At Cloudland 2023 we encountered a lot of interest in AI topics as well. To demonstrate how easy it is to write simple AI bots using langchain we did a fast evening session to provide a bot that helps with cloud issues.
The two major features of the bot are:
- knowledgebase for cloud native and kubernetes topics - just ask him anything about it.
- ability to directly speak to kubernetes and / or aws using kubectl / aws cli.
This bot was developed within 60 minutes, so don' expect to much. Obviously there is some danger hidden in the fact that it directly uses your shell to call kubectl, aws and helm cli. However: before any command is executed you need to confirm the command.
This is alpha quality democode. Don't expect it to actually replace your cloud consultant.
Please get yourself an OpenAi API key here. It uses GPT-3.5-turbo.
Make the API key available in your environment:
EXPORT OPENAI_API_KEY=sk-.....The bot is based on python and tested with python 3.10. I recommend to use conda or virtualenv to properly separate python environments. You'll find the information needed to install conda here
conda create -n cloudbot python=3.10.9
conda activate cloudbot
pip install -r requirements.txtStart the bot on the command line:
python bot.pys