RDBC-934 Sync to 7.1.3

ravendb/__init__.py

@@ -80,11 +80,8 @@
 # AI Operations
 from ravendb.documents.ai import (
     AiOperations,
-    IAiConversationOperations,
     AiConversation,
     AiConversationResult,
-    AiAgentParametersBuilder,
-    IAiAgentParametersBuilder,
 )
 from ravendb.documents.operations.ai.agents import (
     AiAgentConfiguration,
@@ -101,6 +98,7 @@
     AiAgentActionRequest,
     AiAgentActionResponse,
     AiUsage,
+    AiConversationCreationOptions,
     GetAiAgentOperation,
     GetAiAgentsResponse,
     AddOrUpdateAiAgentOperation,

ravendb/documents/ai/__init__.py

@@ -1,14 +1,12 @@
 from .ai_operations import AiOperations
-from .ai_conversation_operations import IAiConversationOperations
 from .ai_conversation import AiConversation
 from .ai_conversation_result import AiConversationResult
-from .ai_agent_parameters_builder import AiAgentParametersBuilder, IAiAgentParametersBuilder
+from .ai_answer import AiAnswer, AiConversationStatus
 
 __all__ = [
     "AiOperations",
-    "IAiConversationOperations",
     "AiConversation",
     "AiConversationResult",
-    "AiAgentParametersBuilder",
-    "IAiAgentParametersBuilder",
+    "AiAnswer",
+    "AiConversationStatus",
 ]

ravendb/documents/ai/ai_answer.py

@@ -0,0 +1,68 @@
+from __future__ import annotations
+from typing import Optional, TypeVar, Generic, TYPE_CHECKING
+from datetime import timedelta
+import enum
+
+if TYPE_CHECKING:
+    from ravendb.documents.operations.ai.agents import AiUsage
+
+TAnswer = TypeVar("TAnswer")
+
+
+class AiConversationStatus(enum.Enum):
+    """
+    Represents the status of an AI conversation.
+    """
+
+    DONE = "Done"
+    ACTION_REQUIRED = "ActionRequired"
+
+    def __str__(self):
+        return self.value
+
+
+class AiAnswer(Generic[TAnswer]):
+    """
+    Represents the answer from an AI conversation turn.
+
+    This class contains the AI's response, the conversation status,
+    token usage statistics, and timing information.
+    """
+
+    def __init__(
+        self,
+        answer: Optional[TAnswer] = None,
+        status: AiConversationStatus = AiConversationStatus.DONE,
+        usage: Optional[AiUsage] = None,
+        elapsed: Optional[timedelta] = None,
+    ):
+        """
+        Initialize an AiAnswer instance.
+
+        Args:
+            answer: The answer content produced by the AI
+            status: The status of the conversation (Done or ActionRequired)
+            usage: Token usage reported by the model
+            elapsed: The total time elapsed to produce the answer
+        """
+        self.answer = answer
+        self.status = status
+        self.usage = usage
+        self.elapsed = elapsed
+
+    def __str__(self) -> str:
+        """String representation for debugging."""
+        return (
+            f"AiAnswer(status={self.status.value}, "
+            f"has_answer={self.answer is not None}, "
+            f"elapsed={self.elapsed})"
+        )
+
+    def __repr__(self) -> str:
+        """Detailed representation for debugging."""
+        return (
+            f"AiAnswer(answer={self.answer!r}, "
+            f"status={self.status!r}, "
+            f"usage={self.usage!r}, "
+            f"elapsed={self.elapsed!r})"
+        )