diff --git a/docs/Nvim_setup.sh b/docs/Nvim_setup.sh
index c143c68..8c2c4ac 100755
--- a/docs/Nvim_setup.sh
+++ b/docs/Nvim_setup.sh
@@ -66,7 +66,7 @@ fi
 
 # Install some Python packages used by Neovim plugins.
 echo "Installing Python packages"
-PY_PACKAGES="pynvim jedi pylint flake8 yapf black vim-vint"
+PY_PACKAGES="pynvim python-language-server[all] black vim-vint"
 
 if [[ "$SYSTEM_PYTHON" = true ]]; then
     echo "Using system Python to install $(PY_PACKAGES)"
diff --git a/docs/README.md b/docs/README.md
index 522aa45..a5f7242 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -18,13 +18,12 @@ Neovim relies on [pynvim](https://github.com/neovim/pynvim) to communicate with
 plugins that utilize its Python binding. Pynvim is required by plugins such as
 [Deoplete](https://github.com/Shougo/deoplete.nvim) and [Semshi](https://github.com/numirias/semshi).
 
-## Jedi
+## pyls
 
-For Python code auto-completion to work, we need to install
-[Jedi](https://github.com/davidhalter/jedi):
+Pyls is a Language Server for Python for completion, linting, go to definition, etc.
 
 ```
-pip install jedi
+pip install "python-language-server[all]"
 ```
 
 ## Git