Initial DocsMCP stack

backend/app/models.py

@@ -0,0 +1,47 @@
+# Data Models for document processing and API responses
+from typing import Any, Dict, List, Optional
+
+
+class DocumentChunk:
+    """Represents a chunk of text to be embedded."""
+    
+    def __init__(
+        self,
+        text: str,
+        metadata: Optional[Dict[str, Any]] = None
+    ):
+        self.text = text
+        self.metadata = metadata or {}
+    
+    @property
+    def doc_id(self) -> str:
+        """Generate a document ID from content."""
+        return f"doc-{hash(self.text)}"
+
+
+class IngestResponse:
+    """Response model for document ingestion."""
+    
+    def __init__(
+        self,
+        success: bool,
+        chunks_count: int = 0,
+        error: Optional[str] = None
+    ):
+        self.success = success
+        self.chunks_count = chunks_count
+        self.error = error
+
+
+class SearchResponse:
+    """Response model for search results."""
+    
+    def __init__(
+        self,
+        results: List[Dict[str, Any]],
+        query: str,
+        total_results: int
+    ):
+        self.results = results
+        self.query = query
+        self.total_results = total_results