langgraph_checkpoint_cosmosdb 0.2.3

Azure CosmosDB checkpoint saver implementation for LangGraph

LangGraph Checkpoint CosmosDB

This project provides an implementation of a checkpoint saver for LangGraph using Azure CosmosDB.

Features

• Save and retrieve langgraph checkpoints in Azure CosmosDB.

Installation

To install the package, ensure you have Python 3.9 or higher, and run:

pip install langgraph-checkpoint-cosmosdb

Usage

Setting Up Environment

To use the CosmosDBSaver

• You need to set CosmosDB endpoint and key if you want it to create your specified database and container.

export COSMOSDB_ENDPOINT='your_cosmosdb_endpoint'
export COSMOSDB_KEY='your_cosmosdb_key'

• If database and container already exists then this can work via default RBAC credentials. Ex. az login or by setting TENANT_ID, CLIENT_ID and CLIENT_SECRET in environment.
  • Note that in this case error will be thrown if database and container do not exist.

Import

from langgraph_checkpoint_cosmosdb import CosmosDBSaver

Initialize the saver

Database and Container is created if it does not exists

saver = CosmosDBSaver(database_name='your_database', container_name='your_container')

Limitations

List function does not support filters. You can only pass config on thread id to get the list.

print(list(memory.list(config=config)))

License

This project is licensed under the MIT License.