diff --git a/charts/airflow/README.md b/charts/airflow/README.md
index 630f26c..a04ee5b 100644
--- a/charts/airflow/README.md
+++ b/charts/airflow/README.md
@@ -1,6 +1,6 @@
 # airflow
 
-![Version: 0.0.1](https://img.shields.io/badge/Version-0.0.1-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 2.10.3](https://img.shields.io/badge/AppVersion-2.10.3-informational?style=flat-square)
+![Version: 0.0.2](https://img.shields.io/badge/Version-0.0.2-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 2.10.3](https://img.shields.io/badge/AppVersion-2.10.3-informational?style=flat-square)
 
 Apache Airflow is a tool to express and execute workflows as directed acyclic graphs (DAGs). It includes utilities to schedule tasks, monitor task progress and handle task dependencies.
 
diff --git a/charts/argilla/README.md b/charts/argilla/README.md
index cbd49f3..c56997a 100644
--- a/charts/argilla/README.md
+++ b/charts/argilla/README.md
@@ -1,6 +1,6 @@
 # argilla
 
-![Version: 1.0.1](https://img.shields.io/badge/Version-1.0.1-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 2.3.0](https://img.shields.io/badge/AppVersion-2.3.0-informational?style=flat-square)
+![Version: 1.0.2](https://img.shields.io/badge/Version-1.0.2-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 2.3.0](https://img.shields.io/badge/AppVersion-2.3.0-informational?style=flat-square)
 
 Argilla is a data annotation and curation platform designed to streamline the process of creating, managing, and labeling datasets for machine learning and natural language processing (NLP) tasks
 
diff --git a/charts/argo-cd/README.md b/charts/argo-cd/README.md
index 42ae2f2..1243555 100644
--- a/charts/argo-cd/README.md
+++ b/charts/argo-cd/README.md
@@ -1,6 +1,6 @@
 # argo-cd
 
-![Version: 1.0.2](https://img.shields.io/badge/Version-1.0.2-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 1](https://img.shields.io/badge/AppVersion-1-informational?style=flat-square)
+![Version: 1.0.3](https://img.shields.io/badge/Version-1.0.3-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 1](https://img.shields.io/badge/AppVersion-1-informational?style=flat-square)
 
 Argo CD is a declarative, GitOps continuous delivery tool for Kubernetes.
 
diff --git a/charts/argo-workflows/README.md b/charts/argo-workflows/README.md
index ba39118..de1f977 100644
--- a/charts/argo-workflows/README.md
+++ b/charts/argo-workflows/README.md
@@ -1,6 +1,6 @@
 # argo-workflows
 
-![Version: 1.0.3](https://img.shields.io/badge/Version-1.0.3-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 1](https://img.shields.io/badge/AppVersion-1-informational?style=flat-square)
+![Version: 1.0.4](https://img.shields.io/badge/Version-1.0.4-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 1](https://img.shields.io/badge/AppVersion-1-informational?style=flat-square)
 
 Argo Workflows is an open source container-native workflow engine for orchestrating parallel jobs on Kubernetes.
 
diff --git a/charts/label-studio/README.md b/charts/label-studio/README.md
index 0fbbfea..2ac79f0 100644
--- a/charts/label-studio/README.md
+++ b/charts/label-studio/README.md
@@ -1,6 +1,6 @@
 # label-studio
 
-![Version: 3.0.4](https://img.shields.io/badge/Version-3.0.4-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square)
+![Version: 3.0.5](https://img.shields.io/badge/Version-3.0.5-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square)
 
 Data Science starts with data. Label Studio removes the pain of labeling it.
 
diff --git a/charts/metaflow/README.md b/charts/metaflow/README.md
index 85911d2..c225e3f 100644
--- a/charts/metaflow/README.md
+++ b/charts/metaflow/README.md
@@ -1,6 +1,6 @@
 # metaflow
 
-![Version: 1.0.0](https://img.shields.io/badge/Version-1.0.0-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square)
+![Version: 1.0.1](https://img.shields.io/badge/Version-1.0.1-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square)
 
 Metaflow is a human-friendly Python/R library that helps scientists and engineers build and manage real-life data science projects.
 
@@ -29,7 +29,7 @@ Metaflow is a human-friendly Python/R library that helps scientists and engineer
 | autoscaling.targetCPUUtilizationPercentage | int | `80` |  |
 | dbMigrations.onlyIfDbEmpty | bool | `true` |  |
 | dbMigrations.runOnStart | bool | `true` |  |
-| discoverable.allow | bool | `true` |  |
+| discovery.enabled | bool | `true` |  |
 | env | list | `[]` |  |
 | envFrom | list | `[]` |  |
 | fullnameOverride | string | `""` |  |
diff --git a/charts/mlflow/README.md b/charts/mlflow/README.md
index 0c939e3..8edb5e5 100644
--- a/charts/mlflow/README.md
+++ b/charts/mlflow/README.md
@@ -1,6 +1,6 @@
 # mlflow
 
-![Version: 2.0.0](https://img.shields.io/badge/Version-2.0.0-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square)
+![Version: 2.0.1](https://img.shields.io/badge/Version-2.0.1-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square)
 
 MLflow is an open source platform to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry.
 
@@ -27,7 +27,7 @@ MLflow is an open source platform to manage the ML lifecycle, including experime
 | autoscaling.maxReplicas | int | `100` |  |
 | autoscaling.minReplicas | int | `1` |  |
 | autoscaling.targetCPUUtilizationPercentage | int | `80` |  |
-| discoverable.allow | bool | `true` |  |
+| discovery.enabled | bool | `true` |  |
 | fullnameOverride | string | `""` |  |
 | imagePullSecrets | list | `[]` |  |
 | ingress.annotations | list | `[]` |  |
@@ -37,7 +37,6 @@ MLflow is an open source platform to manage the ML lifecycle, including experime
 | ingress.ingressClassName | string | `""` |  |
 | ingress.tls | bool | `true` |  |
 | ingress.useCertManager | bool | `false` |  |
-| liveness.enabled | string | `"true"` |  |
 | nameOverride | string | `""` |  |
 | networkPolicy.enabled | bool | `false` |  |
 | networking.service.port | int | `80` |  |
@@ -57,7 +56,6 @@ MLflow is an open source platform to manage the ML lifecycle, including experime
 | postgresql.primary.resources.limits.memory | string | `"2000Mi"` |  |
 | postgresql.primary.resources.requests.cpu | string | `"250m"` |  |
 | postgresql.primary.resources.requests.memory | string | `"256Mi"` |  |
-| readiness.enabled | string | `"true"` |  |
 | replicaCount | int | `1` |  |
 | resources | object | `{}` |  |
 | resources_init.limits.cpu | string | `"100m"` |  |
@@ -90,7 +88,7 @@ MLflow is an open source platform to manage the ML lifecycle, including experime
 | service.image.custom.enabled | bool | `false` |  |
 | service.image.custom.version | string | `""` |  |
 | service.image.pullPolicy | string | `"IfNotPresent"` |  |
-| service.image.version | string | `""` |  |
+| service.image.version | string | `"inseefrlab/mlflow:v2.11.3"` |  |
 | service.proxyArtifact.enabled | bool | `true` |  |
 | tolerations | list | `[]` |  |
 
diff --git a/charts/yatai/README.md b/charts/yatai/README.md
index f921f90..adab16c 100644
--- a/charts/yatai/README.md
+++ b/charts/yatai/README.md
@@ -1,6 +1,6 @@
 # yatai
 
-![Version: 2.0.0](https://img.shields.io/badge/Version-2.0.0-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square)
+![Version: 2.0.1](https://img.shields.io/badge/Version-2.0.1-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square)
 
 Yatai lets you deploy, operate and scale Machine Learning services on Kubernetes.