Fix EKS deployment framework references

Author: hkyyx

site/src/content/docs/user-guide/deploy/deploy_to_amazon_eks.mdx

@@ -13,7 +13,7 @@ This guide discuss EKS integration at a high level - for a complete example proj
 
 ## Creating Your Agent in Python
 
-The core of your EKS deployment is a containerized Flask application that hosts your Strands Agents SDK agent. This Python application initializes your agent and processes incoming HTTP requests.
+The core of your EKS deployment is a containerized FastAPI application that hosts your Strands Agents SDK agent. This Python application initializes your agent and processes incoming HTTP requests.
 
 The FastAPI application follows these steps:
 
@@ -121,7 +121,7 @@ The implementation above employs a [custom tool](../concepts/tools/custom-tools.
 
 ## Containerization
 
-To deploy your agent to EKS, you need to containerize it using Podman or Docker. The Dockerfile defines how your application is packaged and run.  Below is an example Docker file that installs all needed dependencies, the application, and configures the FastAPI server to run via unicorn ([Dockerfile][dockerfile]):
+To deploy your agent to EKS, you need to containerize it using Podman or Docker. The Dockerfile defines how your application is packaged and run.  Below is an example Docker file that installs all needed dependencies, the application, and configures the FastAPI server to run via Uvicorn ([Dockerfile][dockerfile]):
 
 ```dockerfile
 FROM public.ecr.aws/docker/library/python:3.12-slim
@@ -228,4 +228,4 @@ For the complete example code, including all files and configurations, see the
 [project_code]: https://github.com/strands-agents/docs/tree/main/docs/examples/deploy_to_eks
 [app_py]: https://github.com/strands-agents/docs/tree/main/docs/examples/deploy_to_eks/docker/app/app.py
 [dockerfile]: https://github.com/strands-agents/docs/tree/main/docs/examples/deploy_to_eks/docker/Dockerfile
-[values_yaml]: https://github.com/strands-agents/docs/tree/main/docs/examples/deploy_to_eks/chart/values.yaml
+[values_yaml]: https://github.com/strands-agents/docs/tree/main/docs/examples/deploy_to_eks/chart/values.yaml