first commit

embeddings/configs.py

@@ -0,0 +1,31 @@
+from typing import Optional
+
+from pydantic import BaseModel, Field, field_validator
+
+
+class EmbedderConfig(BaseModel):
+    provider: str = Field(
+        description="Provider of the embedding model (e.g., 'ollama', 'openai')",
+        default="openai",
+    )
+    config: Optional[dict] = Field(description="Configuration for the specific embedding model", default={})
+
+    @field_validator("config")
+    def validate_config(cls, v, values):
+        provider = values.data.get("provider")
+        if provider in [
+            "openai",
+            "ollama",
+            "huggingface",
+            "azure_openai",
+            "gemini",
+            "vertexai",
+            "together",
+            "lmstudio",
+            "langchain",
+            "aws_bedrock",
+            "fastembed",
+        ]:
+            return v
+        else:
+            raise ValueError(f"Unsupported embedding provider: {provider}")