two version of R2R are here HEAD master

1 files changed, 75 insertions, 0 deletions

diff --git a/.venv/lib/python3.12/site-packages/litellm/llms/azure/chat/o_series_transformation.py b/.venv/lib/python3.12/site-packages/litellm/llms/azure/chat/o_series_transformation.py
new file mode 100644
index 00000000..0ca3a28d
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/litellm/llms/azure/chat/o_series_transformation.py
@@ -0,0 +1,75 @@
+"""
+Support for o1 and o3 model families
+
+https://platform.openai.com/docs/guides/reasoning
+
+Translations handled by LiteLLM:
+- modalities: image => drop param (if user opts in to dropping param)  
+- role: system ==> translate to role 'user' 
+- streaming => faked by LiteLLM 
+- Tools, response_format =>  drop param (if user opts in to dropping param) 
+- Logprobs => drop param (if user opts in to dropping param)
+- Temperature => drop param (if user opts in to dropping param)
+"""
+
+from typing import List, Optional
+
+from litellm import verbose_logger
+from litellm.types.llms.openai import AllMessageValues
+from litellm.utils import get_model_info
+
+from ...openai.chat.o_series_transformation import OpenAIOSeriesConfig
+
+
+class AzureOpenAIO1Config(OpenAIOSeriesConfig):
+    def should_fake_stream(
+        self,
+        model: Optional[str],
+        stream: Optional[bool],
+        custom_llm_provider: Optional[str] = None,
+    ) -> bool:
+        """
+        Currently no Azure O Series models support native streaming.
+        """
+
+        if stream is not True:
+            return False
+
+        if (
+            model and "o3" in model
+        ):  # o3 models support streaming - https://github.com/BerriAI/litellm/issues/8274
+            return False
+
+        if model is not None:
+            try:
+                model_info = get_model_info(
+                    model=model, custom_llm_provider=custom_llm_provider
+                )  # allow user to override default with model_info={"supports_native_streaming": true}
+
+                if (
+                    model_info.get("supports_native_streaming") is True
+                ):  # allow user to override default with model_info={"supports_native_streaming": true}
+                    return False
+            except Exception as e:
+                verbose_logger.debug(
+                    f"Error getting model info in AzureOpenAIO1Config: {e}"
+                )
+        return True
+
+    def is_o_series_model(self, model: str) -> bool:
+        return "o1" in model or "o3" in model or "o_series/" in model
+
+    def transform_request(
+        self,
+        model: str,
+        messages: List[AllMessageValues],
+        optional_params: dict,
+        litellm_params: dict,
+        headers: dict,
+    ) -> dict:
+        model = model.replace(
+            "o_series/", ""
+        )  # handle o_series/my-random-deployment-name
+        return super().transform_request(
+            model, messages, optional_params, litellm_params, headers
+        )