Database Adapters

• PGLite Adapter - Embedded PostgreSQL for development and testing
• PostgreSQL Adapter - Full PostgreSQL for production environments

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Architecture Overview

• Connection management through dedicated managers
• Automatic retry logic for database operations
• Schema introspection and dynamic migrations
• Embedding dimension configuration (default: 384 dimensions)

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PGLite Adapter

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Key Features

• Zero external dependencies - No PostgreSQL installation required
• File-based persistence - Data stored in local filesystem
• Singleton connection manager - Ensures single database instance per process
• Automatic initialization - Database created on first use

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Implementation Details

export class PgliteDatabaseAdapter extends BaseDrizzleAdapter {
  private manager: PGliteClientManager;
  protected embeddingDimension: EmbeddingDimensionColumn = DIMENSION_MAP[384];

  constructor(agentId: UUID, manager: PGliteClientManager) {
    super(agentId);
    this.manager = manager;
    this.db = drizzle(this.manager.getConnection());
  }
}

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Connection Management

• Singleton PGLite instance creation
• Data directory resolution and creation
• Connection persistence across adapter instances

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PostgreSQL Adapter

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Key Features

• Connection pooling - Efficient resource management
• Automatic retry logic - Built-in resilience for transient failures
• Production-ready - Designed for scalable deployments
• SSL support - Secure connections when configured
• Cloud compatibility - Works with Supabase, Neon, and other PostgreSQL providers

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Implementation Details

export class PgDatabaseAdapter extends BaseDrizzleAdapter {
  protected embeddingDimension: EmbeddingDimensionColumn = DIMENSION_MAP[384];
  private manager: PostgresConnectionManager;

  constructor(agentId: UUID, manager: PostgresConnectionManager, _schema?: any) {
    super(agentId);
    this.manager = manager;
    this.db = manager.getDatabase();
  }

  protected async withDatabase<T>(operation: () => Promise<T>): Promise<T> {
    return await this.withRetry(async () => {
      const client = await this.manager.getClient();
      try {
        const db = drizzle(client);
        this.db = db;
        return await operation();
      } finally {
        client.release();
      }
    });
  }
}

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Connection Management

• Connection pool management (default size: 20)
• SSL configuration based on environment
• Singleton pattern to prevent multiple pools
• Graceful shutdown handling

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Adapter Selection

export function createDatabaseAdapter(
  config: {
    dataDir?: string;
    postgresUrl?: string;
  },
  agentId: UUID
): IDatabaseAdapter {
  if (config.postgresUrl) {
    // PostgreSQL adapter for production
    if (!globalSingletons.postgresConnectionManager) {
      globalSingletons.postgresConnectionManager = new PostgresConnectionManager(
        config.postgresUrl
      );
    }
    return new PgDatabaseAdapter(agentId, globalSingletons.postgresConnectionManager);
  } else {
    // PGLite adapter for development
    const resolvedDataDir = resolvePgliteDir(config.dataDir);
    if (!globalSingletons.pgLiteClientManager) {
      globalSingletons.pgLiteClientManager = new PGliteClientManager(resolvedDataDir);
    }
    return new PgliteDatabaseAdapter(agentId, globalSingletons.pgLiteClientManager);
  }
}

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Migration Handling

// In both adapters:
async runMigrations(): Promise<void> {
  logger.debug('Migrations are handled by the migration service');
  // Migrations are handled by the migration service, not the adapter
}

• Plugin schema discovery and registration
• Dynamic table creation and updates
• Schema introspection for existing tables
• Dependency resolution for table creation order

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Best Practices

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Development (PGLite)

1. Use default data directory for consistency
2. Clear data directory between test runs if needed
3. Be aware of file system limitations
4. Suitable for single-instance development

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Production (PostgreSQL)

1. Always use connection pooling
2. Configure SSL for secure connections
3. Monitor connection pool usage
4. Use environment variables for configuration
5. Implement proper backup strategies

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Configuration

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Environment Variables

# .env file

# For PostgreSQL (production)
POSTGRES_URL=postgresql://user:password@host:5432/database

# For custom PGLite directory (optional)
# If not set, defaults to ./.eliza/.elizadb
PGLITE_DATA_DIR=/path/to/custom/db

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Configuration Priority

1. If POSTGRES_URL is set → Uses PostgreSQL adapter
2. If POSTGRES_URL is not set → Uses PGLite adapter
   • With PGLITE_DATA_DIR if specified
   • Otherwise uses default path: ./.eliza/.elizadb

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PostgreSQL Configuration

• Supabase - Use the connection string from your project settings
• Neon - Use the connection string from your Neon console
• Amazon RDS PostgreSQL
• Google Cloud SQL PostgreSQL
• Self-hosted PostgreSQL (v12+)

# Supabase
POSTGRES_URL=postgresql://postgres:[password]@[project].supabase.co:5432/postgres

# Neon
POSTGRES_URL=postgresql://[user]:[password]@[project].neon.tech/[database]?sslmode=require

# Standard PostgreSQL
POSTGRES_URL=postgresql://user:password@localhost:5432/mydb

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Error Handling

• Automatic retry logic (3 attempts by default)
• Exponential backoff between retries
• Detailed error logging
• Graceful degradation

• Connection timeouts
• Transient network failures
• Pool exhaustion (PostgreSQL)
• File system errors (PGLite)