Merge pull request #1091 from julep-ai/d/fix

docs: minor fix

Author: Vedantsahai18

documentation/docs/advanced/localsetup.mdx

@@ -5,9 +5,11 @@ icon: 'code'
 ---
 ## Overview
 
-This guide will help you set up Julep locally. Before we setup any of the components, we would you to install Docker.
+Juelp is designed to be run locally with the help of Docker. This guide will help you set up Julep locally.
 
-You can find the installation instructions [here](https://docs.docker.com/get-docker/).
+## Prerequisites
+
+- [Docker](https://docs.docker.com/get-docker/)
 
 ## Setup Instructions
 
@@ -39,7 +41,6 @@ docker volume create memory_store_data
 docker volume create temporal-db-data
 docker volume create prometheus_data
 docker volume create seadweedfs_data
-docker volume create memories
 ```
 <Info>
 The volumes are used to store the data for the Grafana, Memory Store (Timescale DB), Temporal DB, Prometheus, and SeadweedFS, and Memories respectively.
@@ -52,7 +53,7 @@ You can run the project in two different modes: **Single Tenant** or **Multi-Ten
 Run the project in single-tenant mode:
 
 ```bash
-docker compose --env-file .env --profile temporal-ui --profile single-tenant --profile embedding-cpu --profile self-hosted-db up --force-recreate --build --watch
+docker compose --env-file .env --profile temporal-ui --profile single-tenant --profile self-hosted-db --profile blob-store --profile temporal-ui-public up --build --force-recreate --watch
 ```
 
 > **Note:** In single-tenant mode, you can interact with the SDK directly without the need for the API KEY.
@@ -61,7 +62,7 @@ docker compose --env-file .env --profile temporal-ui --profile single-tenant --p
 Run the project in multi-tenant mode:
 
 ```bash
-docker compose --env-file .env --profile temporal-ui --profile multi-tenant --profile embedding-cpu --profile self-hosted-db up --force-recreate --build --watch
+docker compose --env-file .env --profile temporal-ui --profile multi-tenant --profile self-hosted-db --profile blob-store --profile temporal-ui-public up --build --force-recreate --watch
 ```
 
 > **Note:** In multi-tenant mode, you need to generate a JWT token locally that act as an API KEY to interact with the SDK.