rag-module 0.6.7

Enterprise RAG module with chat context storage, vector search, session management, and model downloading. Rust implementation with Node.js compatibility.
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[
  {
    "Profile": "default",
    "AccountId": "288761761556",
    "Service": "RDS",
    "Data": {
      "ByRegion": [
        {
          "Profile": "default",
          "Region": "us-east-1",
          "Databases": [
            {
              "DBInstanceIdentifier": "dev-eshop-mysql-rds",
              "DBInstanceClass": "db.t3.micro",
              "Engine": "mysql",
              "EngineVersion": "8.0.41",
              "DBInstanceStatus": "stopped",
              "MasterUsername": "mysql_admin",
              "Endpoint": {
                "Address": "dev-eshop-mysql-rds.cuxmiwm0ulok.us-east-1.rds.amazonaws.com",
                "Port": 3306
              },
              "AllocatedStorage": 20,
              "StorageType": "gp2",
              "StorageEncrypted": true,
              "KmsKeyId": "arn:aws:kms:us-east-1:288761761556:key/3469cdf7-b2dc-4d99-8dba-816a95e9465a",
              "AvailabilityZone": "us-east-1f",
              "MultiAZ": false,
              "BackupRetentionPeriod": 1,
              "PreferredBackupWindow": "10:27-10:57",
              "PreferredMaintenanceWindow": "thu:04:36-thu:05:06",
              "LatestRestorableTime": "2025-11-11T10:40:00+00:00",
              "PubliclyAccessible": true,
              "VpcId": "vpc-0a82df6f3f43f638f",
              "DBSubnetGroupName": "default",
              "SecurityGroups": [
                {
                  "GroupId": "sg-0a017fbb383b24395",
                  "Status": "active"
                }
              ],
              "DBParameterGroupName": [
                "default.mysql8.0"
              ],
              "OptionGroupName": [
                "default:mysql-8-0"
              ],
              "PerformanceInsightsEnabled": false,
              "EnhancedMonitoringResourceArn": null,
              "DeletionProtection": false,
              "AutoMinorVersionUpgrade": true,
              "IAMDatabaseAuthenticationEnabled": false,
              "Tags": []
            },
            {
              "DBInstanceIdentifier": "dev-tesserade-pg-rds",
              "DBInstanceClass": "db.m5.xlarge",
              "Engine": "postgres",
              "EngineVersion": "15.12",
              "DBInstanceStatus": "stopped",
              "MasterUsername": "trade_admin",
              "Endpoint": {
                "Address": "dev-tesserade-pg-rds.cuxmiwm0ulok.us-east-1.rds.amazonaws.com",
                "Port": 5432
              },
              "AllocatedStorage": 400,
              "StorageType": "io1",
              "StorageEncrypted": true,
              "KmsKeyId": "arn:aws:kms:us-east-1:288761761556:key/3469cdf7-b2dc-4d99-8dba-816a95e9465a",
              "AvailabilityZone": "us-east-1c",
              "MultiAZ": false,
              "BackupRetentionPeriod": 7,
              "PreferredBackupWindow": "04:39-05:09",
              "PreferredMaintenanceWindow": "tue:05:51-tue:06:21",
              "LatestRestorableTime": "2025-11-11T10:39:03+00:00",
              "PubliclyAccessible": true,
              "VpcId": "vpc-0a82df6f3f43f638f",
              "DBSubnetGroupName": "default",
              "SecurityGroups": [
                {
                  "GroupId": "sg-0a017fbb383b24395",
                  "Status": "active"
                }
              ],
              "DBParameterGroupName": [
                "dev-tesserade-postgres15"
              ],
              "OptionGroupName": [
                "default:postgres-15"
              ],
              "PerformanceInsightsEnabled": true,
              "EnhancedMonitoringResourceArn": "arn:aws:logs:us-east-1:288761761556:log-group:RDSOSMetrics:log-stream:db-2XYHZFX3PDXT3CD3LGIK435ALY",
              "DeletionProtection": false,
              "AutoMinorVersionUpgrade": true,
              "IAMDatabaseAuthenticationEnabled": false,
              "Tags": []
            },
            {
              "DBInstanceIdentifier": "mysql-test-instance1",
              "DBInstanceClass": "db.t3.micro",
              "Engine": "mysql",
              "EngineVersion": "8.0.41",
              "DBInstanceStatus": "stopped",
              "MasterUsername": "adminuser",
              "Endpoint": {
                "Address": "mysql-test-instance1.cuxmiwm0ulok.us-east-1.rds.amazonaws.com",
                "Port": 3306
              },
              "AllocatedStorage": 20,
              "StorageType": "gp3",
              "StorageEncrypted": false,
              "KmsKeyId": null,
              "AvailabilityZone": "us-east-1a",
              "MultiAZ": false,
              "BackupRetentionPeriod": 0,
              "PreferredBackupWindow": "04:45-05:15",
              "PreferredMaintenanceWindow": "fri:08:52-fri:09:22",
              "LatestRestorableTime": null,
              "PubliclyAccessible": true,
              "VpcId": "vpc-0a82df6f3f43f638f",
              "DBSubnetGroupName": "default",
              "SecurityGroups": [
                {
                  "GroupId": "sg-0a017fbb383b24395",
                  "Status": "active"
                }
              ],
              "DBParameterGroupName": [
                "default.mysql8.0"
              ],
              "OptionGroupName": [
                "default:mysql-8-0"
              ],
              "PerformanceInsightsEnabled": false,
              "EnhancedMonitoringResourceArn": null,
              "DeletionProtection": false,
              "AutoMinorVersionUpgrade": true,
              "IAMDatabaseAuthenticationEnabled": false,
              "Tags": [
                {
                  "Key": "Name",
                  "Value": "testdbsd"
                }
              ]
            },
            {
              "DBInstanceIdentifier": "pg-instance-main1",
              "DBInstanceClass": "db.t3.small",
              "Engine": "postgres",
              "EngineVersion": "16.8",
              "DBInstanceStatus": "stopped",
              "MasterUsername": "pgadmin",
              "Endpoint": {
                "Address": "pg-instance-main1.cuxmiwm0ulok.us-east-1.rds.amazonaws.com",
                "Port": 5432
              },
              "AllocatedStorage": 363,
              "StorageType": "gp3",
              "StorageEncrypted": false,
              "KmsKeyId": null,
              "AvailabilityZone": "us-east-1f",
              "MultiAZ": false,
              "BackupRetentionPeriod": 1,
              "PreferredBackupWindow": "06:14-06:44",
              "PreferredMaintenanceWindow": "fri:04:52-fri:05:22",
              "LatestRestorableTime": "2025-11-11T10:40:20+00:00",
              "PubliclyAccessible": true,
              "VpcId": "vpc-0a82df6f3f43f638f",
              "DBSubnetGroupName": "default",
              "SecurityGroups": [
                {
                  "GroupId": "sg-0a017fbb383b24395",
                  "Status": "active"
                }
              ],
              "DBParameterGroupName": [
                "logicalpg"
              ],
              "OptionGroupName": [
                "default:postgres-16"
              ],
              "PerformanceInsightsEnabled": true,
              "EnhancedMonitoringResourceArn": null,
              "DeletionProtection": false,
              "AutoMinorVersionUpgrade": true,
              "IAMDatabaseAuthenticationEnabled": false,
              "Tags": [
                {
                  "Key": "Name",
                  "Value": "pg-instance-main-1"
                }
              ]
            },
            {
              "DBInstanceIdentifier": "pg-instance-main2",
              "DBInstanceClass": "db.t4g.medium",
              "Engine": "postgres",
              "EngineVersion": "16.8",
              "DBInstanceStatus": "stopped",
              "MasterUsername": "pgadmin",
              "Endpoint": {
                "Address": "pg-instance-main2.cuxmiwm0ulok.us-east-1.rds.amazonaws.com",
                "Port": 5432
              },
              "AllocatedStorage": 100,
              "StorageType": "gp3",
              "StorageEncrypted": false,
              "KmsKeyId": null,
              "AvailabilityZone": "us-east-1c",
              "MultiAZ": false,
              "BackupRetentionPeriod": 1,
              "PreferredBackupWindow": "03:51-04:21",
              "PreferredMaintenanceWindow": "tue:08:56-tue:09:26",
              "LatestRestorableTime": "2025-11-11T10:40:29+00:00",
              "PubliclyAccessible": true,
              "VpcId": "vpc-0a82df6f3f43f638f",
              "DBSubnetGroupName": "default",
              "SecurityGroups": [
                {
                  "GroupId": "sg-0a017fbb383b24395",
                  "Status": "active"
                }
              ],
              "DBParameterGroupName": [
                "logical-wal-pg-instance-main2"
              ],
              "OptionGroupName": [
                "default:postgres-16"
              ],
              "PerformanceInsightsEnabled": true,
              "EnhancedMonitoringResourceArn": null,
              "DeletionProtection": false,
              "AutoMinorVersionUpgrade": true,
              "IAMDatabaseAuthenticationEnabled": false,
              "Tags": [
                {
                  "Key": "Name",
                  "Value": "pg-instance-main2"
                }
              ]
            },
            {
              "DBInstanceIdentifier": "prod-ecomm-mysql-rds-instance-1",
              "DBInstanceClass": "db.r5.xlarge",
              "Engine": "aurora-mysql",
              "EngineVersion": "8.0.mysql_aurora.3.08.2",
              "DBInstanceStatus": "available",
              "MasterUsername": "ecomm_admin",
              "Endpoint": {
                "Address": "prod-ecomm-mysql-rds-instance-1.cuxmiwm0ulok.us-east-1.rds.amazonaws.com",
                "Port": 3306
              },
              "AllocatedStorage": 1,
              "StorageType": "aurora-iopt1",
              "StorageEncrypted": true,
              "KmsKeyId": "arn:aws:kms:us-east-1:288761761556:key/3469cdf7-b2dc-4d99-8dba-816a95e9465a",
              "AvailabilityZone": "us-east-1c",
              "MultiAZ": false,
              "BackupRetentionPeriod": 1,
              "PreferredBackupWindow": "08:42-09:12",
              "PreferredMaintenanceWindow": "tue:07:28-tue:07:58",
              "LatestRestorableTime": null,
              "PubliclyAccessible": true,
              "VpcId": "vpc-0a82df6f3f43f638f",
              "DBSubnetGroupName": "default",
              "SecurityGroups": [
                {
                  "GroupId": "sg-0a017fbb383b24395",
                  "Status": "active"
                }
              ],
              "DBParameterGroupName": [
                "default.aurora-mysql8.0"
              ],
              "OptionGroupName": [
                "default:aurora-mysql-8-0"
              ],
              "PerformanceInsightsEnabled": true,
              "EnhancedMonitoringResourceArn": "arn:aws:logs:us-east-1:288761761556:log-group:RDSOSMetrics:log-stream:db-QUIUOU5G7GDUMLPJRSPRID4UYU",
              "DeletionProtection": false,
              "AutoMinorVersionUpgrade": true,
              "IAMDatabaseAuthenticationEnabled": false,
              "Tags": []
            },
            {
              "DBInstanceIdentifier": "prod-tesserade-trademan-pg-rds",
              "DBInstanceClass": "db.t3.micro",
              "Engine": "postgres",
              "EngineVersion": "16.9",
              "DBInstanceStatus": "stopped",
              "MasterUsername": "escher_pg_admin",
              "Endpoint": {
                "Address": "prod-tesserade-trademan-pg-rds.cuxmiwm0ulok.us-east-1.rds.amazonaws.com",
                "Port": 5432
              },
              "AllocatedStorage": 20,
              "StorageType": "gp2",
              "StorageEncrypted": false,
              "KmsKeyId": null,
              "AvailabilityZone": "us-east-1a",
              "MultiAZ": false,
              "BackupRetentionPeriod": 1,
              "PreferredBackupWindow": "03:26-03:56",
              "PreferredMaintenanceWindow": "mon:04:14-mon:04:44",
              "LatestRestorableTime": "2025-11-11T10:40:25+00:00",
              "PubliclyAccessible": true,
              "VpcId": "vpc-0a82df6f3f43f638f",
              "DBSubnetGroupName": "default",
              "SecurityGroups": [
                {
                  "GroupId": "sg-0a017fbb383b24395",
                  "Status": "active"
                }
              ],
              "DBParameterGroupName": [
                "escher-test-db"
              ],
              "OptionGroupName": [
                "default:postgres-16"
              ],
              "PerformanceInsightsEnabled": true,
              "EnhancedMonitoringResourceArn": "arn:aws:logs:us-east-1:288761761556:log-group:RDSOSMetrics:log-stream:db-2FJQN5PFCZJSGY3DGLP3QAFDAA",
              "DeletionProtection": false,
              "AutoMinorVersionUpgrade": true,
              "IAMDatabaseAuthenticationEnabled": true,
              "Tags": []
            }
          ]
        },
        {
          "Profile": "default",
          "Region": "us-east-2",
          "Databases": []
        },
        {
          "Profile": "default",
          "Region": "us-west-1",
          "Databases": []
        },
        {
          "Profile": "default",
          "Region": "us-west-2",
          "Databases": []
        }
      ],
      "TotalInstances": 7,
      "Permissions": {
        "AccessLevel": "FullAccess",
        "HasRead": true,
        "HasWrite": true,
        "HasFullAccess": true
      }
    }
  },
  {
    "Profile": "default",
    "AccountId": "547639878546",
    "Service": "RDS",
    "Data": {
      "ByRegion": [],
      "TotalInstances": 0,
      "Permissions": {}
    }
  },
  {
    "Profile": "myprofile",
    "AccountId": "288761761556",
    "Service": "RDS",
    "Data": {
      "ByRegion": [
        {
          "Profile": "myprofile",
          "Region": "us-east-1",
          "Databases": [
            {
              "DBInstanceIdentifier": "dev-eshop-mysql-rds",
              "DBInstanceClass": "db.t3.micro",
              "Engine": "mysql",
              "EngineVersion": "8.0.41",
              "DBInstanceStatus": "stopped",
              "MasterUsername": "mysql_admin",
              "Endpoint": {
                "Address": "dev-eshop-mysql-rds.cuxmiwm0ulok.us-east-1.rds.amazonaws.com",
                "Port": 3306
              },
              "AllocatedStorage": 20,
              "StorageType": "gp2",
              "StorageEncrypted": true,
              "KmsKeyId": "arn:aws:kms:us-east-1:288761761556:key/3469cdf7-b2dc-4d99-8dba-816a95e9465a",
              "AvailabilityZone": "us-east-1f",
              "MultiAZ": false,
              "BackupRetentionPeriod": 1,
              "PreferredBackupWindow": "10:27-10:57",
              "PreferredMaintenanceWindow": "thu:04:36-thu:05:06",
              "LatestRestorableTime": "2025-11-11T10:40:00+00:00",
              "PubliclyAccessible": true,
              "VpcId": "vpc-0a82df6f3f43f638f",
              "DBSubnetGroupName": "default",
              "SecurityGroups": [
                {
                  "GroupId": "sg-0a017fbb383b24395",
                  "Status": "active"
                }
              ],
              "DBParameterGroupName": [
                "default.mysql8.0"
              ],
              "OptionGroupName": [
                "default:mysql-8-0"
              ],
              "PerformanceInsightsEnabled": false,
              "EnhancedMonitoringResourceArn": null,
              "DeletionProtection": false,
              "AutoMinorVersionUpgrade": true,
              "IAMDatabaseAuthenticationEnabled": false,
              "Tags": []
            },
            {
              "DBInstanceIdentifier": "dev-tesserade-pg-rds",
              "DBInstanceClass": "db.m5.xlarge",
              "Engine": "postgres",
              "EngineVersion": "15.12",
              "DBInstanceStatus": "stopped",
              "MasterUsername": "trade_admin",
              "Endpoint": {
                "Address": "dev-tesserade-pg-rds.cuxmiwm0ulok.us-east-1.rds.amazonaws.com",
                "Port": 5432
              },
              "AllocatedStorage": 400,
              "StorageType": "io1",
              "StorageEncrypted": true,
              "KmsKeyId": "arn:aws:kms:us-east-1:288761761556:key/3469cdf7-b2dc-4d99-8dba-816a95e9465a",
              "AvailabilityZone": "us-east-1c",
              "MultiAZ": false,
              "BackupRetentionPeriod": 7,
              "PreferredBackupWindow": "04:39-05:09",
              "PreferredMaintenanceWindow": "tue:05:51-tue:06:21",
              "LatestRestorableTime": "2025-11-11T10:39:03+00:00",
              "PubliclyAccessible": true,
              "VpcId": "vpc-0a82df6f3f43f638f",
              "DBSubnetGroupName": "default",
              "SecurityGroups": [
                {
                  "GroupId": "sg-0a017fbb383b24395",
                  "Status": "active"
                }
              ],
              "DBParameterGroupName": [
                "dev-tesserade-postgres15"
              ],
              "OptionGroupName": [
                "default:postgres-15"
              ],
              "PerformanceInsightsEnabled": true,
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