langgraph-dynamodb-checkpoint 0.2.6

DynamoDB checkpoint saver implementation for LangGraph - Single table, auto create with delete handling

LangGraph DynamoDB Checkpoint Saver

A DynamoDB-based checkpoint saver implementation for LangGraph that allows storing and managing checkpoints in Amazon DynamoDB.

Installation

If installing this version, then delete the underlying table as well. Existing data is not compatible with version >= 1.5

bash pip install langgraph_dynamodb_checkpoint

Usage

DynamoDBSaver Constructor

• table_name (str): Name of the DynamoDB table to use for storing checkpoints
• max_read_request_units (int, optional): Maximum read request units for the DynamoDB table. Defaults to 10
• max_write_request_units (int, optional): Maximum write request units for the DynamoDB table. Defaults to 10
• ttl_seconds (int, optional): TTL value set for all checkpoint items.

Import

from langgraph_dynamodb_checkpoint import DynamoDBSaver

Initialize the saver with a table name

saver = DynamoDBSaver(
    table_name="your-dynamodb-table-name",
    max_read_request_units=10,  # Optional, default is 100
    max_write_request_units=10  # Optional, default is 100
    ttl_seconds=86400
)

Table has ttl enabled with attribute name set to ttl

Alternative Initialization Using Context Manager

from langgraph_dynamodb_checkpoint import DynamoDBSaver

with DynamoDBSaver.from_conn_info(table_name="your-dynamodb-table-name") as saver:
    # Use the saver here
    pass

Supports Delete

Checkpointer supports delete basis given thread_id

config = {"configurable": {"thread_id": "900"}}
memory.delete(config)

Table Structure

The saver automatically creates a DynamoDB table if it doesn't exist, with the following structure:

• Partition Key (PK): String type, used for thread_id
• Sort Key (SK): String type, used for checkpoint_id

AWS Configuration

Ensure you have proper AWS credentials configured either through:

• Environment variables (AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY)
• AWS credentials file (~/.aws/credentials)
• IAM role when running on AWS services

The AWS credentials should have permissions to:

• Create DynamoDB tables (if table doesn't exist)
• Read and write to DynamoDB tables

Notes

• The saver automatically creates the DynamoDB table if it doesn't exist
• Uses on-demand billing mode for DynamoDB
• Implements all methods required by the LangGraph BaseCheckpointSaver interface