diff --git a/.aws/task_definition.json b/.aws/task_definition.json
index 1135305ee..a18e843ce 100644
--- a/.aws/task_definition.json
+++ b/.aws/task_definition.json
@@ -1,105 +1,100 @@
 {
-    "taskDefinitionArn": "arn:aws:ecs:eu-west-3:253053805092:task-definition/quivr:160",
-    "containerDefinitions": [
+  "taskDefinitionArn": "arn:aws:ecs:eu-west-3:253053805092:task-definition/quivr:160",
+  "containerDefinitions": [
+    {
+      "name": "quivr",
+      "image": "253053805092.dkr.ecr.eu-west-3.amazonaws.com/quivr:bada136312ad3497664c3562a36b263d43c89c53",
+      "cpu": "2048",
+      "memory": "4096",
+      "portMappings": [
         {
-            "name": "quivr",
-            "image": "253053805092.dkr.ecr.eu-west-3.amazonaws.com/quivr:bada136312ad3497664c3562a36b263d43c89c53",
-            "cpu": "1024",
-            "memory": "2048",
-            "portMappings": [
-                {
-                    "name": "quivr-5050-tcp",
-                    "containerPort": 5050,
-                    "hostPort": 5050,
-                    "protocol": "tcp",
-                    "appProtocol": "http"
-                }
-            ],
-            "essential": true,
-            "command": [
-                "uvicorn",
-                "main:app",
-                "--host",
-                "0.0.0.0",
-                "--port",
-                "5050",
-                "--workers",
-                "6"
-            ],
-            "environment": [],
-            "environmentFiles": [
-                {
-                    "value": "arn:aws:s3:::quivr-env-variables/production.env",
-                    "type": "s3"
-                }
-            ],
-            "mountPoints": [],
-            "volumesFrom": [],
-            "logConfiguration": {
-                "logDriver": "awslogs",
-                "options": {
-                    "awslogs-create-group": "true",
-                    "awslogs-group": "/ecs/quivr",
-                    "awslogs-region": "eu-west-3",
-                    "awslogs-stream-prefix": "ecs"
-                }
-            }
+          "name": "quivr-5050-tcp",
+          "containerPort": 5050,
+          "hostPort": 5050,
+          "protocol": "tcp",
+          "appProtocol": "http"
         }
-    ],
-    "family": "quivr",
-    "taskRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
-    "executionRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
-    "networkMode": "awsvpc",
-    "revision": 160,
-    "volumes": [],
-    "status": "ACTIVE",
-    "requiresAttributes": [
+      ],
+      "essential": true,
+      "command": [
+        "uvicorn",
+        "main:app",
+        "--host",
+        "0.0.0.0",
+        "--port",
+        "5050",
+        "--workers",
+        "6"
+      ],
+      "environment": [],
+      "environmentFiles": [
         {
-            "name": "com.amazonaws.ecs.capability.logging-driver.awslogs"
-        },
-        {
-            "name": "ecs.capability.execution-role-awslogs"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.ecr-auth"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.19"
-        },
-        {
-            "name": "ecs.capability.env-files.s3"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.task-iam-role"
-        },
-        {
-            "name": "ecs.capability.execution-role-ecr-pull"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.18"
-        },
-        {
-            "name": "ecs.capability.task-eni"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.29"
+          "value": "arn:aws:s3:::quivr-env-variables/production.env",
+          "type": "s3"
         }
-    ],
-    "placementConstraints": [],
-    "compatibilities": [
-        "EC2",
-        "FARGATE"
-    ],
-    "requiresCompatibilities": [
-        "FARGATE"
-    ],
-    "cpu": "1024",
-    "memory": "2048",
-    "runtimePlatform": {
-        "cpuArchitecture": "X86_64",
-        "operatingSystemFamily": "LINUX"
+      ],
+      "mountPoints": [],
+      "volumesFrom": [],
+      "logConfiguration": {
+        "logDriver": "awslogs",
+        "options": {
+          "awslogs-create-group": "true",
+          "awslogs-group": "/ecs/quivr",
+          "awslogs-region": "eu-west-3",
+          "awslogs-stream-prefix": "ecs"
+        }
+      }
+    }
+  ],
+  "family": "quivr",
+  "taskRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
+  "executionRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
+  "networkMode": "awsvpc",
+  "revision": 160,
+  "volumes": [],
+  "status": "ACTIVE",
+  "requiresAttributes": [
+    {
+      "name": "com.amazonaws.ecs.capability.logging-driver.awslogs"
     },
-    "registeredAt": "2023-07-27T13:27:07.192Z",
-    "registeredBy": "arn:aws:iam::253053805092:root",
-    "tags": []
-}
\ No newline at end of file
+    {
+      "name": "ecs.capability.execution-role-awslogs"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.ecr-auth"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.19"
+    },
+    {
+      "name": "ecs.capability.env-files.s3"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.task-iam-role"
+    },
+    {
+      "name": "ecs.capability.execution-role-ecr-pull"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.18"
+    },
+    {
+      "name": "ecs.capability.task-eni"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.29"
+    }
+  ],
+  "placementConstraints": [],
+  "compatibilities": ["EC2", "FARGATE"],
+  "requiresCompatibilities": ["FARGATE"],
+  "cpu": "2048",
+  "memory": "4096",
+  "runtimePlatform": {
+    "cpuArchitecture": "X86_64",
+    "operatingSystemFamily": "LINUX"
+  },
+  "registeredAt": "2023-07-27T13:27:07.192Z",
+  "registeredBy": "arn:aws:iam::253053805092:root",
+  "tags": []
+}
diff --git a/.aws/task_definition_preview.json b/.aws/task_definition_preview.json
index c031bda46..76686cb94 100644
--- a/.aws/task_definition_preview.json
+++ b/.aws/task_definition_preview.json
@@ -1,106 +1,101 @@
 {
-    "taskDefinitionArn": "arn:aws:ecs:eu-west-3:253053805092:task-definition/quivr-preview:4",
-    "containerDefinitions": [
+  "taskDefinitionArn": "arn:aws:ecs:eu-west-3:253053805092:task-definition/quivr-preview:4",
+  "containerDefinitions": [
+    {
+      "name": "quivr",
+      "image": "253053805092.dkr.ecr.eu-west-3.amazonaws.com/quivr:c0ff0301002fe6d043270b26dabcfda797437afc",
+      "cpu": "2048",
+      "memory": "4096",
+      "portMappings": [
         {
-            "name": "quivr",
-            "image": "253053805092.dkr.ecr.eu-west-3.amazonaws.com/quivr:c0ff0301002fe6d043270b26dabcfda797437afc",
-            "cpu": "1024",
-            "memory": "2048",
-            "portMappings": [
-                {
-                    "name": "quivr-5050-tcp",
-                    "containerPort": 5050,
-                    "hostPort": 5050,
-                    "protocol": "tcp",
-                    "appProtocol": "http"
-                }
-            ],
-            "command": [
-                "uvicorn",
-                "main:app",
-                "--host",
-                "0.0.0.0",
-                "--port",
-                "5050",
-                "--workers",
-                "6"
-            ],
-            "essential": true,
-            "environment": [],
-            "environmentFiles": [
-                {
-                    "value": "arn:aws:s3:::quivr-env-variables/preview.env",
-                    "type": "s3"
-                }
-            ],
-            "mountPoints": [],
-            "volumesFrom": [],
-            "ulimits": [],
-            "logConfiguration": {
-                "logDriver": "awslogs",
-                "options": {
-                    "awslogs-create-group": "true",
-                    "awslogs-group": "/ecs/quivr-preview",
-                    "awslogs-region": "eu-west-3",
-                    "awslogs-stream-prefix": "ecs"
-                }
-            }
+          "name": "quivr-5050-tcp",
+          "containerPort": 5050,
+          "hostPort": 5050,
+          "protocol": "tcp",
+          "appProtocol": "http"
         }
-    ],
-    "family": "quivr-preview",
-    "taskRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
-    "executionRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
-    "networkMode": "awsvpc",
-    "revision": 4,
-    "volumes": [],
-    "status": "ACTIVE",
-    "requiresAttributes": [
+      ],
+      "command": [
+        "uvicorn",
+        "main:app",
+        "--host",
+        "0.0.0.0",
+        "--port",
+        "5050",
+        "--workers",
+        "6"
+      ],
+      "essential": true,
+      "environment": [],
+      "environmentFiles": [
         {
-            "name": "com.amazonaws.ecs.capability.logging-driver.awslogs"
-        },
-        {
-            "name": "ecs.capability.execution-role-awslogs"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.ecr-auth"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.19"
-        },
-        {
-            "name": "ecs.capability.env-files.s3"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.task-iam-role"
-        },
-        {
-            "name": "ecs.capability.execution-role-ecr-pull"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.18"
-        },
-        {
-            "name": "ecs.capability.task-eni"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.29"
+          "value": "arn:aws:s3:::quivr-env-variables/preview.env",
+          "type": "s3"
         }
-    ],
-    "placementConstraints": [],
-    "compatibilities": [
-        "EC2",
-        "FARGATE"
-    ],
-    "requiresCompatibilities": [
-        "FARGATE"
-    ],
-    "cpu": "1024",
-    "memory": "2048",
-    "runtimePlatform": {
-        "cpuArchitecture": "X86_64",
-        "operatingSystemFamily": "LINUX"
+      ],
+      "mountPoints": [],
+      "volumesFrom": [],
+      "ulimits": [],
+      "logConfiguration": {
+        "logDriver": "awslogs",
+        "options": {
+          "awslogs-create-group": "true",
+          "awslogs-group": "/ecs/quivr-preview",
+          "awslogs-region": "eu-west-3",
+          "awslogs-stream-prefix": "ecs"
+        }
+      }
+    }
+  ],
+  "family": "quivr-preview",
+  "taskRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
+  "executionRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
+  "networkMode": "awsvpc",
+  "revision": 4,
+  "volumes": [],
+  "status": "ACTIVE",
+  "requiresAttributes": [
+    {
+      "name": "com.amazonaws.ecs.capability.logging-driver.awslogs"
     },
-    "registeredAt": "2023-06-29T07:33:39.537Z",
-    "registeredBy": "arn:aws:iam::253053805092:root",
-    "tags": []
-}
\ No newline at end of file
+    {
+      "name": "ecs.capability.execution-role-awslogs"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.ecr-auth"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.19"
+    },
+    {
+      "name": "ecs.capability.env-files.s3"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.task-iam-role"
+    },
+    {
+      "name": "ecs.capability.execution-role-ecr-pull"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.18"
+    },
+    {
+      "name": "ecs.capability.task-eni"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.29"
+    }
+  ],
+  "placementConstraints": [],
+  "compatibilities": ["EC2", "FARGATE"],
+  "requiresCompatibilities": ["FARGATE"],
+  "cpu": "2048",
+  "memory": "4096",
+  "runtimePlatform": {
+    "cpuArchitecture": "X86_64",
+    "operatingSystemFamily": "LINUX"
+  },
+  "registeredAt": "2023-06-29T07:33:39.537Z",
+  "registeredBy": "arn:aws:iam::253053805092:root",
+  "tags": []
+}
diff --git a/.aws/task_definition_preview_worker.json b/.aws/task_definition_preview_worker.json
index 6f46e6179..6705e07f5 100644
--- a/.aws/task_definition_preview_worker.json
+++ b/.aws/task_definition_preview_worker.json
@@ -1,94 +1,82 @@
 {
-    "taskDefinitionArn": "arn:aws:ecs:eu-west-3:253053805092:task-definition/quivr-preview-chat:1",
-    "containerDefinitions": [
+  "taskDefinitionArn": "arn:aws:ecs:eu-west-3:253053805092:task-definition/quivr-preview-chat:1",
+  "containerDefinitions": [
+    {
+      "name": "quivr-chat",
+      "image": "253053805092.dkr.ecr.eu-west-3.amazonaws.com/quivr:600ff1ede02741c66853cc3e4e7f5001aaba3bc2",
+      "cpu": "1024",
+      "memory": "2048",
+      "essential": true,
+      "command": ["celery", "-A", "celery_worker", "worker", "-l", "info"],
+      "environment": [],
+      "environmentFiles": [
         {
-            "name": "quivr-chat",
-            "image": "253053805092.dkr.ecr.eu-west-3.amazonaws.com/quivr:600ff1ede02741c66853cc3e4e7f5001aaba3bc2",
-            "cpu": "256",
-            "memory": "1024",
-            "essential": true,
-            "command": [
-                "celery",
-                "-A",
-                "celery_worker",
-                "worker",
-                "-l",
-                "info"
-            ],
-            "environment": [],
-            "environmentFiles": [
-                {
-                    "value": "arn:aws:s3:::quivr-env-variables/preview.env",
-                    "type": "s3"
-                }
-            ],
-            "mountPoints": [],
-            "volumesFrom": [],
-            "logConfiguration": {
-                "logDriver": "awslogs",
-                "options": {
-                    "awslogs-create-group": "true",
-                    "awslogs-group": "/ecs/quivr-preview-chat",
-                    "awslogs-region": "eu-west-3",
-                    "awslogs-stream-prefix": "ecs"
-                }
-            }
+          "value": "arn:aws:s3:::quivr-env-variables/preview.env",
+          "type": "s3"
         }
-    ],
-    "family": "quivr-preview-chat",
-    "taskRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
-    "executionRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
-    "networkMode": "awsvpc",
-    "revision": 1,
-    "volumes": [],
-    "status": "ACTIVE",
-    "requiresAttributes": [
-        {
-            "name": "com.amazonaws.ecs.capability.logging-driver.awslogs"
-        },
-        {
-            "name": "ecs.capability.execution-role-awslogs"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.ecr-auth"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.19"
-        },
-        {
-            "name": "ecs.capability.env-files.s3"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.task-iam-role"
-        },
-        {
-            "name": "ecs.capability.execution-role-ecr-pull"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.18"
-        },
-        {
-            "name": "ecs.capability.task-eni"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.29"
+      ],
+      "mountPoints": [],
+      "volumesFrom": [],
+      "logConfiguration": {
+        "logDriver": "awslogs",
+        "options": {
+          "awslogs-create-group": "true",
+          "awslogs-group": "/ecs/quivr-preview-chat",
+          "awslogs-region": "eu-west-3",
+          "awslogs-stream-prefix": "ecs"
         }
-    ],
-    "placementConstraints": [],
-    "compatibilities": [
-        "EC2",
-        "FARGATE"
-    ],
-    "requiresCompatibilities": [
-        "FARGATE"
-    ],
-    "cpu": "256",
-    "memory": "1024",
-    "runtimePlatform": {
-        "cpuArchitecture": "X86_64",
-        "operatingSystemFamily": "LINUX"
+      }
+    }
+  ],
+  "family": "quivr-preview-chat",
+  "taskRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
+  "executionRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
+  "networkMode": "awsvpc",
+  "revision": 1,
+  "volumes": [],
+  "status": "ACTIVE",
+  "requiresAttributes": [
+    {
+      "name": "com.amazonaws.ecs.capability.logging-driver.awslogs"
     },
-    "registeredAt": "2023-08-18T09:01:56.187Z",
-    "registeredBy": "arn:aws:iam::253053805092:root",
-    "tags": []
-}
\ No newline at end of file
+    {
+      "name": "ecs.capability.execution-role-awslogs"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.ecr-auth"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.19"
+    },
+    {
+      "name": "ecs.capability.env-files.s3"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.task-iam-role"
+    },
+    {
+      "name": "ecs.capability.execution-role-ecr-pull"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.18"
+    },
+    {
+      "name": "ecs.capability.task-eni"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.29"
+    }
+  ],
+  "placementConstraints": [],
+  "compatibilities": ["EC2", "FARGATE"],
+  "requiresCompatibilities": ["FARGATE"],
+  "cpu": "1024",
+  "memory": "2048",
+  "runtimePlatform": {
+    "cpuArchitecture": "X86_64",
+    "operatingSystemFamily": "LINUX"
+  },
+  "registeredAt": "2023-08-18T09:01:56.187Z",
+  "registeredBy": "arn:aws:iam::253053805092:root",
+  "tags": []
+}
diff --git a/.aws/task_definition_prod_worker.json b/.aws/task_definition_prod_worker.json
index 97bbdbe85..00308d053 100644
--- a/.aws/task_definition_prod_worker.json
+++ b/.aws/task_definition_prod_worker.json
@@ -1,100 +1,88 @@
 {
-    "taskDefinitionArn": "arn:aws:ecs:eu-west-3:253053805092:task-definition/quivr-prod-chat:71",
-    "containerDefinitions": [
+  "taskDefinitionArn": "arn:aws:ecs:eu-west-3:253053805092:task-definition/quivr-prod-chat:71",
+  "containerDefinitions": [
+    {
+      "name": "quivr-chat",
+      "image": "253053805092.dkr.ecr.eu-west-3.amazonaws.com/quivr:35bd4727c67790d295a474dd81dfbef8469365e8",
+      "cpu": 2048,
+      "memory": 4096,
+      "memoryReservation": 4096,
+      "portMappings": [],
+      "essential": true,
+      "command": ["celery", "-A", "celery_worker", "worker", "-l", "info"],
+      "environment": [],
+      "environmentFiles": [
         {
-            "name": "quivr-chat",
-            "image": "253053805092.dkr.ecr.eu-west-3.amazonaws.com/quivr:35bd4727c67790d295a474dd81dfbef8469365e8",
-            "cpu": 1024,
-            "memory": 2048,
-            "memoryReservation": 2048,
-            "portMappings": [],
-            "essential": true,
-            "command": [
-                "celery",
-                "-A",
-                "celery_worker",
-                "worker",
-                "-l",
-                "info"
-            ],
-            "environment": [],
-            "environmentFiles": [
-                {
-                    "value": "arn:aws:s3:::quivr-env-variables/production.env",
-                    "type": "s3"
-                }
-            ],
-            "mountPoints": [],
-            "volumesFrom": [],
-            "logConfiguration": {
-                "logDriver": "awslogs",
-                "options": {
-                    "awslogs-create-group": "true",
-                    "awslogs-group": "/ecs/quivr-production-chat",
-                    "awslogs-region": "eu-west-3",
-                    "awslogs-stream-prefix": "ecs"
-                },
-                "secretOptions": []
-            }
+          "value": "arn:aws:s3:::quivr-env-variables/production.env",
+          "type": "s3"
         }
-    ],
-    "family": "quivr-prod-chat",
-    "taskRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
-    "executionRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
-    "networkMode": "awsvpc",
-    "revision": 71,
-    "volumes": [],
-    "status": "ACTIVE",
-    "requiresAttributes": [
-        {
-            "name": "com.amazonaws.ecs.capability.logging-driver.awslogs"
+      ],
+      "mountPoints": [],
+      "volumesFrom": [],
+      "logConfiguration": {
+        "logDriver": "awslogs",
+        "options": {
+          "awslogs-create-group": "true",
+          "awslogs-group": "/ecs/quivr-production-chat",
+          "awslogs-region": "eu-west-3",
+          "awslogs-stream-prefix": "ecs"
         },
-        {
-            "name": "ecs.capability.execution-role-awslogs"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.ecr-auth"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.19"
-        },
-        {
-            "name": "ecs.capability.env-files.s3"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.21"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.task-iam-role"
-        },
-        {
-            "name": "ecs.capability.execution-role-ecr-pull"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.18"
-        },
-        {
-            "name": "ecs.capability.task-eni"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.29"
-        }
-    ],
-    "placementConstraints": [],
-    "compatibilities": [
-        "EC2",
-        "FARGATE"
-    ],
-    "requiresCompatibilities": [
-        "FARGATE"
-    ],
-    "cpu": "1024",
-    "memory": "2048",
-    "runtimePlatform": {
-        "cpuArchitecture": "X86_64",
-        "operatingSystemFamily": "LINUX"
+        "secretOptions": []
+      }
+    }
+  ],
+  "family": "quivr-prod-chat",
+  "taskRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
+  "executionRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
+  "networkMode": "awsvpc",
+  "revision": 71,
+  "volumes": [],
+  "status": "ACTIVE",
+  "requiresAttributes": [
+    {
+      "name": "com.amazonaws.ecs.capability.logging-driver.awslogs"
     },
-    "registeredAt": "2023-12-03T15:54:51.921Z",
-    "registeredBy": "arn:aws:iam::253053805092:root",
-    "tags": []
-}
\ No newline at end of file
+    {
+      "name": "ecs.capability.execution-role-awslogs"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.ecr-auth"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.19"
+    },
+    {
+      "name": "ecs.capability.env-files.s3"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.21"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.task-iam-role"
+    },
+    {
+      "name": "ecs.capability.execution-role-ecr-pull"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.18"
+    },
+    {
+      "name": "ecs.capability.task-eni"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.29"
+    }
+  ],
+  "placementConstraints": [],
+  "compatibilities": ["EC2", "FARGATE"],
+  "requiresCompatibilities": ["FARGATE"],
+  "cpu": "2048",
+  "memory": "4096",
+  "runtimePlatform": {
+    "cpuArchitecture": "X86_64",
+    "operatingSystemFamily": "LINUX"
+  },
+  "registeredAt": "2023-12-03T15:54:51.921Z",
+  "registeredBy": "arn:aws:iam::253053805092:root",
+  "tags": []
+}
diff --git a/.aws/task_definition_strapi.json b/.aws/task_definition_strapi.json
index e49d00e5d..40a02bc64 100644
--- a/.aws/task_definition_strapi.json
+++ b/.aws/task_definition_strapi.json
@@ -1,97 +1,92 @@
 {
-    "taskDefinitionArn": "arn:aws:ecs:eu-west-3:253053805092:task-definition/Strapi:1",
-    "containerDefinitions": [
+  "taskDefinitionArn": "arn:aws:ecs:eu-west-3:253053805092:task-definition/Strapi:1",
+  "containerDefinitions": [
+    {
+      "name": "strapi",
+      "image": "253053805092.dkr.ecr.eu-west-3.amazonaws.com/quivr-strapi",
+      "cpu": 1024,
+      "memory": 2048,
+      "portMappings": [
         {
-            "name": "strapi",
-            "image": "253053805092.dkr.ecr.eu-west-3.amazonaws.com/quivr-strapi",
-            "cpu": 512,
-            "memory": 2048,
-            "portMappings": [
-                {
-                    "name": "strapi-1337-tcp",
-                    "containerPort": 1337,
-                    "hostPort": 1337,
-                    "protocol": "tcp",
-                    "appProtocol": "http"
-                }
-            ],
-            "essential": true,
-            "environment": [],
-            "environmentFiles": [
-                {
-                    "value": "arn:aws:s3:::quivr-env-variables/strapi.env",
-                    "type": "s3"
-                }
-            ],
-            "mountPoints": [],
-            "volumesFrom": [],
-            "ulimits": [],
-            "logConfiguration": {
-                "logDriver": "awslogs",
-                "options": {
-                    "awslogs-create-group": "true",
-                    "awslogs-group": "/ecs/Strapi",
-                    "awslogs-region": "eu-west-3",
-                    "awslogs-stream-prefix": "ecs"
-                },
-                "secretOptions": []
-            }
+          "name": "strapi-1337-tcp",
+          "containerPort": 1337,
+          "hostPort": 1337,
+          "protocol": "tcp",
+          "appProtocol": "http"
         }
-    ],
-    "family": "Strapi",
-    "taskRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
-    "executionRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
-    "networkMode": "awsvpc",
-    "revision": 1,
-    "volumes": [],
-    "status": "ACTIVE",
-    "requiresAttributes": [
+      ],
+      "essential": true,
+      "environment": [],
+      "environmentFiles": [
         {
-            "name": "com.amazonaws.ecs.capability.logging-driver.awslogs"
-        },
-        {
-            "name": "ecs.capability.execution-role-awslogs"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.ecr-auth"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.19"
-        },
-        {
-            "name": "ecs.capability.env-files.s3"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.task-iam-role"
-        },
-        {
-            "name": "ecs.capability.execution-role-ecr-pull"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.18"
-        },
-        {
-            "name": "ecs.capability.task-eni"
-        },
-        {
-            "name": "com.amazonaws.ecs.capability.docker-remote-api.1.29"
+          "value": "arn:aws:s3:::quivr-env-variables/strapi.env",
+          "type": "s3"
         }
-    ],
-    "placementConstraints": [],
-    "compatibilities": [
-        "EC2",
-        "FARGATE"
-    ],
-    "requiresCompatibilities": [
-        "FARGATE"
-    ],
-    "cpu": "1024",
-    "memory": "2048",
-    "runtimePlatform": {
-        "cpuArchitecture": "X86_64",
-        "operatingSystemFamily": "LINUX"
+      ],
+      "mountPoints": [],
+      "volumesFrom": [],
+      "ulimits": [],
+      "logConfiguration": {
+        "logDriver": "awslogs",
+        "options": {
+          "awslogs-create-group": "true",
+          "awslogs-group": "/ecs/Strapi",
+          "awslogs-region": "eu-west-3",
+          "awslogs-stream-prefix": "ecs"
+        },
+        "secretOptions": []
+      }
+    }
+  ],
+  "family": "Strapi",
+  "taskRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
+  "executionRoleArn": "arn:aws:iam::253053805092:role/ecsTaskExecutionRole",
+  "networkMode": "awsvpc",
+  "revision": 1,
+  "volumes": [],
+  "status": "ACTIVE",
+  "requiresAttributes": [
+    {
+      "name": "com.amazonaws.ecs.capability.logging-driver.awslogs"
     },
-    "registeredAt": "2023-09-21T07:48:32.167Z",
-    "registeredBy": "arn:aws:iam::253053805092:root",
-    "tags": []
-}
\ No newline at end of file
+    {
+      "name": "ecs.capability.execution-role-awslogs"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.ecr-auth"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.19"
+    },
+    {
+      "name": "ecs.capability.env-files.s3"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.task-iam-role"
+    },
+    {
+      "name": "ecs.capability.execution-role-ecr-pull"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.18"
+    },
+    {
+      "name": "ecs.capability.task-eni"
+    },
+    {
+      "name": "com.amazonaws.ecs.capability.docker-remote-api.1.29"
+    }
+  ],
+  "placementConstraints": [],
+  "compatibilities": ["EC2", "FARGATE"],
+  "requiresCompatibilities": ["FARGATE"],
+  "cpu": "1024",
+  "memory": "2048",
+  "runtimePlatform": {
+    "cpuArchitecture": "X86_64",
+    "operatingSystemFamily": "LINUX"
+  },
+  "registeredAt": "2023-09-21T07:48:32.167Z",
+  "registeredBy": "arn:aws:iam::253053805092:root",
+  "tags": []
+}
diff --git a/backend/models/user_usage.py b/backend/models/user_usage.py
index b700d5fe5..af4f34f3d 100644
--- a/backend/models/user_usage.py
+++ b/backend/models/user_usage.py
@@ -71,7 +71,6 @@ class UserUsage(UserIdentity):
         current_requests_count = self.supabase_db.get_user_requests_count_for_month(
             self.id, date
         )
-        logger.info("🔥🔥🔥🔥🔥🔥🔥🔥")
         logger.info(current_requests_count)
         if current_requests_count == 0:
             logger.info("Request count is 0, creating new record")
diff --git a/backend/modules/chat/controller/chat/utils.py b/backend/modules/chat/controller/chat/utils.py
index 0e0978a84..c449368db 100644
--- a/backend/modules/chat/controller/chat/utils.py
+++ b/backend/modules/chat/controller/chat/utils.py
@@ -36,11 +36,6 @@ def check_user_requests_limit(user: UserIdentity, model: str):
     models_price = userDailyUsage.get_model_settings()
     user_choosen_model_price = 1000
 
-    # Log all info
-    logger.info(
-        f"User {user.id} with email {user.email} has {monthly_chat_credit} monthly chat credit and has used {daily_user_count} requests today."
-    )
-    logger.info("🔥🔥")
     for model_setting in models_price:
         if model_setting["name"] == model:
             user_choosen_model_price = model_setting["price"]
diff --git a/backend/repository/files/list_files.py b/backend/repository/files/list_files.py
index fbd3e9af9..405d10e2a 100644
--- a/backend/repository/files/list_files.py
+++ b/backend/repository/files/list_files.py
@@ -11,7 +11,6 @@ def list_files_from_storage(path):
 
     try:
         response = supabase_client.storage.from_("quivr").list(path)
-        logger.info("RESPONSE", response)
         return response
     except Exception as e:
         logger.error(e)
diff --git a/backend/vectorstore/supabase.py b/backend/vectorstore/supabase.py
index d77230a6e..e303cbc2a 100644
--- a/backend/vectorstore/supabase.py
+++ b/backend/vectorstore/supabase.py
@@ -37,7 +37,6 @@ class CustomSupabaseVectorStore(SupabaseVectorStore):
     ) -> [dict]:
         vectors = self._embedding.embed_documents([query])
         query_embedding = vectors[0]
-        logger.info("🤯🤯")
 
         res = self._client.rpc(
             table,