> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs-beta.getzep.com/v3/changelog/2026/7/10/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs-beta.getzep.com/_mcp/server.

## Filter, sort, and paginate when listing graph objects

You can now filter, sort, and page through objects when listing them from a
graph. The list methods for nodes, edges, observations, and thread summaries
accept optional `filters`, `order_by` (`created_at` or `uuid`), `direction`
(`asc` or `desc`), a page-size `limit`, and an opaque `cursor`. When you omit
these fields, results are unchanged. This lets you, for example, list a user's
entity nodes created in the last day, sorted oldest-first, and page through them
with a stable cursor.

Read the docs

## Filter graph search by message metadata

Per-message metadata you attach with `thread.add_messages` now reaches the
graph, so you can filter graph search by it with `episode_metadata_filters`.
Previously this metadata was stored on the message but dropped before it reached
the graph, so only metadata added through `graph.add` was filterable.

Read the docs

## Strict ontology now constrains edge types

Strict ontology mode now limits extracted relationships to the edge types you
have defined, matching how it already limits entity types. Relationships that
fall outside your defined edge types are dropped during extraction.

Read the docs

## Updated framework integration guides

The framework integration guides (LangGraph, CrewAI, Google ADK, Vercel AI SDK, and others) were rewritten to match Zep's standardized integration packages, covering user and thread provisioning, context templates, graph-search tools, and automatic memory loops.

Read the docs