langgraph-store-typedb

A LangGraph BaseStore implementation backed by TypeDB 3.x.

Stores LangGraph memory items as opaque JSON blobs keyed by (namespace, key).

Install

pip install langgraph-store-typedb

Requires Python 3.11+ and a TypeDB 3.8+ server.

Quickstart

from typedb.driver import TypeDB, Credentials, DriverOptions, DriverTlsConfig
from langgraph_store_typedb import TypeDBStore

driver = TypeDB.driver(
    "localhost:1729",
    Credentials("admin", "password"),
    DriverOptions(DriverTlsConfig.disabled()),
)
store = TypeDBStore(driver, database="langgraph_memory")
store.ensure_database()
store.ensure_schema()

store.put(("users", "alice"), "pref-1", {"theme": "dark"})
item = store.get(("users", "alice"), "pref-1")
print(item.value)  # {'theme': 'dark'}

The store does not own the driver lifecycle — call driver.close() yourself when done.

Schema

Memory items are stored as a single entity type memory with attributes namespace_path (@key), ns_depth, mem_key, value_json, created_at, updated_at. See src/langgraph_store_typedb/resources/schema.tql.

namespace_path joins the namespace tuple with : and separates the key with / — e.g. ("users", "alice") + key pref-1 is stored as users:alice/pref-1. Namespace components and keys must not contain : or /.

Async

from langgraph_store_typedb import AsyncTypeDBStore, TypeDBStore

sync = TypeDBStore(driver, database="langgraph_memory")
sync.ensure_database()
sync.ensure_schema()
astore = AsyncTypeDBStore(sync)

await astore.aput(("users", "alice"), "pref-1", {"theme": "dark"})

AsyncTypeDBStore is a thin wrapper that offloads each operation to a thread via asyncio.to_thread. The underlying TypeDB Python driver is synchronous-only.

Limitations (v0.1)

License

MIT