Database Providers

Choose a provider based on the tables and execution mode your application needs. Provider capabilities vary. ClickHouse stores traces only.

Relational Databases

PostgreSQL

PostgreSQL relational database integration.

Async PostgreSQL

Asynchronous PostgreSQL integration.

MySQL

MySQL relational database integration.

Async MySQL

Asynchronous MySQL integration.

SQLite

SQLite lightweight database integration.

Async SQLite

Asynchronous SQLite integration.

NoSQL Databases

MongoDB

MongoDB document database integration.

Async MongoDB

Asynchronous MongoDB integration.

Redis

Redis in-memory data store integration.

Valkey

Valkey in-memory data store integration.

DynamoDB

Amazon DynamoDB NoSQL database.

Firestore

Google Cloud Firestore integration.

SurrealDB

SurrealDB multi-model database.

Database Services

Neon

Neon serverless PostgreSQL integration.

Supabase

Supabase PostgreSQL platform integration.

SingleStore

SingleStore distributed database integration.

Observability

ClickHouse

Traces-only OLAP backend. Pair with a row-store for sessions and memory.

Storage & File Systems

Google Cloud Storage

Google Cloud Storage integration.

JSON

JSON file-based storage integration.

In-Memory

In-memory storage integration.

Connect a database to persist sessions, user memories, and more.