> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-update-deprecated-models.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Storage

> This directory contains examples demonstrating how to integrate various databases with Agno agents, teams, and workflows for persistent storage.

| Example                                                                    | Description                                                                                                    |
| -------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------- |
| [Postgres](/examples/storage/postgres)                                     | Examples demonstrating PostgreSQL database integration with Agno agents, teams, and workflows.                 |
| [Mongo](/examples/storage/mongo)                                           | Examples demonstrating MongoDB integration with Agno agents and teams.                                         |
| [Mysql](/examples/storage/mysql)                                           | Examples demonstrating MySQL database integration with Agno agents, teams, and workflows.                      |
| [Redis](/examples/storage/redis)                                           | Examples demonstrating Redis integration with Agno agents, teams, and workflows.                               |
| [Singlestore](/examples/storage/singlestore)                               | Examples demonstrating SingleStore database integration with Agno agents and teams.                            |
| [Firestore](/examples/storage/firestore)                                   | Examples demonstrating Google Cloud Firestore integration with Agno agents.                                    |
| [Dynamodb](/examples/storage/dynamodb)                                     | Examples demonstrating AWS DynamoDB integration with Agno agents.                                              |
| [Gcs](/examples/storage/gcs)                                               | Examples demonstrating Google Cloud Storage (GCS) integration with Agno agents using JSON blob storage.        |
| [In Memory](/examples/storage/in-memory)                                   | This directory contains examples demonstrating how to use `InMemoryDb` with Agno agents, workflows, and teams. |
| [Persistent Session Storage](/examples/storage/persistent-session-storage) | Demonstrates using PostgresDb for persistent session storage with a team.                                      |
| [Session Summary](/examples/storage/session-summary)                       | Demonstrates configuring session summaries for an agent using PostgresDb.                                      |
| [Chat History](/examples/storage/chat-history)                             | Demonstrates retrieving chat history from agent sessions stored in PostgresDb.                                 |
| [Examples](/examples/storage/examples)                                     | Patterns and examples for database integration with Agno.                                                      |
| [Json Db](/examples/storage/json-db)                                       | Examples demonstrating JSON file-based storage integration with Agno agents, teams, and workflows.             |
| [Sqlite](/examples/storage/sqlite)                                         | Examples demonstrating SQLite database integration with Agno agents, teams, and workflows.                     |
| [Surrealdb](/examples/storage/surrealdb)                                   | Examples demonstrating SurrealDB integration with Agno agents, teams, and workflows.                           |