop LLM agents and bioinformatic MCP servers

About the workshop
​We will teach you about LLM agents, how they work, and how you can make them use call tools and communicate with each other. We will use our https://github.com/longevity-genie/ju... library as an example, but the principles there are universal. We will also explain what is Model Context Protocol (MCP), why it is so much hype about it and show how you can use bioinformatic and general purpose MCP servers.

Prerequisites:

​Skills: basic or higher programming knowledge is recommended (but not mandatory)
​Setup: just a browser and a Google account.
​Optional:
​We will use free accounts and models, so a key from https://console.groq.com/playground or https://aistudio.google.com/ can save time
​In the end, we will show how to use MCP server. If you want to try it yourself, install any of the MCP clients (Cursor, Windsurf, Claude Desktop, or anything else; list is at https://github.com/punkpeye/awesome-m...)
​What you will know in the end:

​* How LLM-agents work and how to write your own tool
​* How to set up agents that query the database
​* Basic knowledge of general patterns in multi-agent systems
​What is MCP and how can you use it

Useful links and references:
https://github.com/longevity-genie and https://longevity-genie.info/ - Longevity Genie Project
http://dna.life/ - Just-DNA-Seq Project
https://github.com/longevity-genie/ju... notebooks used in the workshop
https://github.com/longevity-genie/bi... Biothings-MCP server used in the workshop

Recommended links to learn:
   • Transformers, the tech behind LLMs | Deep ...   BlueBrown video on how transformers and LLM-s work
https://www.deeplearning.ai/short-cou... DeepLearning.ai course on MCP servers