Hi @Amardeep_N_A! Thank you for trying out our local experience for Atlas.
A few months ago, we started providing a more Docker-friendly solution for local deployments, i.e. you don’t need to run the Atlas CLI inside Docker, you can just run a docker container that includes everything you need to develop locally with the core database, Atlas Search and Atlas Vector Search. Detailed instructions are here: https://www.mongodb.com/docs/atlas/cli/current/atlas-cli-deploy-docker/.