Multi-Backend State Persistence

Support for multiple storage backends including Redis, SQLite, and PostgreSQL.

Overview

Multi-backend support allows choosing the right storage backend for your use case.

Supported Backends

See State Persistence and Redis Backend for detailed configuration.

Redis (Recommended for Production)

• High performance
• Distributed support
• TTL and expiration

SQLite (Development)

• File-based storage
• No external dependencies
• Good for testing

PostgreSQL (Enterprise)

• ACID compliance
• Advanced querying
• Scalable

Configuration

from recoagent.state import RedisStatePersistence

# Redis backend
redis_persistence = RedisStatePersistence(
    redis_url="redis://localhost:6379/0",
    compression_type=CompressionType.LZ4
)

Choosing a Backend

Backend	Use Case	Performance	Scalability
Redis	Production	Excellent	High
SQLite	Development	Good	Low
PostgreSQL	Enterprise	Good	Very High

Best Practices

1. Redis for Production: Use Redis for production workloads
2. SQLite for Testing: Use SQLite for development and testing
3. PostgreSQL for Enterprise: Use PostgreSQL for complex queries