agno-storage

Configure persistent storage backends for Agno agents and teams.

4|Updated Feb 19, 2026

Search Tags:#state management #database #persistence #sessions #storage #agno

Ready to run

npx skills add https://github.com/ajshedivy/agno-cookbook --skill agno-storage

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: agno-storage
Source: https://github.com/ajshedivy/agno-cookbook/tree/main/plugins/agno-framework/skills/agno-storage
Command: npx skills add https://github.com/ajshedivy/agno-cookbook --skill agno-storage

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and scripts (resource) components.

What problem does it solve?

This Skill enables Agno agents and teams to maintain conversation history, session state, and other data across multiple runs, ensuring continuity and context.

Core Features & Use Cases

Conversation Persistence: Store and retrieve chat history using various database backends.
Session State Management: Save and load structured data associated with a specific conversation or user session.
Team Data Sharing: Allow multiple agents within a team to share a common data store.
Use Case: Configure an agent to remember user preferences and past interactions by storing them in a PostgreSQL database, allowing for a personalized and continuous user experience.

Quick Start

Configure your agent to use SQLite for persistent storage by initializing SqliteDb and passing it to the agent's db parameter.

Frequently Asked Questions about agno-storage

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I persist conversation history for AI agents across multiple runs?▼

To persist session state and conversation history for Agno agents, configure a persistent storage backend like SQLite or PostgreSQL by passing the initialized database to the agent's db parameter. This ensures context continuity for continuous conversation threads.

What databases can I use for session state management with Agno agents?▼

You can use SQLite, PostgreSQL, Redis, MongoDB, and MySQL for session state management with Agno agents. These database backends integrate with agno.db modules to save and load structured data associated with specific user sessions.

How do I share a common data store between multiple agents in a team?▼

To share a common data store between multiple agents in a team, configure persistent storage to enable team data sharing. This allows agents within a multi-agent system to access shared data and maintain synchronized state across workflows.

Does Agno storage work with PostgreSQL for saving user preferences and past interactions?▼

Yes, Agno storage works with PostgreSQL for saving user preferences and past interactions. By configuring a PostgreSQL backend, agents can store and retrieve chat history, enabling a personalized and continuous user experience across sessions.

What is the best way to configure SQLite for persistent agent storage?▼

The best way to configure SQLite for persistent agent storage is to initialize the SqliteDb object and pass it directly to your agent's db parameter. This integrates with agno.db modules to seamlessly manage conversation history and session persistence.