langmem/reference/tools/

[giscus[bot]]

langmem/reference/tools/

Build language agents as graphs

https://langchain-ai.github.io/langmem/reference/tools/

[ChintanGandhi (chintan17282)]

Example of You can use in LangGraph's prebuilt create_react_agent: needs to be updated as below

agent = create_react_agent(
    "anthropic:claude-3-5-sonnet-latest",
    tools=[
        create_manage_memory_tool(namespace=("memories", "{langgraph_user_id}")),
    ],
    prompt=prompt
    store=store,
)

[archupsg03]

can we filter it with specific field.
Say I have N number of users in a namespace, and if user X queries, memories related to X should only be fetched. I see it achieved via adding configurable. Is that the right way

[Sarthak (sarthakdevil)]

can it be used in supervisor

[Alessandro Caruso (alessandrocaruso)]

Does create_manage_memory_tool actually use embeddings? If I have the same preferences twice and for some reasons the supervisor calls update, then I will have two entries for the same preference.