structure saas with tools

.venv/lib/python3.10/site-packages/litellm/llms/xai/common_utils.py

@@ -0,0 +1,71 @@
+from typing import List, Optional
+
+import httpx
+
+import litellm
+from litellm.llms.base_llm.base_utils import BaseLLMModelInfo
+from litellm.secret_managers.main import get_secret_str
+from litellm.types.llms.openai import AllMessageValues
+
+
+class XAIModelInfo(BaseLLMModelInfo):
+    def validate_environment(
+        self,
+        headers: dict,
+        model: str,
+        messages: List[AllMessageValues],
+        optional_params: dict,
+        litellm_params: dict,
+        api_key: Optional[str] = None,
+        api_base: Optional[str] = None,
+    ) -> dict:
+        if api_key is not None:
+            headers["Authorization"] = f"Bearer {api_key}"
+
+        # Ensure Content-Type is set to application/json
+        if "content-type" not in headers and "Content-Type" not in headers:
+            headers["Content-Type"] = "application/json"
+
+        return headers
+
+    @staticmethod
+    def get_api_base(api_base: Optional[str] = None) -> Optional[str]:
+        return api_base or get_secret_str("XAI_API_BASE") or "https://api.x.ai"
+
+    @staticmethod
+    def get_api_key(api_key: Optional[str] = None) -> Optional[str]:
+        return api_key or get_secret_str("XAI_API_KEY")
+
+    @staticmethod
+    def get_base_model(model: str) -> Optional[str]:
+        return model.replace("xai/", "")
+
+    def get_models(
+        self, api_key: Optional[str] = None, api_base: Optional[str] = None
+    ) -> List[str]:
+        api_base = self.get_api_base(api_base)
+        api_key = self.get_api_key(api_key)
+        if api_base is None or api_key is None:
+            raise ValueError(
+                "XAI_API_BASE or XAI_API_KEY is not set. Please set the environment variable, to query XAI's `/models` endpoint."
+            )
+        response = litellm.module_level_client.get(
+            url=f"{api_base}/v1/models",
+            headers={"Authorization": f"Bearer {api_key}"},
+        )
+
+        try:
+            response.raise_for_status()
+        except httpx.HTTPStatusError:
+            raise Exception(
+                f"Failed to fetch models from XAI. Status code: {response.status_code}, Response: {response.text}"
+            )
+
+        models = response.json()["data"]
+
+        litellm_model_names = []
+        for model in models:
+            stripped_model_name = model["id"]
+            litellm_model_name = "xai/" + stripped_model_name
+            litellm_model_names.append(litellm_model_name)
+        return litellm_model_names