From acfabe4da92cbc3eb75417736239d3d0a48269ae Mon Sep 17 00:00:00 2001
From: Akhil Reddy <69634931+akhilreddy097@users.noreply.github.com>
Date: Tue, 18 Nov 2025 23:08:55 -0800
Subject: [PATCH] Add HuggingFace chat model integration examples

This adds HuggingFace chat model integration examples to the chat-model-tabs.mdx snippet file.

Includes:
- Installation instructions for langchain[huggingface]
- init_chat_model example with HuggingFace provider
- Direct model class usage with HuggingFaceEndpoint and ChatHuggingFace
- Uses microsoft/Phi-3-mini-4k-instruct as the example model

Resolves issue #28226
---
 src/snippets/chat-model-tabs.mdx | 38 ++++++++++++++++++++++++++++++++
 1 file changed, 38 insertions(+)

diff --git a/src/snippets/chat-model-tabs.mdx b/src/snippets/chat-model-tabs.mdx
index 242f395913..a2fc9cae07 100644
--- a/src/snippets/chat-model-tabs.mdx
+++ b/src/snippets/chat-model-tabs.mdx
@@ -134,5 +134,43 @@
             model = ChatBedrock(model="anthropic.claude-3-5-sonnet-20240620-v1:0")
             ```
         </CodeGroup>
+
+<Tab title="HuggingFace">
+    👉 Read the [HuggingFace chat model integration docs](/oss/python/integrations/chat/huggingface/)
+
+    ```shell
+    pip install -U "langchain[huggingface]"
+    ```
+
+    <CodeGroup>
+        ```python init_chat_model
+        import os
+        from langchain.chat_models import init_chat_model
+
+        os.environ["HUGGINGFACEHUB_API_TOKEN"] = "hf_..."
+
+        model = init_chat_model(
+            "microsoft/Phi-3-mini-4k-instruct",
+            model_provider="huggingface",
+            temperature=0.7,
+            max_tokens=1024,
+        )
+        ```
+
+        ```python Model Class
+        import os
+        from langchain_huggingface import ChatHuggingFace, HuggingFaceEndpoint
+
+        os.environ["HUGGINGFACEHUB_API_TOKEN"] = "hf_..."
+
+        llm = HuggingFaceEndpoint(
+            repo_id="microsoft/Phi-3-mini-4k-instruct",
+            temperature=0.7,
+            max_length=1024,
+        )
+        model = ChatHuggingFace(llm=llm)
+        ```
+    </CodeGroup>
+</Tab>
     </Tab>
 </Tabs>