Fixes import error & adds delete_session_node option to Neo4jMessageH…

…istory (neo4j#282)

* Moves LLMMessage to avoid a cicular import with LLM classes

* Updated more imports

* Updates docs

* Updated more imports

* Updated Neo4jMessageHistory to allow for optional session node deletion

* Updated LLMMessage deprecation warning

docs/source/types.rst

@@ -31,7 +31,7 @@ LLMResponse
 LLMMessage
 ===========
 
-.. autoclass:: neo4j_graphrag.llm.types.LLMMessage
+.. autoclass:: neo4j_graphrag.types.LLMMessage
 
 
 RagResultModel

examples/customize/llms/custom_llm.py

@@ -3,8 +3,8 @@
 from typing import Any, List, Optional, Union
 
 from neo4j_graphrag.llm import LLMInterface, LLMResponse
-from neo4j_graphrag.llm.types import LLMMessage
 from neo4j_graphrag.message_history import MessageHistory
+from neo4j_graphrag.types import LLMMessage
 
 
 class CustomLLM(LLMInterface):

src/neo4j_graphrag/generation/graphrag.py

@@ -27,10 +27,9 @@
 from neo4j_graphrag.generation.prompts import RagTemplate
 from neo4j_graphrag.generation.types import RagInitModel, RagResultModel, RagSearchModel
 from neo4j_graphrag.llm import LLMInterface
-from neo4j_graphrag.llm.types import LLMMessage
 from neo4j_graphrag.message_history import MessageHistory
 from neo4j_graphrag.retrievers.base import Retriever
-from neo4j_graphrag.types import RetrieverResult
+from neo4j_graphrag.types import LLMMessage, RetrieverResult
 
 logger = logging.getLogger(__name__)
 

src/neo4j_graphrag/llm/anthropic_llm.py

@@ -21,12 +21,12 @@
 from neo4j_graphrag.llm.base import LLMInterface
 from neo4j_graphrag.llm.types import (
     BaseMessage,
-    LLMMessage,
     LLMResponse,
     MessageList,
     UserMessage,
 )
 from neo4j_graphrag.message_history import MessageHistory
+from neo4j_graphrag.types import LLMMessage
 
 if TYPE_CHECKING:
     from anthropic.types.message_param import MessageParam

src/neo4j_graphrag/llm/base.py

@@ -18,11 +18,9 @@
 from typing import Any, List, Optional, Union
 
 from neo4j_graphrag.message_history import MessageHistory
+from neo4j_graphrag.types import LLMMessage
 
-from .types import (
-    LLMMessage,
-    LLMResponse,
-)
+from .types import LLMResponse
 
 
 class LLMInterface(ABC):

src/neo4j_graphrag/llm/cohere_llm.py

@@ -22,13 +22,13 @@
 from neo4j_graphrag.llm.base import LLMInterface
 from neo4j_graphrag.llm.types import (
     BaseMessage,
-    LLMMessage,
     LLMResponse,
     MessageList,
     SystemMessage,
     UserMessage,
 )
 from neo4j_graphrag.message_history import MessageHistory
+from neo4j_graphrag.types import LLMMessage
 
 if TYPE_CHECKING:
     from cohere import ChatMessages

src/neo4j_graphrag/llm/mistralai_llm.py

@@ -23,13 +23,13 @@
 from neo4j_graphrag.llm.base import LLMInterface
 from neo4j_graphrag.llm.types import (
     BaseMessage,
-    LLMMessage,
     LLMResponse,
     MessageList,
     SystemMessage,
     UserMessage,
 )
 from neo4j_graphrag.message_history import MessageHistory
+from neo4j_graphrag.types import LLMMessage
 
 try:
     from mistralai import Messages, Mistral

src/neo4j_graphrag/llm/ollama_llm.py

@@ -20,11 +20,11 @@
 
 from neo4j_graphrag.exceptions import LLMGenerationError
 from neo4j_graphrag.message_history import MessageHistory
+from neo4j_graphrag.types import LLMMessage
 
 from .base import LLMInterface
 from .types import (
     BaseMessage,
-    LLMMessage,
     LLMResponse,
     MessageList,
     SystemMessage,

src/neo4j_graphrag/llm/openai_llm.py

@@ -20,12 +20,12 @@
 from pydantic import ValidationError
 
 from neo4j_graphrag.message_history import MessageHistory
+from neo4j_graphrag.types import LLMMessage
 
 from ..exceptions import LLMGenerationError
 from .base import LLMInterface
 from .types import (
     BaseMessage,
-    LLMMessage,
     LLMResponse,
     MessageList,
     SystemMessage,

src/neo4j_graphrag/llm/types.py

@@ -1,14 +1,23 @@
-from typing import Literal, TypedDict
+import warnings
+from typing import Any, Literal
 
 from pydantic import BaseModel
 
+from neo4j_graphrag.types import LLMMessage as _LLMMessage
 
-class LLMResponse(BaseModel):
-    content: str
 
+def __getattr__(name: str) -> Any:
+    if name == "LLMMessage":
+        warnings.warn(
+            "LLMMessage has been moved to neo4j_graphrag.types. Please update your imports.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return _LLMMessage
+    raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
 
-class LLMMessage(TypedDict):
-    role: Literal["system", "user", "assistant"]
+
+class LLMResponse(BaseModel):
     content: str
 
 

src/neo4j_graphrag/llm/vertexai_llm.py

@@ -19,8 +19,9 @@
 
 from neo4j_graphrag.exceptions import LLMGenerationError
 from neo4j_graphrag.llm.base import LLMInterface
-from neo4j_graphrag.llm.types import BaseMessage, LLMMessage, LLMResponse, MessageList
+from neo4j_graphrag.llm.types import BaseMessage, LLMResponse, MessageList
 from neo4j_graphrag.message_history import MessageHistory
+from neo4j_graphrag.types import LLMMessage
 
 try:
     from vertexai.generative_models import (

src/neo4j_graphrag/message_history.py

@@ -19,17 +19,15 @@
 import neo4j
 from pydantic import PositiveInt
 
-from neo4j_graphrag.llm.types import (
-    LLMMessage,
-)
 from neo4j_graphrag.types import (
+    LLMMessage,
     Neo4jDriverModel,
     Neo4jMessageHistoryModel,
 )
 
 CREATE_SESSION_NODE_QUERY = "MERGE (s:`{node_label}` {{id:$session_id}})"
 
-CLEAR_SESSION_QUERY = (
+DELETE_SESSION_AND_MESSAGES_QUERY = (
     "MATCH (s:`{node_label}`) "
     "WHERE s.id = $session_id "
     "OPTIONAL MATCH p=(s)-[:LAST_MESSAGE]->(:Message)<-[:NEXT*0..]-(:Message) "
@@ -38,6 +36,14 @@
     "DETACH DELETE node;"
 )
 
+DELETE_MESSAGES_QUERY = (
+    "MATCH (s:`{node_label}`)-[:LAST_MESSAGE]->(last_message:Message) "
+    "WHERE s.id = $session_id "
+    "MATCH p=(last_message)<-[:NEXT*0..]-(:Message) "
+    "UNWIND nodes(p) as node "
+    "DETACH DELETE node;"
+)
+
 GET_MESSAGES_QUERY = (
     "MATCH (s:`{node_label}`)-[:LAST_MESSAGE]->(last_message) "
     "WHERE s.id = $session_id MATCH p=(last_message)<-[:NEXT*0.."
@@ -82,8 +88,8 @@ class InMemoryMessageHistory(MessageHistory):
 
     .. code-block:: python
 
-        from neo4j_graphrag.llm.types import LLMMessage
         from neo4j_graphrag.message_history import InMemoryMessageHistory
+        from neo4j_graphrag.types import LLMMessage
 
         history = InMemoryMessageHistory()
 
@@ -125,8 +131,8 @@ class Neo4jMessageHistory(MessageHistory):
     .. code-block:: python
 
         import neo4j
-        from neo4j_graphrag.llm.types import LLMMessage
         from neo4j_graphrag.message_history import Neo4jMessageHistory
+        from neo4j_graphrag.types import LLMMessage
 
         driver = neo4j.GraphDatabase.driver(URI, auth=AUTH)
 
@@ -204,9 +210,19 @@ def add_message(self, message: LLMMessage) -> None:
             },
         )
 
-    def clear(self) -> None:
-        """Clear the message history."""
-        self._driver.execute_query(
-            query_=CLEAR_SESSION_QUERY.format(node_label="Session"),
-            parameters_={"session_id": self._session_id},
-        )
+    def clear(self, delete_session_node: bool = False) -> None:
+        """Clear the message history.
+
+        Args:
+            delete_session_node (bool): Whether to delete the session node. Defaults to False.
+        """
+        if delete_session_node:
+            self._driver.execute_query(
+                query_=DELETE_SESSION_AND_MESSAGES_QUERY.format(node_label="Session"),
+                parameters_={"session_id": self._session_id},
+            )
+        else:
+            self._driver.execute_query(
+                query_=DELETE_MESSAGES_QUERY.format(node_label="Session"),
+                parameters_={"session_id": self._session_id},
+            )

src/neo4j_graphrag/types.py

@@ -15,7 +15,7 @@
 from __future__ import annotations
 
 from enum import Enum
-from typing import Any, Callable, Literal, Optional, Union
+from typing import Any, Callable, Literal, Optional, TypedDict, Union
 
 import neo4j
 from pydantic import (
@@ -263,3 +263,8 @@ def validate_session_id(cls, v: Union[str, int]) -> Union[str, int]:
         if isinstance(v, str) and len(v) == 0:
             raise ValueError("session_id cannot be empty")
         return v
+
+
+class LLMMessage(TypedDict):
+    role: Literal["system", "user", "assistant"]
+    content: str

tests/e2e/test_graphrag_e2e.py

@@ -21,10 +21,9 @@
 from neo4j_graphrag.generation.graphrag import GraphRAG
 from neo4j_graphrag.generation.types import RagResultModel
 from neo4j_graphrag.llm import LLMResponse
-from neo4j_graphrag.llm.types import LLMMessage
 from neo4j_graphrag.message_history import Neo4jMessageHistory
 from neo4j_graphrag.retrievers import VectorCypherRetriever
-from neo4j_graphrag.types import RetrieverResult, RetrieverResultItem
+from neo4j_graphrag.types import LLMMessage, RetrieverResult, RetrieverResultItem
 
 from tests.e2e.conftest import BiologyEmbedder
 from tests.e2e.utils import build_data_objects, populate_neo4j

tests/e2e/test_message_history_e2e.py

@@ -13,8 +13,8 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 import neo4j
-from neo4j_graphrag.llm.types import LLMMessage
 from neo4j_graphrag.message_history import Neo4jMessageHistory
+from neo4j_graphrag.types import LLMMessage
 
 
 def test_neo4j_message_history_add_message(driver: neo4j.Driver) -> None:
@@ -62,7 +62,7 @@ def test_neo4j_message_history_add_messages(driver: neo4j.Driver) -> None:
     )
 
 
-def test_neo4j_message_history_clear(driver: neo4j.Driver) -> None:
+def test_neo4j_message_history_clear_messages(driver: neo4j.Driver) -> None:
     driver.execute_query(query_="MATCH (n) DETACH DELETE n;")
     message_history = Neo4jMessageHistory(session_id="123", driver=driver)
     message_history.add_messages(
@@ -74,12 +74,38 @@ def test_neo4j_message_history_clear(driver: neo4j.Driver) -> None:
     assert len(message_history.messages) == 2
     message_history.clear()
     assert len(message_history.messages) == 0
+    # Test that the session node is not deleted
+    results = driver.execute_query(
+        query_="MATCH (s:`Session`) WHERE s.id = '123' RETURN s"
+    )
+    assert len(results.records) == 1
+    assert results.records[0]["s"]["id"] == "123"
+    assert list(results.records[0]["s"].labels) == ["Session"]
+
+
+def test_neo4j_message_history_clear_session_and_messages(driver: neo4j.Driver) -> None:
+    driver.execute_query(query_="MATCH (n) DETACH DELETE n;")
+    message_history = Neo4jMessageHistory(session_id="123", driver=driver)
+    message_history.add_messages(
+        [
+            LLMMessage(role="system", content="You are a helpful assistant."),
+            LLMMessage(role="user", content="Hello"),
+        ]
+    )
+    assert len(message_history.messages) == 2
+    message_history.clear(delete_session_node=True)
+    assert len(message_history.messages) == 0
+    # Test that the session node is deleted
+    results = driver.execute_query(
+        query_="MATCH (s:`Session`) WHERE s.id = '123' RETURN s"
+    )
+    assert results.records == []
 
 
 def test_neo4j_message_history_clear_no_messages(driver: neo4j.Driver) -> None:
     driver.execute_query(query_="MATCH (n) DETACH DELETE n;")
     message_history = Neo4jMessageHistory(session_id="123", driver=driver)
-    message_history.clear()
+    message_history.clear(delete_session_node=True)
     results = driver.execute_query(
         query_="MATCH (s:`Session`) WHERE s.id = '123' RETURN s"
     )

tests/unit/llm/test_vertexai_llm.py

@@ -19,8 +19,8 @@
 
 import pytest
 from neo4j_graphrag.exceptions import LLMGenerationError
-from neo4j_graphrag.llm.types import LLMMessage
 from neo4j_graphrag.llm.vertexai_llm import VertexAILLM
+from neo4j_graphrag.types import LLMMessage
 from vertexai.generative_models import Content, Part
 
 

tests/unit/test_graphrag.py

@@ -21,9 +21,8 @@
 from neo4j_graphrag.generation.prompts import RagTemplate
 from neo4j_graphrag.generation.types import RagResultModel
 from neo4j_graphrag.llm import LLMResponse
-from neo4j_graphrag.llm.types import LLMMessage
 from neo4j_graphrag.message_history import InMemoryMessageHistory
-from neo4j_graphrag.types import RetrieverResult, RetrieverResultItem
+from neo4j_graphrag.types import LLMMessage, RetrieverResult, RetrieverResultItem
 
 
 def test_graphrag_prompt_template() -> None:

tests/unit/test_message_history.py

@@ -15,8 +15,8 @@
 from unittest.mock import MagicMock
 
 import pytest
-from neo4j_graphrag.llm.types import LLMMessage
 from neo4j_graphrag.message_history import InMemoryMessageHistory, Neo4jMessageHistory
+from neo4j_graphrag.types import LLMMessage
 from pydantic import ValidationError