diff --git a/graphiti_core/driver/graph_operations/graph_operations.py b/graphiti_core/driver/graph_operations/graph_operations.py index e4887923..b6bfdc11 100644 --- a/graphiti_core/driver/graph_operations/graph_operations.py +++ b/graphiti_core/driver/graph_operations/graph_operations.py @@ -77,9 +77,7 @@ class GraphOperationsInterface(BaseModel): async def node_load_embeddings_bulk( self, - _cls: Any, driver: Any, - transaction: Any, nodes: list[Any], batch_size: int = 100, ) -> None: @@ -183,9 +181,7 @@ class GraphOperationsInterface(BaseModel): async def edge_load_embeddings_bulk( self, - _cls: Any, driver: Any, - transaction: Any, edges: list[Any], batch_size: int = 100, ) -> None: diff --git a/graphiti_core/search/search_utils.py b/graphiti_core/search/search_utils.py index 104aede6..687523ba 100644 --- a/graphiti_core/search/search_utils.py +++ b/graphiti_core/search/search_utils.py @@ -217,11 +217,11 @@ async def edge_fulltext_search( # Match the edge ids and return the values query = ( """ - UNWIND $ids as id - MATCH (n:Entity)-[e:RELATES_TO]->(m:Entity) - WHERE e.group_id IN $group_ids - AND id(e)=id - """ + UNWIND $ids as id + MATCH (n:Entity)-[e:RELATES_TO]->(m:Entity) + WHERE e.group_id IN $group_ids + AND id(e)=id + """ + filter_query + """ AND id(e)=id @@ -339,8 +339,8 @@ async def edge_similarity_search( if driver.provider == GraphProvider.NEPTUNE: query = ( """ - MATCH (n:Entity)-[e:RELATES_TO]->(m:Entity) - """ + MATCH (n:Entity)-[e:RELATES_TO]->(m:Entity) + """ + filter_query + """ RETURN DISTINCT id(e) as id, e.fact_embedding as embedding @@ -596,11 +596,11 @@ async def node_fulltext_search( # Match the edge ides and return the values query = ( """ - UNWIND $ids as i - MATCH (n:Entity) - WHERE n.uuid=i.id - RETURN - """ + UNWIND $ids as i + MATCH (n:Entity) + WHERE n.uuid=i.id + RETURN + """ + get_entity_node_return_query(driver.provider) + """ ORDER BY i.score DESC @@ -678,8 +678,8 @@ async def node_similarity_search( if driver.provider == GraphProvider.NEPTUNE: query = ( """ - MATCH (n:Entity) - """ + MATCH (n:Entity) + """ + filter_query + """ RETURN DISTINCT id(n) as id, n.name_embedding as embedding @@ -708,11 +708,11 @@ async def node_similarity_search( # Match the edge ides and return the values query = ( """ - UNWIND $ids as i - MATCH (n:Entity) - WHERE id(n)=i.id - RETURN - """ + UNWIND $ids as i + MATCH (n:Entity) + WHERE id(n)=i.id + RETURN + """ + get_entity_node_return_query(driver.provider) + """ ORDER BY i.score DESC @@ -733,8 +733,8 @@ async def node_similarity_search( else: query = ( """ - MATCH (n:Entity) - """ + MATCH (n:Entity) + """ + filter_query + """ WITH n, """ @@ -1037,8 +1037,8 @@ async def community_similarity_search( if driver.provider == GraphProvider.NEPTUNE: query = ( """ - MATCH (n:Community) - """ + MATCH (n:Community) + """ + group_filter_query + """ RETURN DISTINCT id(n) as id, n.name_embedding as embedding @@ -1097,8 +1097,8 @@ async def community_similarity_search( query = ( """ - MATCH (c:Community) - """ + MATCH (c:Community) + """ + group_filter_query + """ WITH c, @@ -1240,9 +1240,9 @@ async def get_relevant_nodes( # FIXME: Kuzu currently does not support using variables such as `node.fulltext_query` as an input to FTS, which means `get_relevant_nodes()` won't work with Kuzu as the graph driver. query = ( """ - UNWIND $nodes AS node - MATCH (n:Entity {group_id: $group_id}) - """ + UNWIND $nodes AS node + MATCH (n:Entity {group_id: $group_id}) + """ + filter_query + """ WITH node, n, """ @@ -1287,9 +1287,9 @@ async def get_relevant_nodes( else: query = ( """ - UNWIND $nodes AS node - MATCH (n:Entity {group_id: $group_id}) - """ + UNWIND $nodes AS node + MATCH (n:Entity {group_id: $group_id}) + """ + filter_query + """ WITH node, n, """ @@ -1378,9 +1378,9 @@ async def get_relevant_edges( if driver.provider == GraphProvider.NEPTUNE: query = ( """ - UNWIND $edges AS edge - MATCH (n:Entity {uuid: edge.source_node_uuid})-[e:RELATES_TO {group_id: edge.group_id}]-(m:Entity {uuid: edge.target_node_uuid}) - """ + UNWIND $edges AS edge + MATCH (n:Entity {uuid: edge.source_node_uuid})-[e:RELATES_TO {group_id: edge.group_id}]-(m:Entity {uuid: edge.target_node_uuid}) + """ + filter_query + """ WITH e, edge @@ -1450,9 +1450,9 @@ async def get_relevant_edges( query = ( """ - UNWIND $edges AS edge - MATCH (n:Entity {uuid: edge.source_node_uuid})-[:RELATES_TO]-(e:RelatesToNode_ {group_id: edge.group_id})-[:RELATES_TO]-(m:Entity {uuid: edge.target_node_uuid}) - """ + UNWIND $edges AS edge + MATCH (n:Entity {uuid: edge.source_node_uuid})-[:RELATES_TO]-(e:RelatesToNode_ {group_id: edge.group_id})-[:RELATES_TO]-(m:Entity {uuid: edge.target_node_uuid}) + """ + filter_query + """ WITH e, edge, n, m, """ @@ -1488,9 +1488,9 @@ async def get_relevant_edges( else: query = ( """ - UNWIND $edges AS edge - MATCH (n:Entity {uuid: edge.source_node_uuid})-[e:RELATES_TO {group_id: edge.group_id}]-(m:Entity {uuid: edge.target_node_uuid}) - """ + UNWIND $edges AS edge + MATCH (n:Entity {uuid: edge.source_node_uuid})-[e:RELATES_TO {group_id: edge.group_id}]-(m:Entity {uuid: edge.target_node_uuid}) + """ + filter_query + """ WITH e, edge, """ @@ -1563,10 +1563,10 @@ async def get_edge_invalidation_candidates( if driver.provider == GraphProvider.NEPTUNE: query = ( """ - UNWIND $edges AS edge - MATCH (n:Entity)-[e:RELATES_TO {group_id: edge.group_id}]->(m:Entity) - WHERE n.uuid IN [edge.source_node_uuid, edge.target_node_uuid] OR m.uuid IN [edge.target_node_uuid, edge.source_node_uuid] - """ + UNWIND $edges AS edge + MATCH (n:Entity)-[e:RELATES_TO {group_id: edge.group_id}]->(m:Entity) + WHERE n.uuid IN [edge.source_node_uuid, edge.target_node_uuid] OR m.uuid IN [edge.target_node_uuid, edge.source_node_uuid] + """ + filter_query + """ WITH e, edge @@ -1636,10 +1636,10 @@ async def get_edge_invalidation_candidates( query = ( """ - UNWIND $edges AS edge - MATCH (n:Entity)-[:RELATES_TO]->(e:RelatesToNode_ {group_id: edge.group_id})-[:RELATES_TO]->(m:Entity) - WHERE (n.uuid IN [edge.source_node_uuid, edge.target_node_uuid] OR m.uuid IN [edge.target_node_uuid, edge.source_node_uuid]) - """ + UNWIND $edges AS edge + MATCH (n:Entity)-[:RELATES_TO]->(e:RelatesToNode_ {group_id: edge.group_id})-[:RELATES_TO]->(m:Entity) + WHERE (n.uuid IN [edge.source_node_uuid, edge.target_node_uuid] OR m.uuid IN [edge.target_node_uuid, edge.source_node_uuid]) + """ + filter_query + """ WITH edge, e, n, m, """ @@ -1675,10 +1675,10 @@ async def get_edge_invalidation_candidates( else: query = ( """ - UNWIND $edges AS edge - MATCH (n:Entity)-[e:RELATES_TO {group_id: edge.group_id}]->(m:Entity) - WHERE n.uuid IN [edge.source_node_uuid, edge.target_node_uuid] OR m.uuid IN [edge.target_node_uuid, edge.source_node_uuid] - """ + UNWIND $edges AS edge + MATCH (n:Entity)-[e:RELATES_TO {group_id: edge.group_id}]->(m:Entity) + WHERE n.uuid IN [edge.source_node_uuid, edge.target_node_uuid] OR m.uuid IN [edge.target_node_uuid, edge.source_node_uuid] + """ + filter_query + """ WITH edge, e, """ @@ -1879,7 +1879,9 @@ def maximal_marginal_relevance( async def get_embeddings_for_nodes( driver: GraphDriver, nodes: list[EntityNode] ) -> dict[str, list[float]]: - if driver.provider == GraphProvider.NEPTUNE: + if driver.graph_operations_interface: + await driver.graph_operations_interface.node_load_embeddings_bulk(driver, nodes) + elif driver.provider == GraphProvider.NEPTUNE: query = """ MATCH (n:Entity) WHERE n.uuid IN $node_uuids @@ -1949,7 +1951,9 @@ async def get_embeddings_for_communities( async def get_embeddings_for_edges( driver: GraphDriver, edges: list[EntityEdge] ) -> dict[str, list[float]]: - if driver.provider == GraphProvider.NEPTUNE: + if driver.graph_operations_interface: + await driver.graph_operations_interface.edge_load_embeddings_bulk(driver, edges) + elif driver.provider == GraphProvider.NEPTUNE: query = """ MATCH (n:Entity)-[e:RELATES_TO]-(m:Entity) WHERE e.uuid IN $edge_uuids diff --git a/pyproject.toml b/pyproject.toml index 59e88e21..5281f22b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,7 +1,7 @@ [project] name = "graphiti-core" description = "A temporal graph building library" -version = "0.22.1pre1" +version = "0.22.1pre2" authors = [ { name = "Paul Paliychuk", email = "paul@getzep.com" }, { name = "Preston Rasmussen", email = "preston@getzep.com" },