I’ve joined GDG devfest’24 event yesterday. There were remarkable speakers. I would like to add my notes. You may find the link of the conference here

Devops MLOps LLMOps

I’ve combined the presentation notes and get a little help from chatgpt to prepare this chart. It shows the differences between Devops, MLOps and LLMOps Practices. The presentations are:

  • From Devops to MLOps fro Majd Jamaah - Beyond Limits, GDE
  • From Ideation to production: GENAI Application Development and LLMOps from Emrah Mete - Microsoft

Google Trainings: https://cloud.google.com/learn/training/machinelearning-ai

Alpha Proteo: https://deepmind.google/discover/blog/alphaproteo-generates-novel-proteins-for-biology-and-health-research/

Nobel Prize: https://deepmind.google/discover/blog/demis-hassabis-john-jumper-awarded-nobel-prize-in-chemistry/

Gemini Long Context Kaggle Competition: https://www.kaggle.com/competitions/gemini-long-context

Agents:

  • https://haystack.deepset.ai/cookbook/web_enhanced_self_reflecting_agent?utm_campaign=developer-relations&utm_source=devfest-ist-2024&utm_medium=presentation
  • https://github.com/daronyondem/codesamples/tree/main/AutoGen
  • https://lilianweng.github.io/posts/2023-06-23-agent/

Run Language Models:

  • https://ollama.com/
  • https://lmstudio.ai/
  • https://www.microsoft.com/en-us/research/blog/introducing-autogen-studio-a-low-code-interface-for-building-multi-agent-workflows/