Initial commit

app/models.py

@@ -0,0 +1,27 @@
+from pydantic import BaseModel, Field
+from typing import Optional
+from uuid import UUID
+
+class StoreCreate(BaseModel):
+    name: str = Field(..., min_length=1, max_length=255)
+
+class StoreResponse(BaseModel):
+    store_id: UUID
+    name: str
+
+class UpsertRequest(BaseModel):
+    store_id: UUID
+    texts: list[str] = Field(..., min_length=1)
+    metadata: list[dict] = []
+
+class QueryRequest(BaseModel):
+    store_id: UUID
+    query: str = Field(..., min_length=1)
+    top_k: int = Field(default=5, ge=1, le=50)
+    filter: Optional[dict] = None
+
+class QueryResult(BaseModel):
+    id: UUID
+    content: str
+    metadata: dict
+    similarity: float