feat: support Azure OpenAI via azure/ prefix

Author: Amitesh-AJ10

agent/core/llm_params.py

@@ -106,8 +106,8 @@ def _resolve_llm_params(
       will reject this; the probe's cascade catches that and falls back
       to no thinking.
 
-    • ``openai/<model>`` — ``reasoning_effort`` forwarded as a top-level
-      kwarg (GPT-5 / o-series). LiteLLM uses the user's ``OPENAI_API_KEY``.
+    • ``openai/<model>`` or ``azure/<model>`` — ``reasoning_effort`` forwarded
+      as a top-level kwarg. LiteLLM uses the user's API key or Azure credentials.
 
     • Anything else is treated as a HuggingFace router id. We hit the
       auto-routing OpenAI-compatible endpoint at
@@ -162,13 +162,14 @@ def _resolve_llm_params(
         # the same way, so we leave it off for now.
         return {"model": model_name}
 
-    if model_name.startswith("openai/"):
+    if model_name.startswith(("openai/", "azure/")):
         params = {"model": model_name}
         if reasoning_effort:
             if reasoning_effort not in _OPENAI_EFFORTS:
                 if strict:
+                    provider = "Azure" if model_name.startswith("azure/") else "OpenAI"
                     raise UnsupportedEffortError(
-                        f"OpenAI doesn't accept effort={reasoning_effort!r}"
+                        f"{provider} doesn't accept effort={reasoning_effort!r}"
                     )
             else:
                 params["reasoning_effort"] = reasoning_effort

agent/core/model_switcher.py

@@ -44,6 +44,7 @@ def is_valid_model_id(model_id: str) -> bool:
     Accepts:
       • anthropic/<model>
       • openai/<model>
+      • azure/<model>
       • <org>/<model>[:<tag>]            (HF router; tag = provider or policy)
       • huggingface/<org>/<model>[:<tag>] (same, accepts legacy prefix)
 
@@ -63,10 +64,10 @@ def _print_hf_routing_info(model_id: str, console) -> bool:
     proceed with the switch, ``False`` to indicate a hard problem the user
     should notice before we fire the effort probe.
 
-    Anthropic / OpenAI ids return ``True`` without printing anything —
+    Anthropic / OpenAI / Azure ids return ``True`` without printing anything —
     the probe below covers "does this model exist".
     """
-    if model_id.startswith(("anthropic/", "openai/")):
+    if model_id.startswith(("anthropic/", "openai/", "azure/")):
         return True
 
     from agent.core import hf_router_catalog as cat
@@ -139,7 +140,7 @@ def print_model_listing(config, console) -> None:
     console.print(
         "\n[dim]Paste any HF model id (e.g. 'MiniMaxAI/MiniMax-M2.7').\n"
         "Add ':fastest', ':cheapest', ':preferred', or ':<provider>' to override routing.\n"
-        "Use 'anthropic/<model>' or 'openai/<model>' for direct API access.[/dim]"
+        "Use 'anthropic/<model>', 'openai/<model>', or 'azure/<model>' for direct API access.[/dim]"
     )
 
 
@@ -149,7 +150,8 @@ def print_invalid_id(arg: str, console) -> None:
         "[dim]Expected:\n"
         "  • <org>/<model>[:tag]    (HF router — paste from huggingface.co)\n"
         "  • anthropic/<model>\n"
-        "  • openai/<model>[/dim]"
+        "  • openai/<model>\n"
+        "  • azure/<model>[/dim]"
     )