The tensorflow docker container is available at https://hub.docker.com/r/tensorflow/tensorflow/ to extend this container with additional libraries such as requests
requests
you could enter the running container via:
docker exec -it CONTAINER_ID bin/bash
or if a name is set:
docker exec -it CONTAINER_NAME bin/bash