--- title: "Cloud Deployment" description: "This document outlines the cloud deployment strategy for an Embedchain application, specifically focusing on deployment to Render.com. Render.com is a unified cloud platform that allows developers ..." last_updated: "2026-05-07T04:45:15.956358+00:00" canonical_url: "https://www.doc0.dev/docs/faa36707-7c28-4f69-a18f-700ff61c704e/technical/section-7/cloud-deployment" ---
Relevant source files The following files were used as context for generating this wiki page: - [embedchain/embedchain/deployment/render.com/render.yaml](https://github.com/blade47/mem0/blob/main/embedchain/embedchain/deployment/render.com/render.yaml)
This document outlines the cloud deployment strategy for an Embedchain application, specifically focusing on deployment to Render.com. Render.com is a unified cloud platform that allows developers to host web services, databases, and other applications. The provided configuration details how to set up a Python-based web service on Render.com, including build commands, start commands, scaling parameters, and environment variable management. The deployment configuration defines a single web service, `ec-render-app`, designed to run a Python application. It specifies the runtime, repository source, commands for building and starting the application, and parameters for automatic scaling to ensure efficient resource utilization. ## Render.com Deployment Overview The deployment is configured via a `render.yaml` file, which is a declarative way to define infrastructure on Render.com. This file specifies a `web` service type, indicating that the application will be an internet-facing web server. The service is named `ec-render-app` and is set to use a Python runtime environment. The deployment process involves fetching the code from a specified GitHub repository, installing dependencies, and then starting the application using a `uvicorn` command. Scaling parameters are defined to manage the number of running instances based on resource usage, and environment variables can be securely injected into the application's runtime. Sources: [embedchain/embedchain/deployment/render.com/render.yaml:1-17](https://github.com/blade47/mem0/blob/main/embedchain/embedchain/deployment/render.com/render.yaml#L1-L17) ### Deployment Flow The following diagram illustrates the high-level steps involved in deploying the web service to Render.com based on the configuration. ## Service Configuration The core of the deployment is defined within the `services` block, which contains a list of services to be deployed. For the `ec-render-app`, a single `web` service is configured. ### Web Service Details The `web` service type is used for applications that serve HTTP traffic. Key properties for this service include: * **`name`**: A unique identifier for the service on Render.com. * **`runtime`**: Specifies the programming language environment. * **`repo`**: The URL of the Git repository containing the application code. This is a placeholder that needs to be updated with the actual repository. * **`buildCommand`**: The command executed to install dependencies or build the application before it starts. * **`startCommand`**: The command executed to launch the application. * **`envVars`**: A list of environment variables to be made available to the application. * **`autoDeploy`**: A boolean flag indicating whether changes to the repository should automatically trigger a new deployment. The `repo` field is a placeholder (`https://github.com//`) and must be updated with the actual GitHub repository URL for the deployment to function correctly. Sources: [embedchain/embedchain/deployment/render.com/render.yaml:2-17](https://github.com/blade47/mem0/blob/main/embedchain/embedchain/deployment/render.com/render.yaml#L2-L17) ### Build and Start Commands The `buildCommand` and `startCommand` are crucial for preparing and launching the application. * **`buildCommand`**: `pip install -r requirements.txt` This command installs all Python dependencies listed in the `requirements.txt` file. This ensures that the application has all necessary libraries before starting. * **`startCommand`**: `uvicorn app:app --host 0.0.0.0` This command starts the web application using `uvicorn`, an ASGI server. It specifies that the application object `app` within the `app.py` module should be served, and it binds to all available network interfaces (`0.0.0.0`). Sources: [embedchain/embedchain/deployment/render.com/render.yaml:10-11](https://github.com/blade47/mem0/blob/main/embedchain/embedchain/deployment/render.com/render.yaml#L10-L11) ## Scaling Configuration The `scaling` block defines how the web service will automatically adjust its number of instances based on demand. * **`minInstances`**: The minimum number of instances that will always be running. * **`maxInstances`**: The maximum number of instances the service can scale up to. * **`targetMemoryPercent`**: An optional target for memory utilization. If the average memory usage across instances exceeds this percentage, Render.com may scale up. * **`targetCPUPercent`**: An optional target for CPU utilization. If the average CPU usage across instances exceeds this percentage, Render.com may scale up. In this configuration, the service will maintain at least 1 instance and can scale up to a maximum of 3 instances. Scaling decisions will be influenced by both memory and CPU utilization, with a target of 60% for each. Sources: [embedchain/embedchain/deployment/render.com/render.yaml:6-9](https://github.com/blade47/mem0/blob/main/embedchain/embedchain/deployment/render.com/render.yaml#L6-L9) ### Scaling Logic ## Environment Variables Environment variables are used to inject configuration values into the application at runtime without hardcoding them in the source code. The `envVars` block lists the variables. Each variable has a `key` and a `value`. | Key | Value | Description The `autoDeploy` property is set to `false`, meaning that new deployments will not be automatically triggered by code changes in the repository. Manual intervention will be required to initiate a new deployment. Sources: [embedchain/embedchain/deployment/render.com/render.yaml:16](https://github.com/blade_47/mem0/blob/main/embedchain/embedchain/deployment/render.com/render.yaml#L16) ## Sitemap See the full [sitemap](https://www.doc0.dev/docs/faa36707-7c28-4f69-a18f-700ff61c704e/llms.txt) for all pages in this wiki.