Update Docker.md (#1554)

Location of dockerfiles was changed from samples to but not updated in these website docs for docker

- I changed the link so it points to the actual location of the docker files

Author: abhaymathur21

website/docs/installation/Docker.md

@@ -1,8 +1,8 @@
 # Docker
 
-Docker, an indispensable tool in modern software development, offers a compelling solution for AutoGen's setup. Docker allows you to create consistent environments that are portable and isolated from the host OS. With Docker, everything AutoGen needs to run, from the operating system to specific libraries, is encapsulated in a container, ensuring uniform functionality across different systems. The Dockerfiles necessary for AutoGen are conveniently located in the project's GitHub repository at [https://github.com/microsoft/autogen/tree/main/samples/dockers](https://github.com/microsoft/autogen/tree/main/samples/dockers).
+Docker, an indispensable tool in modern software development, offers a compelling solution for AutoGen's setup. Docker allows you to create consistent environments that are portable and isolated from the host OS. With Docker, everything AutoGen needs to run, from the operating system to specific libraries, is encapsulated in a container, ensuring uniform functionality across different systems. The Dockerfiles necessary for AutoGen are conveniently located in the project's GitHub repository at [https://github.com/microsoft/autogen/tree/main/.devcontainer](https://github.com/microsoft/autogen/tree/main/.devcontainer).
 
-**Pre-configured DockerFiles**: The AutoGen Project offers pre-configured Dockerfiles for your use. These Dockerfiles will run as is, however they can be modified to suit your development needs. Please see the README.md file in autogen/samples/dockers
+**Pre-configured DockerFiles**: The AutoGen Project offers pre-configured Dockerfiles for your use. These Dockerfiles will run as is, however they can be modified to suit your development needs. Please see the README.md file in autogen/.devcontainer
 
 - **autogen_base_img**: For a basic setup, you can use the `autogen_base_img` to run simple scripts or applications. This is ideal for general users or those new to AutoGen.
 - **autogen_full_img**: Advanced users or those requiring more features can use `autogen_full_img`. Be aware that this version loads ALL THE THINGS and thus is very large. Take this into consideration if you build your application off of it.