diff --git a/src/huggingface_hub/inference/_client.py b/src/huggingface_hub/inference/_client.py
index e6bed1af67..14342693c1 100644
--- a/src/huggingface_hub/inference/_client.py
+++ b/src/huggingface_hub/inference/_client.py
@@ -132,7 +132,7 @@ class InferenceClient:
             Note: for better compatibility with OpenAI's client, `model` has been aliased as `base_url`. Those 2
             arguments are mutually exclusive. If a URL is passed as `model` or `base_url` for chat completion, the `(/v1)/chat/completions` suffix path will be appended to the URL.
         provider (`str`, *optional*):
-            Name of the provider to use for inference. Can be `"black-forest-labs"`, `"cerebras"`, `"cohere"`, `"fal-ai"`, `"featherless-ai"`, `"fireworks-ai"`, `"groq"`, `"hf-inference"`, `"hyperbolic"`, `"nebius"`, `"novita"`, `"nscale"`, `"openai"`, `"replicate"`, "sambanova"` or `"together"`.
+            Name of the provider to use for inference. Can be `"bagelnet"`, `"black-forest-labs"`, `"cerebras"`, `"cohere"`, `"fal-ai"`, `"featherless-ai"`, `"fireworks-ai"`, `"groq"`, `"hf-inference"`, `"hyperbolic"`, `"nebius"`, `"novita"`, `"nscale"`, `"openai"`, `"replicate"`, "sambanova"` or `"together"`.
             Defaults to "auto" i.e. the first of the providers available for the model, sorted by the user's order in https://hf.co/settings/inference-providers.
             If model is a URL or `base_url` is passed, then `provider` is not used.
         token (`str`, *optional*):
diff --git a/src/huggingface_hub/inference/_providers/__init__.py b/src/huggingface_hub/inference/_providers/__init__.py
index 405087d485..ea5a6abfd9 100644
--- a/src/huggingface_hub/inference/_providers/__init__.py
+++ b/src/huggingface_hub/inference/_providers/__init__.py
@@ -7,6 +7,7 @@
 from huggingface_hub.utils import logging
 
 from ._common import TaskProviderHelper, _fetch_inference_provider_mapping
+from .bagelnet import BagelNetConversationalTask
 from .black_forest_labs import BlackForestLabsTextToImageTask
 from .cerebras import CerebrasConversationalTask
 from .cohere import CohereConversationalTask
@@ -44,6 +45,7 @@
 
 
 PROVIDER_T = Literal[
+    "bagelnet",
     "black-forest-labs",
     "cerebras",
     "cohere",
@@ -65,6 +67,9 @@
 PROVIDER_OR_POLICY_T = Union[PROVIDER_T, Literal["auto"]]
 
 PROVIDERS: Dict[PROVIDER_T, Dict[str, TaskProviderHelper]] = {
+    "bagelnet": {
+        "conversational": BagelNetConversationalTask(),
+    },
     "black-forest-labs": {
         "text-to-image": BlackForestLabsTextToImageTask(),
     },
diff --git a/src/huggingface_hub/inference/_providers/_common.py b/src/huggingface_hub/inference/_providers/_common.py
index 7618dcf42d..0753f0f14a 100644
--- a/src/huggingface_hub/inference/_providers/_common.py
+++ b/src/huggingface_hub/inference/_providers/_common.py
@@ -22,6 +22,7 @@
     #                                    provider_id="Qwen2.5-Coder-32B-Instruct",
     #                                    task="conversational",
     #                                    status="live")
+    "bagelnet": {},
     "cerebras": {},
     "cohere": {},
     "fal-ai": {},
diff --git a/src/huggingface_hub/inference/_providers/bagelnet.py b/src/huggingface_hub/inference/_providers/bagelnet.py
new file mode 100644
index 0000000000..4b71b991b5
--- /dev/null
+++ b/src/huggingface_hub/inference/_providers/bagelnet.py
@@ -0,0 +1,6 @@
+from ._common import BaseConversationalTask
+
+
+class BagelNetConversationalTask(BaseConversationalTask):
+    def __init__(self):
+        super().__init__(provider="bagelnet", base_url="https://api.bagel.net") 
\ No newline at end of file
diff --git a/tests/test_bagelnet_provider.py b/tests/test_bagelnet_provider.py
new file mode 100644
index 0000000000..7f3d33dd41
--- /dev/null
+++ b/tests/test_bagelnet_provider.py
@@ -0,0 +1,31 @@
+import pytest
+
+from huggingface_hub.inference._providers.bagelnet import BagelNetConversationalTask
+
+
+class TestBagelNetConversationalTask:
+    def test_init(self):
+        """Test BagelNet provider initialization."""
+        task = BagelNetConversationalTask()
+        assert task.provider == "bagelnet"
+        assert task.base_url == "https://api.bagel.net"
+        assert task.task == "conversational"
+
+    def test_inheritance(self):
+        """Test BagelNet inherits from BaseConversationalTask."""
+        from huggingface_hub.inference._providers._common import BaseConversationalTask
+        
+        task = BagelNetConversationalTask()
+        assert isinstance(task, BaseConversationalTask)
+
+    def test_no_method_overrides(self):
+        """Test that BagelNet uses default implementations (no overrides needed)."""
+        task = BagelNetConversationalTask()
+        
+        # Should use default route
+        route = task._prepare_route("test_model", "test_key")
+        assert route == "/v1/chat/completions"
+        
+        # Should use default base URL behavior  
+        direct_url = task._prepare_base_url("sk-test-key")  # Non-HF key
+        assert direct_url == "https://api.bagel.net" 
\ No newline at end of file