Feature/fix app config loadout

py/core/base/providers/base.py

@@ -3,10 +3,31 @@
 
 from pydantic import BaseModel
 
-from ..abstractions import R2RSerializable
 
+class InnerConfig(BaseModel, ABC):
+    """A base provider configuration class"""
+
+    class Config:
+        populate_by_name = True
+        arbitrary_types_allowed = True
+        ignore_extra = True
 
-class AppConfig(R2RSerializable):
+    @classmethod
+    def create(cls: Type["ProviderConfig"], **kwargs: Any) -> "ProviderConfig":
+        base_args = cls.model_fields.keys()
+        filtered_kwargs = {
+            k: v if v != "None" else None
+            for k, v in kwargs.items()
+            if k in base_args
+        }
+        instance = cls(**filtered_kwargs)  # type: ignore
+        for k, v in kwargs.items():
+            if k not in base_args:
+                instance.extra_fields[k] = v
+        return instance
+
+
+class AppConfig(InnerConfig):
     project_name: Optional[str] = None
     default_max_documents_per_user: Optional[int] = 100
     default_max_chunks_per_user: Optional[int] = 10_000
@@ -51,11 +72,6 @@ class AppConfig(R2RSerializable):
         "org": 5_000_000,
     }
 
-    @classmethod
-    def create(cls, *args, **kwargs):
-        project_name = kwargs.get("project_name")
-        return AppConfig(project_name=project_name)
-
 
 class ProviderConfig(BaseModel, ABC):
     """A base provider configuration class"""

py/core/main/config.py

@@ -103,7 +103,6 @@ def __init__(self, config_data: dict[str, Any]):
                 self.database.update(self.kg)  # type: ignore
         except:
             pass
-
         self.app = AppConfig.create(**self.app)  # type: ignore
         self.auth = AuthConfig.create(**self.auth, app=self.app)  # type: ignore
         self.completion = CompletionConfig.create(**self.completion, app=self.app)  # type: ignore

py/r2r/r2r.toml

@@ -1,9 +1,9 @@
 [app]
 # app settings are global available like `r2r_config.agent.app`
 # project_name = "r2r_default" # optional, can also set with `R2R_PROJECT_NAME` env var
-default_max_documents_per_user = 100
-default_max_chunks_per_user = 10_000
-default_max_collections_per_user = 5
+default_max_documents_per_user = 10_000
+default_max_chunks_per_user = 10_000_000
+default_max_collections_per_user = 5_000
 
 [agent]
 system_instruction_name = "rag_agent"