Document and thread episode lists return their episodes
graph.get_episodes_for_document and the thread episode list returned no
episodes for documents and threads that had them. Both endpoints now return the
episodes, including those ingested before this fix.
Retried batch episodes keep their document
An episode that failed during batch ingestion and was retried lost its
document_id, so it completed ingestion without document membership and did not
appear in the document’s episode list. A retried episode now keeps the
document_id and the other ingestion options from the original request.
GPT-5.6 Luna is available for bring your own model
You can now select gpt-5.6-luna for OpenAI and Azure OpenAI in LLM
Providers. Zep sends OpenAI requests for this model with reasoning disabled.
An Azure deployment name must match gpt-5.6-luna.
Connect Memory MCP during onboarding
Onboarding offers an MCP server option beside the SDK snippets in the wire-up step. It links the setup guide for each supported host and gives the endpoint for other MCP clients. Enable an MCP connection for the project first.
The dashboard returns you to the project you were viewing
Opening an account page and then returning to your projects opened the first project in your list, not the project you were working in. The dashboard now remembers the project you viewed last and returns you to it. It falls back to the first project you can access when that project is gone.
Memory security documentation
A guide on how to keep retrieved context out of privileged model instructions was added to Best Practices.
Document ID documentation
Guidance on when to give episodes a shared document_id was added to the
Documents page.
Backfill documentation
Backfill guidance for polling one episode per graph and for importing several graphs in parallel was added to the batch ingestion, ingestion pipeline, and ingestion status pages.
Memory MCP quickstart covers both setup paths
The Memory MCP quickstart now documents the Zep Memory Plug-In path and the direct MCP server path for other clients.
Rate limit documentation moved
Rate limit guidance is now a Best Practices page, and the experimental pattern detection page was removed.
Documentation accuracy corrections
Corrections to guide text and code examples were made across the v3 documentation.