> For clean Markdown of any page, append .md to the page URL. > For a complete documentation index, see https://docs-beta.getzep.com/v3/sdk-reference/graph/node/get-neighbors/llms.txt. > For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs-beta.getzep.com/_mcp/server. # Get Node Neighbors POST https://api.getzep.com/api/v2/graph/node/{node_uuid}/neighbors Content-Type: application/json Enumerates the distinct entity nodes directly connected to a node, together with the edges connecting each to it. Reference: https://docs-beta.getzep.com/sdk-reference/graph/node/get-neighbors ## Request ### Path parameters - `node_uuid` (string, required) — Node UUID ### Body (application/json) This endpoint expects an apidata.GraphNodeNeighborsRequest. - `cursor` (string, optional) — Opaque cursor for pagination, obtained from the Zep-Next-Cursor response header of the previous page. - `direction` (string, optional) — Orientation of the connecting edge relative to the anchor node: "out" (anchor is the edge's source), "in" (anchor is the edge's target), or "both" (either). Defaults to "both". - `direction_sort` (string, optional) — Sort direction for order_by. One of "asc" or "desc". Defaults to "desc". Named direction_sort to avoid clashing with the traversal Direction field above. - `filters` (graphiti.SearchFilters, optional) — Filters constraining the connecting edges (edge types, dates, and the node- and episode-anchored UUID fields) and the neighbor nodes (node_labels/exclude_node_labels). Reuses the graph.search filter type. - `limit` (integer, optional) — Maximum number of neighbor nodes to return. An explicit value is clamped to 50; when omitted, the default page size (100) applies. - `order_by` (string, optional) — Field to sort neighbor nodes by. One of "uuid" or "created_at". Defaults to "uuid". ## Response ### 200 Neighbors - `list of apidata.GraphNodeNeighbor` ## Errors ### 400 Bad Request Error Bad Request - `message` (string, optional) ### 404 Not Found Error Not Found - `message` (string, optional) ### 500 Internal Server Error Internal Server Error - `message` (string, optional) ## Types ### graphiti.SearchFilters - `connected_node_uuids` (list of string, optional) — List of node UUIDs to filter edges on: an edge matches if its source OR target node UUID is in this list. Applies to edges only; rejected on requests whose result type contains no edges. Max 256 entries. - `created_at` (list of list of graphiti.DateFilter, optional) — 2D array of date filters for the created\_at field. The outer array elements are combined with OR logic. The inner array elements are combined with AND logic. Example: `[[{">", date1}, {"<", date2}], [{"=", date3}]]` This translates to: `(created_at > date1 AND created_at < date2) OR (created_at = date3)` - `edge_types` (list of string, optional) — List of edge types to filter on - `edge_uuids` (list of string, optional) — List of edge UUIDs to filter on. Max 256 to align with graph-service filter limits. - `episode_metadata_filters` (graphiti.MetadataFilterGroup, optional) — [Experimental] Episode metadata filter. Restricts results to edges/nodes derived from episodes matching the metadata predicates. Uses explicit AND/OR groups. This feature is experimental and may change in future releases. - `episode_uuids` (list of string, optional) — List of episode UUIDs to filter on. An edge matches if it was derived from any listed episode; a node matches if it is mentioned by any listed episode. Valid for both edge and node result types. Max 256 entries. - `exclude_edge_types` (list of string, optional) — List of edge types to exclude from results - `exclude_node_labels` (list of string, optional) — List of node labels to exclude from results - `expired_at` (list of list of graphiti.DateFilter, optional) — 2D array of date filters for the expired\_at field. The outer array elements are combined with OR logic. The inner array elements are combined with AND logic. Example: `[[{">", date1}, {"<", date2}], [{"=", date3}]]` This translates to: `(expired_at > date1 AND expired_at < date2) OR (expired_at = date3)` - `invalid_at` (list of list of graphiti.DateFilter, optional) — 2D array of date filters for the invalid\_at field. The outer array elements are combined with OR logic. The inner array elements are combined with AND logic. Example: `[[{">", date1}, {"<", date2}], [{"=", date3}]]` This translates to: `(invalid_at > date1 AND invalid_at < date2) OR (invalid_at = date3)` - `node_labels` (list of string, optional) — List of node labels to filter on - `property_filters` (list of graphiti.PropertyFilter, optional) — List of property filters to apply to nodes and edges - `source_node_uuids` (list of string, optional) — List of node UUIDs to filter edges on: an edge matches if its source node UUID is in this list. Applies to edges only; rejected on requests whose result type contains no edges. Max 256 entries. - `target_node_uuids` (list of string, optional) — List of node UUIDs to filter edges on: an edge matches if its target node UUID is in this list. Applies to edges only; rejected on requests whose result type contains no edges. Max 256 entries. - `valid_at` (list of list of graphiti.DateFilter, optional) — 2D array of date filters for the valid\_at field. The outer array elements are combined with OR logic. The inner array elements are combined with AND logic. Example: `[[{">", date1}, {"<", date2}], [{"=", date3}]]` This translates to: `(valid_at > date1 AND valid_at < date2) OR (valid_at = date3)` ### apidata.GraphNodeNeighbor - `edges` (list of graphiti.EntityEdge, optional) - `node` (graphiti.EntityNode, optional) ### graphiti.DateFilter - `comparison_operator` (enum, required) — Comparison operator for date filter - Allowed values: `=`, `<>`, `>`, `<`, `>=`, `<=`, `IS NULL`, `is_null`, `IS NOT NULL`, `CONTAINS` - `date` (string, optional) — Date to filter on. Required for non-null operators (`=`, `<>`, `>`, `<`, `>=`, `<=`). Should be omitted for IS NULL (or is\_null) and IS NOT NULL operators. ### graphiti.MetadataFilterGroup - `type` (enum, required) — Logical operator: "and" or "or" - Allowed values: `and`, `or` - `filters` (list of graphiti.EpisodeMetadataFilter, optional) — Leaf filters (predicates on metadata key-value pairs) - `groups` (list of graphiti.MetadataFilterGroup, optional) — Nested sub-groups for composing complex boolean expressions ### graphiti.PropertyFilter - `comparison_operator` (enum, required) — Comparison operator for property filter - Allowed values: `=`, `<>`, `>`, `<`, `>=`, `<=`, `IS NULL`, `is_null`, `IS NOT NULL`, `CONTAINS` - `property_name` (string, required) — Property name to filter on - `property_value` (any, optional) — Property value to match on. Accepted types: string, int, float64, bool, or nil. Invalid types (e.g., arrays, objects) will be rejected by validation. Must be non-nil for non-null operators (`=`, `<>`, `>`, `<`, `>=`, `<=`). ### graphiti.EntityEdge - `created_at` (string, required) — Creation time of the edge - `fact` (string, required) — Fact representing the edge and nodes that it connects - `name` (string, required) — Name of the edge, relation name - `source_node_uuid` (string, required) — UUID of the source node - `target_node_uuid` (string, required) — UUID of the target node - `uuid` (string, required) — UUID of the edge - `attributes` (map from string to any, optional) — Additional attributes of the edge. Dependent on edge types - `episodes` (list of string, optional) — List of episode ids that reference these entity edges - `expired_at` (string, optional) — Datetime of when the node was invalidated - `hyperedge_uuid` (string, optional) — HyperedgeUUID groups the pairwise edges projected from the same atomic multi-entity fact. Omitted when the edge is not part of a hyperedge. - `invalid_at` (string, optional) — Datetime of when the fact stopped being true - `relevance` (double, optional) — Relevance is an experimental rank-aligned score in [0,1] derived from Score via logit transformation. Only populated when using cross_encoder reranker; omitted for other reranker types (e.g., RRF). - `scope` (string, optional) — Scope of the edge (e.g. "entity", "maybe_related") - `score` (double, optional) — Score is the reranker output: sigmoid-distributed logits [0,1] when using cross_encoder reranker, or RRF ordinal rank when using rrf reranker - `selection_rank` (integer, optional) — SelectionRank is the global cross-scope rank assigned by auto scope selection. - `source_node_labels` (list of string, optional) — SourceNodeLabels are the labels of the source node at read time. Same read-time-projection semantics as SourceNodeName. - `source_node_name` (string, optional) — SourceNodeName is the name of the source node at read time. It is a read-time projection of current node state, not a stored edge attribute: a subsequent node rename is reflected on the next read. Omitted (the edge is still returned) if the source node cannot be resolved, for example if it was deleted concurrently. - `target_node_labels` (list of string, optional) — TargetNodeLabels are the labels of the target node at read time. Same read-time-projection semantics as SourceNodeName. - `target_node_name` (string, optional) — TargetNodeName is the name of the target node at read time. Same read-time-projection semantics as SourceNodeName. - `valid_at` (string, optional) — Datetime of when the fact became true ### graphiti.EntityNode - `created_at` (string, required) — Creation time of the node - `name` (string, required) — Name of the node - `summary` (string, required) — Regional summary of surrounding edges - `uuid` (string, required) — UUID of the node - `attributes` (map from string to any, optional) — Additional attributes of the node. Dependent on node labels - `degree` (integer, optional) — The count of live entity edges that touch this node (the edge scopes the entity edge list returns). Present only when the list request orders by degree. - `episodes` (list of string, optional) — The UUIDs of the live episodes that mention this node, newest first. The list is complete when `episodes_truncated` is false. The list is empty when the node has more than 100 source episodes; list episodes with the `mentioned_node_uuids` filter to read them. - `episodes_truncated` (boolean, optional) — True when the node has more than 100 source episodes, so `episodes` is empty, or when provenance is unavailable. False means `episodes` is the complete set. - `labels` (list of string, optional) — Labels associated with the node - `relevance` (double, optional) — Relevance is an experimental rank-aligned score in [0,1] derived from Score via logit transformation. Only populated when using cross_encoder reranker; omitted for other reranker types (e.g., RRF). - `score` (double, optional) — Score is the reranker output: sigmoid-distributed logits [0,1] when using cross_encoder reranker, or RRF ordinal rank when using rrf reranker - `selection_rank` (integer, optional) — SelectionRank is the global cross-scope rank assigned by auto scope selection. ### graphiti.EpisodeMetadataFilter - `comparison_operator` (enum, required) — Comparison operator: =, \<>, >, \<, >=, \<=, IS NULL, IS NOT NULL, IN, CONTAINS - Allowed values: `=`, `<>`, `>`, `<`, `>=`, `<=`, `IS NULL`, `is_null`, `IS NOT NULL`, `CONTAINS` - `property_name` (string, required) — Metadata key to filter on - `property_value` (any, optional) — Value to compare against. Not required for IS NULL / IS NOT NULL operators. ## Examples **Request** ```json {} ``` **Response** ```json [ { "edges": [ { "created_at": "string", "fact": "string", "name": "string", "source_node_uuid": "string", "target_node_uuid": "string", "uuid": "string", "attributes": {}, "episodes": [ "string" ], "expired_at": "string", "hyperedge_uuid": "string", "invalid_at": "string", "relevance": 1.1, "scope": "string", "score": 1.1, "selection_rank": 1, "source_node_labels": [ "string" ], "source_node_name": "string", "target_node_labels": [ "string" ], "target_node_name": "string", "valid_at": "string" } ], "node": { "created_at": "string", "name": "string", "summary": "string", "uuid": "string", "attributes": {}, "degree": 12, "episodes": [ "string" ], "episodes_truncated": true, "labels": [ "string" ], "relevance": 1.1, "score": 1.1, "selection_rank": 1 } } ] ```