langgraph-checkpoint-mssql 0.1.0

Library with a MSSQL implementation of LangGraph checkpoint saver.

LangGraph Checkpoint MSSQL

Implementation of LangGraph CheckpointSaver that uses Microsoft SQL Server.

Installation

pip install langgraph-checkpoint-mssql

Dependencies

Requires the Microsoft ODBC Driver for SQL Server. Install it from:

• Linux: https://learn.microsoft.com/en-us/sql/connect/odbc/linux-mac/installing-the-microsoft-odbc-driver-for-sql-server
• macOS: https://learn.microsoft.com/en-us/sql/connect/odbc/linux-mac/install-microsoft-odbc-driver-sql-server-macos
• Windows: https://learn.microsoft.com/en-us/sql/connect/odbc/download-odbc-driver-for-sql-server

Usage

[!IMPORTANT] When using the MSSQL checkpointer for the first time, make sure to call .setup() method to create the required tables.

from langgraph.checkpoint.mssql import MSSQLSaver

write_config = {"configurable": {"thread_id": "1", "checkpoint_ns": ""}}
read_config = {"configurable": {"thread_id": "1"}}

DB_URI = "mssql+pyodbc://sa:password@localhost:1433/master?driver=ODBC+Driver+18+for+SQL+Server"

with MSSQLSaver.from_conn_string(DB_URI) as checkpointer:
    # call .setup() the first time you're using the checkpointer
    checkpointer.setup()

    # store checkpoint
    checkpointer.put(write_config, checkpoint, {}, {})

    # load checkpoint
    checkpointer.get(read_config)

    # list checkpoints
    list(checkpointer.list(read_config))

Async

from langgraph.checkpoint.mssql.aio import AsyncMSSQLSaver

async with AsyncMSSQLSaver.from_conn_string(DB_URI) as checkpointer:
    await checkpointer.setup()

    # store checkpoint
    await checkpointer.aput(write_config, checkpoint, {}, {})

    # load checkpoint
    await checkpointer.aget(read_config)

    # list checkpoints
    [c async for c in checkpointer.alist(read_config)]

Connection String Format

mssql+pyodbc://USER:PASSWORD@HOST:PORT/DATABASE?driver=ODBC+Driver+18+for+SQL+Server

For connections requiring encryption:

mssql+pyodbc://USER:PASSWORD@HOST:PORT/DATABASE?driver=ODBC+Driver+18+for+SQL+Server&TrustServerCertificate=yes