diff --git a/README.md b/README.md
index 13afb112caa..79c6aa1cc4a 100644
--- a/README.md
+++ b/README.md
@@ -133,8 +133,9 @@ pipeline("the secret to baking a really good cake is ")
 To chat with a model, the usage pattern is the same. The only difference is you need to construct a chat history (the input to `Pipeline`) between you and the system.
 
 > [!TIP]
-> You can also chat with a model directly from the command line.
+> You can also chat with a model directly from the command line. Please make sure you have the `chat` extra installed:
 > ```shell
+> pip install .[chat]  # or pip install transformers[chat]
 > transformers chat Qwen/Qwen2.5-0.5B-Instruct
 > ```
 
diff --git a/docs/source/en/conversations.md b/docs/source/en/conversations.md
index f661eb91e58..005a4386a05 100644
--- a/docs/source/en/conversations.md
+++ b/docs/source/en/conversations.md
@@ -31,6 +31,13 @@ This guide shows you how to quickly start chatting with Transformers from the co
 ### Interactive chat session
 
 After you've [installed Transformers](./installation.md), chat with a model directly from the command line as shown below. It launches an interactive session with a model, with a few base commands listed at the start of the session.
+For this to work, you need to have installed the chat extra:
+
+```bash
+pip install transformers[chat]
+```
+
+You can then launch an interactive session as follows:
 
 ```bash
 transformers chat Qwen/Qwen2.5-0.5B-Instruct
diff --git a/setup.py b/setup.py
index a3881418841..97eb0dcc88a 100644
--- a/setup.py
+++ b/setup.py
@@ -314,6 +314,7 @@ extras["hub-kernels"] = deps_list("kernels")
 extras["integrations"] = extras["hub-kernels"] + extras["optuna"] + extras["ray"] + extras["sigopt"]
 
 extras["serving"] = deps_list("pydantic", "uvicorn", "fastapi", "starlette")
+extras["chat"] = deps_list("aiohttp", "rich")
 extras["audio"] = deps_list(
     "librosa",
     "pyctcdecode",