diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md
index b97326e6f..564734d53 100644
--- a/docs/CONTRIBUTING.md
+++ b/docs/CONTRIBUTING.md
@@ -12,7 +12,7 @@
     pip install -e ".[dev]"
     ```
 
-- Install [pre-commit](https://pre-commit.com/) and then activate its hooks. pre-commit is a framework for managing and maintaining multi-language pre-commit hooks. The Feature Store uses pre-commit to ensure code-style and code formatting through [ruff](https://docs.astral.sh/ruff/). Run the following commands from the `python` directory:
+- Install [pre-commit](https://pre-commit.com/) and then activate its hooks. pre-commit is a framework for managing and maintaining multi-language pre-commit hooks. The library uses pre-commit to ensure code-style and code formatting through [ruff](https://docs.astral.sh/ruff/). Run the following commands from the `python` directory:
 
   ```bash
   cd python
diff --git a/hsfs/docs/assets/images/hopsworks-logo.png b/docs/assets/images/hopsworks-logo.png
similarity index 100%
rename from hsfs/docs/assets/images/hopsworks-logo.png
rename to docs/assets/images/hopsworks-logo.png
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 000000000..162c95f97
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,130 @@
+# Hopsworks Client
+
+<p align="center">
+  <a href="https://community.hopsworks.ai"><img
+    src="https://img.shields.io/discourse/users?label=Hopsworks%20Community&server=https%3A%2F%2Fcommunity.hopsworks.ai"
+    alt="Hopsworks Community"
+  /></a>
+    <a href="https://docs.hopsworks.ai"><img
+    src="https://img.shields.io/badge/docs-HOPSWORKS-orange"
+    alt="Hopsworks Documentation"
+  /></a>
+  <a><img
+    src="https://img.shields.io/badge/python-3.8+-blue"
+    alt="python"
+  /></a>
+  <a href="https://pypi.org/project/hopsworks/"><img
+    src="https://img.shields.io/pypi/v/hopsworks?color=blue"
+    alt="PyPiStatus"
+  /></a>
+  <a href="https://pepy.tech/project/hopsworks/month"><img
+    src="https://pepy.tech/badge/hopsworks/month"
+    alt="Downloads"
+  /></a>
+  <a href=https://github.com/astral-sh/ruff><img
+    src="https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json"
+    alt="Ruff"
+  /></a>
+  <a><img
+    src="https://img.shields.io/pypi/l/hopsworks?color=green"
+    alt="License"
+  /></a>
+</p>
+
+*hopsworks* is the python API for interacting with a Hopsworks cluster. Don't have a Hopsworks cluster just yet? Register an account on [Hopsworks Serverless](https://app.hopsworks.ai/) and get started for free. Once connected to your project, you can:
+  - Insert dataframes into the online or offline Store, create training datasets or *serve real-time* feature vectors in the Feature Store via the [Feature Store API](https://github.com/logicalclocks/feature-store-api). Already have data somewhere you want to import, checkout our [Storage Connectors](https://docs.hopsworks.ai/latest/user_guides/fs/storage_connector/) documentation.
+  - register ML models in the model registry and *deploy* them via model serving via the [Machine Learning API](https://gitub.com/logicalclocks/machine-learning-api).
+  - manage environments, executions, kafka topics and more once you deploy your own Hopsworks cluster, either on-prem or in the cloud. Hopsworks is open-source and has its own [Community Edition](https://github.com/logicalclocks/hopsworks).
+
+Our [tutorials](https://github.com/logicalclocks/hopsworks-tutorials) cover a wide range of use cases and example of what *you* can build using Hopsworks.
+
+## Getting Started On Hopsworks
+
+Once you created a project on [Hopsworks Serverless](https://app.hopsworks.ai) and created a new [Api Key](https://docs.hopsworks.ai/latest/user_guides/projects/api_key/create_api_key/), just use your favourite virtualenv and package manager to install the library:
+
+```bash
+pip install hopsworks
+```
+
+Fire up a notebook and connect to your project, you will be prompted to enter your newly created API key:
+```python
+import hopsworks
+
+project = hopsworks.login()
+```
+
+Access the Feature Store of your project to use as a central repository for your feature data. Use *your* favourite data engineering library (pandas, polars, Spark, etc...) to insert data into the Feature Store, create training datasets or serve real-time feature vectors. Want to predict likelyhood of e-scooter accidents in real-time? Here's how you can do it:
+
+```python
+fs = project.get_feature_store()
+
+# Write to Feature Groups
+bike_ride_fg = fs.get_or_create_feature_group(
+  name="bike_rides", 
+  version=1, 
+  primary_key=["ride_id"], 
+  event_time="activation_time",
+  online_enabled=True,
+)
+
+fg.insert(bike_rides_df)
+
+# Read from Feature Views
+profile_fg = fs.get_feature_group("user_profile", version=1)
+
+bike_ride_fv = fs.get_or_create_feature_view(
+  name="bike_rides_view", 
+  version=1, 
+  query=bike_ride_fg.select_except(["ride_id"]).join(profile_fg.select(["age", "has_license"]), on="user_id")
+)
+
+bike_rides_Q1_2021_df = bike_ride_fv.get_batch_data(
+  start_date="2021-01-01", 
+  end_date="2021-01-31"
+)
+
+# Create a training dataset
+version, job = bike_ride_fv.create_train_test_split(
+    test_size=0.2,
+    description='Description of a dataset',
+    # you can have different data formats such as csv, tsv, tfrecord, parquet and others
+    data_format='csv'
+)
+
+# Predict the probability of accident in real-time using new data + context data
+bike_ride_fv.init_serving()
+
+while True:
+    new_ride_vector = poll_ride_queue()
+    feature_vector = bike_ride_fv.get_online_feature_vector(
+      {"user_id": new_ride_vector["user_id"]}, 
+      passed_features=new_ride_vector
+    )
+    accident_probability = model.predict(feature_vector)
+```
+
+Or you can use the Machine Learning API to register models and deploy them for serving:
+```python
+mr = project.get_model_registry()
+# or
+ms = project.get_model_serving()
+```
+
+## Tutorials
+
+Need more inspiration or want to learn more about the Hopsworks platform? Check out our [tutorials](https://github.com/logicalclocks/hopsworks-tutorials). 
+
+## Documentation
+
+Documentation is available at [Hopsworks Documentation](https://docs.hopsworks.ai/).
+
+## Issues
+
+For general questions about the usage of Hopsworks and the Feature Store please open a topic on [Hopsworks Community](https://community.hopsworks.ai/).
+
+Please report any issue using [Github issue tracking](https://github.com/logicalclocks/hopsworks-api/issues).
+
+## Contributing
+
+If you would like to contribute to this library, please see the [Contribution Guidelines](CONTRIBUTING.md).
+
diff --git a/hsfs/docs/CONTRIBUTING.md b/hsfs/docs/CONTRIBUTING.md
deleted file mode 100644
index 0df3de08e..000000000
--- a/hsfs/docs/CONTRIBUTING.md
+++ /dev/null
@@ -1,220 +0,0 @@
-## Python development setup
-
----
-
-- Fork and clone the repository
-
-- Create a new Python environment with your favourite environment manager (e.g. virtualenv or conda) and Python 3.9 (newer versions will return a library conflict in `auto_doc.py`)
-
-- Install repository in editable mode with development dependencies:
-
-  ```bash
-  cd python
-  pip install -e ".[python,dev]"
-  ```
-
-- Install [pre-commit](https://pre-commit.com/) and then activate its hooks. pre-commit is a framework for managing and maintaining multi-language pre-commit hooks. The Feature Store uses pre-commit to ensure code-style and code formatting through [ruff](https://docs.astral.sh/ruff/). Run the following commands from the `python` directory:
-
-  ```bash
-  cd python
-  pip install --user pre-commit
-  pre-commit install
-  ```
-
-  Afterwards, pre-commit will run whenever you commit.
-
-- To run formatting and code-style separately, you can configure your IDE, such as VSCode, to use `ruff`, or run it via the command line:
-
-  ```bash
-  # linting
-  ruff check python --fix
-  # formatting
-  ruff format python
-  ```
-
-### Python documentation
-
-We follow a few best practices for writing the Python documentation:
-
-1. Use the google docstring style:
-
-   ```python
-   """[One Line Summary]
-
-   [Extended Summary]
-
-   [!!! example
-       import xyz
-   ]
-
-   # Arguments
-       arg1: Type[, optional]. Description[, defaults to `default`]
-       arg2: Type[, optional]. Description[, defaults to `default`]
-
-   # Returns
-       Type. Description.
-
-   # Raises
-       Exception. Description.
-   """
-   ```
-
-   If Python 3 type annotations are used, they are inserted automatically.
-
-2. Feature store entity engine methods (e.g. FeatureGroupEngine etc.) only require a single line docstring.
-3. REST Api implementations (e.g. FeatureGroupApi etc.) should be fully documented with docstrings without defaults.
-4. Public Api such as metadata objects should be fully documented with defaults.
-
-#### Setup and Build Documentation
-
-We use `mkdocs` together with `mike` ([for versioning](https://github.com/jimporter/mike/)) to build the documentation and a plugin called `keras-autodoc` to auto generate Python API documentation from docstrings.
-
-**Background about `mike`:**
-`mike` builds the documentation and commits it as a new directory to the gh-pages branch. Each directory corresponds to one version of the documentation. Additionally, `mike` maintains a json in the root of gh-pages with the mappings of versions/aliases for each of the directories available. With aliases you can define extra names like `dev` or `latest`, to indicate stable and unstable releases.
-
-1. Currently we are using our own version of `keras-autodoc`
-
-   ```bash
-   pip install git+https://github.com/logicalclocks/keras-autodoc
-   ```
-
-2. Install HSFS with `docs` extras:
-
-   ```bash
-   pip install -e ".[python,dev]" && pip install -r ../requirements-docs.txt
-   ```
-
-3. To build the docs, first run the auto doc script:
-
-   ```bash
-   cd ..
-   python auto_doc.py
-   ```
-
-##### Option 1: Build only current version of docs
-
-4. Either build the docs, or serve them dynamically:
-
-   Note: Links and pictures might not resolve properly later on when checking with this build.
-   The reason for that is that the docs are deployed with versioning on docs.hopsworks.ai and
-   therefore another level is added to all paths, e.g. `docs.hopsworks.ai/[version-or-alias]`.
-   Using relative links should not be affected by this, however, building the docs with version
-   (Option 2) is recommended.
-
-   ```bash
-   mkdocs build
-   # or
-   mkdocs serve
-   ```
-
-##### Option 2 (Preferred): Build multi-version doc with `mike`
-
-###### Versioning on docs.hopsworks.ai
-
-On docs.hopsworks.ai we implement the following versioning scheme:
-
-- current master branches (e.g. of hsfs corresponding to master of Hopsworks): rendered as current Hopsworks snapshot version, e.g. **2.2.0-SNAPSHOT [dev]**, where `dev` is an alias to indicate that this is an unstable version.
-- the latest release: rendered with full current version, e.g. **2.1.5 [latest]** with `latest` alias to indicate that this is the latest stable release.
-- previous stable releases: rendered without alias, e.g. **2.1.4**.
-
-###### Build Instructions
-
-4.  For this you can either checkout and make a local copy of the `upstream/gh-pages` branch, where `mike` maintains the current state of docs.hopsworks.ai, or just build documentation for the branch you are updating:
-
-    Building _one_ branch:
-
-    Checkout your dev branch with modified docs:
-
-    ```bash
-    git checkout [dev-branch]
-    ```
-
-    Generate API docs if necessary:
-
-    ```bash
-    python auto_doc.py
-    ```
-
-    Build docs with a version and alias
-
-    ```bash
-    mike deploy [version] [alias] --update-alias
-
-    # for example, if you are updating documentation to be merged to master,
-    # which will become the new SNAPSHOT version:
-    mike deploy 2.2.0-SNAPSHOT dev --update-alias
-
-    # if you are updating docs of the latest stable release branch
-    mike deploy [version] latest --update-alias
-
-    # if you are updating docs of a previous stable release branch
-    mike deploy [version]
-    ```
-
-    If no gh-pages branch existed in your local repository, this will have created it.
-
-    **Important**: If no previous docs were built, you will have to choose a version as default to be loaded as index, as follows
-
-    ```bash
-    mike set-default [version-or-alias]
-    ```
-
-    You can now checkout the gh-pages branch and serve:
-
-    ```bash
-    git checkout gh-pages
-    mike serve
-    ```
-
-    You can also list all available versions/aliases:
-
-    ```bash
-    mike list
-    ```
-
-    Delete and reset your local gh-pages branch:
-
-    ```bash
-    mike delete --all
-
-    # or delete single version
-    mike delete [version-or-alias]
-    ```
-
-#### Adding new API documentation
-
-To add new documentation for APIs, you need to add information about the method/class to document to the `auto_doc.py` script:
-
-```python
-PAGES = {
-    "connection.md": [
-        "hsfs.connection.Connection.connection"
-    ]
-    "new_template.md": [
-            "module",
-            "xyz.asd"
-    ]
-}
-```
-
-Now you can add a template markdown file to the `docs/templates` directory with the name you specified in the auto-doc script. The `new_template.md` file should contain a tag to identify the place at which the API documentation should be inserted:
-
-````
-## The XYZ package
-
-{{module}}
-
-Some extra content here.
-
-!!! example
-    ```python
-    import xyz
-    ```
-
-{{xyz.asd}}
-````
-
-Finally, run the `auto_doc.py` script, as decribed above, to update the documentation.
-
-For information about Markdown syntax and possible Admonitions/Highlighting etc. see
-the [Material for Mkdocs themes reference documentation](https://squidfunk.github.io/mkdocs-material/reference/abbreviations/).
diff --git a/hsfs/docs/assets/images/favicon.ico b/hsfs/docs/assets/images/favicon.ico
deleted file mode 100644
index ab7573067..000000000
Binary files a/hsfs/docs/assets/images/favicon.ico and /dev/null differ
diff --git a/hsfs/docs/assets/images/hops-logo.png b/hsfs/docs/assets/images/hops-logo.png
deleted file mode 100644
index d3625ae07..000000000
Binary files a/hsfs/docs/assets/images/hops-logo.png and /dev/null differ
diff --git a/hsfs/docs/css/custom.css b/hsfs/docs/css/custom.css
deleted file mode 100644
index 45f87459a..000000000
--- a/hsfs/docs/css/custom.css
+++ /dev/null
@@ -1,114 +0,0 @@
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-  --md-primary-fg-color: #1EB382;
-  --md-secondary-fg-color: #188a64;
-  --md-tertiary-fg-color: #0d493550;
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-
-.md-footer__inner:not([hidden]) {
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-.svg_topnav{
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-  filter: invert(100);
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-.svg_topnav:hover{
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-  filter: invert(10);
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-.md-header[data-md-state=shadow] {
-  box-shadow: 0 0 0 0;
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-.md-tabs__item {
-  min-width: 2.25rem;
-  min-height: 1.5rem;
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-
-.md-tabs__item:hover {
-  background-color: var(--md-tertiary-fg-color);
-  transition: background-color 450ms;
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-
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-.md-sidebar__scrollwrap{
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-  padding: 15px 5px 5px 5px;
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-.md-nav__link:focus{
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-
-.image_logo_02{
-  width:450px;
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-
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-.md-tabs {
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-  color: var(--md-primary-bg-color);
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-
-.wrapper {
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-  grid-template-columns: repeat(4, 1fr);
-  gap: 10px;
-  grid-auto-rows: minmax(100px, auto);
-}
-
-.wrapper * {
-    border: 2px solid green;
-    text-align: center;
-    padding: 70px 0;
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-
-.one {
-  grid-column: 1 / 2;
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-.two {
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-.three {
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-.five {
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-  grid-row: 2;
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-.six {
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-  grid-row: 2;
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-
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-.jupyter-wrapper .jp-CodeCell .jp-Cell-inputWrapper .jp-InputPrompt {
-  display: none !important;
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diff --git a/hsfs/docs/css/dropdown.css b/hsfs/docs/css/dropdown.css
deleted file mode 100644
index 531f7b10d..000000000
--- a/hsfs/docs/css/dropdown.css
+++ /dev/null
@@ -1,55 +0,0 @@
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-.dropbtn {
-  color: white;
-  border: none;
-  cursor: pointer;
-}
-
-.md-tabs__list {
-  contain: inherit;
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-
-.md-tabs {
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-
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-.dropdown {
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-  display: inline-block;
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-
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-.dropdown-content {
-  display: none;
-  font-size: 13px;
-  position: absolute;
-  background-color: #f9f9f9;
-  min-width: 160px;
-  box-shadow: 0px 8px 16px 0px rgba(0, 0, 0, 0.2);
-  z-index: 1000;
-  border-radius: 2px;
-  left: -15px;
-}
-
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-.dropdown-content a {
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-
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-.dropdown-content a:hover {
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-.dropdown:hover .dropdown-content {
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-.dropdown:hover .dropbtn {}
\ No newline at end of file
diff --git a/hsfs/docs/css/marctech.css b/hsfs/docs/css/marctech.css
deleted file mode 100644
index 8bb58c97b..000000000
--- a/hsfs/docs/css/marctech.css
+++ /dev/null
@@ -1,1047 +0,0 @@
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-    --border-radius-variable: 5px;
-    --border-width:1px;
-  }
-
-  .marctech_main a{
-    color: var(--md-fiftuary-fg-color);
-    border-bottom: 1px dotted var(--md-fiftuary-fg-color) !important;
-    text-decoration: dotted !important;}
-
-  .marctech_main a:hover{
-    border-bottom: 1px dotted var(--md-primary-fg-color)!important;
-  }
-
-  .marctech_main a:visited{
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-    border-bottom: 1px dotted var(--md-tertiary-fg-color) !important;
-
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-
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-
-  .enterprise_ai {
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-    align-self: center;
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-    -webkit-flex: 1;
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-
-  .side-content {
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-    display: flex;
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-    -webkit-box-align: center;
-    -webkit-align-items: center;
-    -ms-flex-align: center;
-    align-items: center;
-    -webkit-align-content: flex-start;
-    -ms-flex-line-pack: start;
-    align-content: flex-start;
-    border-style: solid;
-    border-width: var(--border-width);
-    border-color: #585858;
-    border-radius: 10px;
-    background-color:var(--md-quaternary-fg-color);
-  }
-  .body {
-    padding: 40px;
-    font-family: Roboto, sans-serif;
-  }
-
-  .green {
-    color: #1eb182;
-    font-size: 1.2vw;
-  }
-
-  .rec_frame {
-    position: relative;
-    z-index: 1;
-    display: inline-block;
-    min-width: 150px;
-    margin-top: 10px;
-    margin-right: 10px;
-    margin-left: 10px;
-    padding: 10px 10px;
-    border-style: solid;
-    border-width: var(--border-width);
-    border-color: #585858;
-    border-radius: 10px;
-    background-color: #fff;
-    box-shadow: 4px 4px 0 0 rgba(88, 88, 88, 0.16);
-    -webkit-transition: box-shadow 200ms ease, border-color 200ms ease;
-    transition: box-shadow 200ms ease, border-color 200ms ease;
-    color: #585858;
-    text-align: center;
-    cursor: pointer;
-  }
-
-  .rec_frame:hover {
-    border-color: #c2c2c2;
-    box-shadow: none;
-  }
-
-  .name_item {
-    font-size: 0.7rem;
-    line-height: 120%;
-    font-weight: 700;
-  }
-
-  .name_item.db {
-    position: relative;
-    z-index: 3;
-    text-align: left;
-  }
-
-  .name_item.small {
-    font-size: 0.6rem;
-    font-weight: 500;
-  }
-
-  .name_item.ingrey {
-    padding-bottom: 20px;
-  }
-
-  .db_frame-mid {
-    position: relative;
-    z-index: 1;
-    margin-top: -8px;
-    padding: 5px 2px;
-    border-style: solid;
-    border-width: var(--border-width);
-    border-color: #585858;
-    border-radius: 0px 0% 50% 50%;
-    background-color: #fff;
-    color: #585858;
-    text-align: center;
-  }
-
-  .db_frame-top {
-    position: relative;
-    z-index: 2;
-    padding: 5px 2px;
-    border-style: solid;
-    border-width: var(--border-width);
-    border-color: #585858;
-    border-radius: 50%;
-    background-color: #fff;
-    color: #585858;
-    text-align: center;
-  }
-
-  .icondb {
-    position: relative;
-    width: 25px;
-    min-width: 25px;
-    margin-right: 10px;
-  }
-
-  .db_frame {
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    width: 150px;
-    height: 55px;
-    padding: 20px 10px;
-    -webkit-box-align: center;
-    -webkit-align-items: center;
-    -ms-flex-align: center;
-    align-items: center;
-    border-style: solid;
-    border-width: var(--border-width);
-    border-color: #585858;
-    border-radius: 10px;
-    background-color: #fff;
-    box-shadow: 4px 4px 0 0 rgba(88, 88, 88, 0.16);
-    -webkit-transition: box-shadow 200ms ease, border-color 200ms ease;
-    transition: box-shadow 200ms ease, border-color 200ms ease;
-    color: #585858;
-    text-align: center;
-    cursor: pointer;
-  }
-
-  .db_frame:hover {
-    border-color: #c2c2c2;
-    box-shadow: none;
-  }
-
-  .grid {
-    -ms-grid-rows: auto auto auto;
-    grid-template-rows: auto auto auto;
-  }
-
-  .arrowdown {
-    position: relative;
-    z-index: 0;
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    margin-top: -10px;
-    -webkit-box-pack: center;
-    -webkit-justify-content: center;
-    -ms-flex-pack: center;
-    justify-content: center;
-  }
-
-  .heading_MT {
-    margin-top: 0px !important;
-    margin-bottom: 0px !important;
-    font-size: 1.3rem !important;
-    white-space: nowrap !important;
-  }
-
-  .head_col {
-    padding-left: 10px;
-  }
-
-  .MT_heading3 {
-    margin-top: 0px !important ;
-    font-size: 0.8rem !important;
-  }
-
-  .MT_heading3.green {
-    color: #1eb182 !important;
-  }
-
-  .column_sides {
-    position: relative;
-    z-index: 2;
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    -webkit-box-orient: vertical;
-    -webkit-box-direction: normal;
-    -webkit-flex-direction: column;
-    -ms-flex-direction: column;
-    flex-direction: column;
-    -webkit-box-pack: justify;
-    -webkit-justify-content: space-between;
-    -ms-flex-pack: justify;
-    justify-content: space-between;
-    -webkit-box-align: center;
-    -webkit-align-items: center;
-    -ms-flex-align: center;
-    align-items: center;
-  }
-
-  .hopsicon {
-    width: 45px;
-    height: 45px;
-  }
-
-  .column_center {
-    z-index: 10;
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    -webkit-box-orient: vertical;
-    -webkit-box-direction: normal;
-    -webkit-flex-direction: column;
-    -ms-flex-direction: column;
-    flex-direction: column;
-    -webkit-box-pack: center;
-    -webkit-justify-content: center;
-    -ms-flex-pack: center;
-    justify-content: center;
-    -webkit-box-align: center;
-    -webkit-align-items: center;
-    -ms-flex-align: center;
-    align-items: center;
-  }
-
-  .center-content {
-    z-index: -50;
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    width: 750px;
-    height: 670px;
-    margin-top: 10px;
-    margin-bottom: 10px;
-    padding: 20px 10px;
-    -webkit-box-orient: vertical;
-    -webkit-box-direction: normal;
-    -webkit-flex-direction: column;
-    -ms-flex-direction: column;
-    flex-direction: column;
-    -webkit-box-pack: center;
-    -webkit-justify-content: center;
-    -ms-flex-pack: center;
-    justify-content: center;
-    -webkit-box-align: center;
-    -webkit-align-items: center;
-    -ms-flex-align: center;
-    align-items: center;
-    -webkit-align-content: center;
-    -ms-flex-line-pack: center;
-    align-content: center;
-    border-radius: 10px;
-    background-color: transparent;
-  }
-
-  .image {
-    width: 260px;
-  }
-
-  .layer_01 {
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    -webkit-box-orient: vertical;
-    -webkit-box-direction: normal;
-    -webkit-flex-direction: column;
-    -ms-flex-direction: column;
-    flex-direction: column;
-    -webkit-box-pack: center;
-    -webkit-justify-content: center;
-    -ms-flex-pack: center;
-    justify-content: center;
-    -webkit-box-align: stretch;
-    -webkit-align-items: stretch;
-    -ms-flex-align: stretch;
-    align-items: stretch;
-  }
-
-  .name_center {
-    font-size: 1rem;
-    font-weight: 700;
-  }
-
-  .rec_frame_main {
-    position: relative;
-    z-index: 1;
-    margin-top: 10px;
-    margin-right: 10px;
-    margin-left: 10px;
-    padding: 5px 10px;
-    border-style: solid;
-    border-width: var(--border-width);
-    border-color: #1eb182;
-    border-radius: 10px;
-    background-color: #e6fdf6;
-    box-shadow: 4px 4px 0 0 #dcf7ee;
-    -webkit-transition: box-shadow 200ms ease, border-color 200ms ease;
-    transition: box-shadow 200ms ease, border-color 200ms ease;
-    color: #1eb182;
-    text-align: center;
-    cursor: pointer;
-  }
-
-  .rec_frame_main:hover {
-    border-color: #9fecd4;
-    box-shadow: none;
-  }
-
-  .rec_frame_main.no_content {
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    height: 100%;
-    -webkit-box-orient: vertical;
-    -webkit-box-direction: normal;
-    -webkit-flex-direction: column;
-    -ms-flex-direction: column;
-    flex-direction: column;
-    -webkit-box-pack: center;
-    -webkit-justify-content: center;
-    -ms-flex-pack: center;
-    justify-content: center;
-    -webkit-box-align: center;
-    -webkit-align-items: center;
-    -ms-flex-align: center;
-    align-items: center;
-    box-shadow: 4px 4px 0 0 #dcf7ee;
-  }
-
-  .rec_frame_main.no_content:hover {
-    border-color: #1eb182;
-    box-shadow: 4px 4px 0 0 rgba(88, 88, 88, 0.16);
-  }
-
-  .name_item_02 {
-    font-size: 0.85rem;
-    font-weight: 700;
-  }
-
-  .grid-infra {
-    padding-top: 20px;
-    -ms-grid-columns: 1fr 1fr 1fr 1fr;
-    grid-template-columns: 1fr 1fr 1fr 1fr;
-    -ms-grid-rows: auto;
-    grid-template-rows: auto;
-  }
-
-  .rec_frame_main-white {
-    position: relative;
-    z-index: 1;
-    display: inline-block;
-    width: 100%;
-    margin-top: 10px;
-    margin-bottom: 10px;
-    padding: 5px 10px;
-    border-style: solid;
-    border-width: var(--border-width);
-    border-color: #1eb182;
-    border-radius: 10px;
-    background-color: #fff;
-    box-shadow: 4px 4px 0 0 rgba(88, 88, 88, 0.16);
-    -webkit-transition: box-shadow 200ms ease, border-color 200ms ease;
-    transition: box-shadow 200ms ease, border-color 200ms ease;
-    color: #1eb182;
-    text-align: center;
-    cursor: pointer;
-  }
-
-  .rec_frame_main-white:hover {
-    border-color: #c2c2c2;
-    box-shadow: none;
-  }
-
-  .rec_frame_main-white.dotted {
-    border-style: dotted;
-  }
-
-  .column {
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    -webkit-box-orient: vertical;
-    -webkit-box-direction: normal;
-    -webkit-flex-direction: column;
-    -ms-flex-direction: column;
-    flex-direction: column;
-    -webkit-box-pack: justify;
-    -webkit-justify-content: space-between;
-    -ms-flex-pack: justify;
-    justify-content: space-between;
-    -webkit-box-align: stretch;
-    -webkit-align-items: stretch;
-    -ms-flex-align: stretch;
-    align-items: stretch;
-  }
-
-  .columns_center {
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    -webkit-box-orient: horizontal;
-    -webkit-box-direction: normal;
-    -webkit-flex-direction: row;
-    -ms-flex-direction: row;
-    flex-direction: row;
-    -webkit-box-pack: justify;
-    -webkit-justify-content: space-between;
-    -ms-flex-pack: justify;
-    justify-content: space-between;
-  }
-
-  .non-bold {
-    font-weight: 400;
-  }
-
-  .logo-holder {
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    -webkit-box-pack: center;
-    -webkit-justify-content: center;
-    -ms-flex-pack: center;
-    justify-content: center;
-  }
-
-  .infra {
-    text-align: center;
-    position: relative;
-    z-index: 30;
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    padding: 10px;
-    -webkit-box-orient: vertical;
-    -webkit-box-direction: normal;
-    -webkit-flex-direction: column;
-    -ms-flex-direction: column;
-    flex-direction: column;
-    -webkit-box-align: center;
-    -webkit-align-items: center;
-    -ms-flex-align: center;
-    align-items: center;
-    border: 1px dashed #000;
-    border-radius: 6px;
-    background-color: #fff;
-    cursor: pointer;
-  }
-
-  .infra:hover {
-    border-style: solid;
-    border-color: #585858;
-  }
-
-  .text_and_icon {
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    -webkit-box-pack: center;
-    -webkit-justify-content: center;
-    -ms-flex-pack: center;
-    justify-content: center;
-    -webkit-box-align: center;
-    -webkit-align-items: center;
-    -ms-flex-align: center;
-    align-items: center;
-  }
-
-  .svg_icon {
-    width: 33px;
-    margin-right: 10px;
-    margin-left: 10px;
-  }
-
-  .layer_02 {
-    position: absolute;
-    z-index: 10;
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    width: 96%;
-    height: 90%;
-    -webkit-box-orient: vertical;
-    -webkit-box-direction: normal;
-    -webkit-flex-direction: column;
-    -ms-flex-direction: column;
-    flex-direction: column;
-    -webkit-box-pack: center;
-    -webkit-justify-content: center;
-    -ms-flex-pack: center;
-    justify-content: center;
-    -webkit-box-align: stretch;
-    -webkit-align-items: stretch;
-    -ms-flex-align: stretch;
-    align-items: stretch;
-    border-style: solid;
-    border-width: calc (var(--border-width)*2);
-    border-color: #bbbbbb50 ;
-    border-radius: 100%;
-    background-color: transparent;
-  }
-
-  .round-frame {
-    position: absolute;
-    left: 0%;
-    top: auto;
-    right: auto;
-    bottom: 0%;
-    z-index: 10;
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    width: 120px;
-    height: 120px;
-    margin: 10px;
-    padding: 20px;
-    -webkit-box-pack: center;
-    -webkit-justify-content: center;
-    -ms-flex-pack: center;
-    justify-content: center;
-    -webkit-box-align: center;
-    -webkit-align-items: center;
-    -ms-flex-align: center;
-    align-items: center;
-    border-style: solid;
-    border-width: var(--border-width);
-    border-color: #585858;
-    border-radius: 100%;
-    background-color: #fff;
-    outline-color: #fff;
-    outline-offset: 0px;
-    outline-style: solid;
-    outline-width: 7px;
-    -webkit-transition: box-shadow 200ms ease, border-color 200ms ease;
-    transition: box-shadow 200ms ease, border-color 200ms ease;
-    color: #585858;
-    text-align: center;
-    cursor: pointer;
-  }
-
-  .round-frame:hover {
-    border-color: #c2c2c2;
-    box-shadow: none;
-  }
-
-  .round-frame.top-left {
-    left: 4%;
-    top: 15%;
-    right: auto;
-    bottom: auto;
-  }
-
-  .round-frame.bottom-left {
-    left: 4%;
-    bottom: 15%;
-  }
-
-  .round-frame.top-right {
-    left: auto;
-    top: 15%;
-    right: 4%;
-    bottom: auto;
-  }
-
-  .round-frame.bottom-right {
-    left: auto;
-    top: auto;
-    right: 4%;
-    bottom: 15%;
-    padding: 10px;
-  }
-
-  .side-holder {
-    z-index: -1;
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    height: 630px;
-    -webkit-box-orient: vertical;
-    -webkit-box-direction: normal;
-    -webkit-flex-direction: column;
-    -ms-flex-direction: column;
-    flex-direction: column;
-    -webkit-box-pack: center;
-    -webkit-justify-content: center;
-    -ms-flex-pack: center;
-    justify-content: center;
-  }
-
-  .infra-icon {
-    width: 25px;
-    height: 25px;
-  }
-
-  .div-block {
-    display: -webkit-box;
-    display: -webkit-flex;
-    display: -ms-flexbox;
-    display: flex;
-    height: 100%;
-    -webkit-box-orient: vertical;
-    -webkit-box-direction: normal;
-    -webkit-flex-direction: column;
-    -ms-flex-direction: column;
-    flex-direction: column;
-    -webkit-box-pack: justify;
-    -webkit-justify-content: space-between;
-    -ms-flex-pack: justify;
-    justify-content: space-between;
-  }
-
-  #w-node-a2a9b648-f5dd-74e5-e1c2-f7aaf4fa1fcd-46672785 {
-    -ms-grid-column: span 1;
-    grid-column-start: span 1;
-    -ms-grid-column-span: 1;
-    grid-column-end: span 1;
-    -ms-grid-row: span 1;
-    grid-row-start: span 1;
-    -ms-grid-row-span: 1;
-    grid-row-end: span 1;
-  }
-
-  #w-node-_466aa2bf-88bf-5a65-eab4-fc1eb95e7384-46672785 {
-    -ms-grid-column: span 1;
-    grid-column-start: span 1;
-    -ms-grid-column-span: 1;
-    grid-column-end: span 1;
-    -ms-grid-row: span 1;
-    grid-row-start: span 1;
-    -ms-grid-row-span: 1;
-    grid-row-end: span 1;
-  }
-
-  #w-node-_87009ba3-d9a6-e0b7-4cce-581190a19cf3-46672785 {
-    -ms-grid-column: span 1;
-    grid-column-start: span 1;
-    -ms-grid-column-span: 1;
-    grid-column-end: span 1;
-    -ms-grid-row: span 1;
-    grid-row-start: span 1;
-    -ms-grid-row-span: 1;
-    grid-row-end: span 1;
-  }
-
-  #w-node-_4a479fbb-90c7-9f47-d439-20aa6a224339-46672785 {
-    -ms-grid-column: span 1;
-    grid-column-start: span 1;
-    -ms-grid-column-span: 1;
-    grid-column-end: span 1;
-    -ms-grid-row: span 1;
-    grid-row-start: span 1;
-    -ms-grid-row-span: 1;
-    grid-row-end: span 1;
-  }
-
-
-  /*
-
-
-  inherited from the original template
-
-  */
-
-  .w-container .w-row {
-    margin-left: -10px;
-    margin-right: -10px;
-  }
-  .w-row:before,
-  .w-row:after {
-    content: " ";
-    display: table;
-    grid-column-start: 1;
-    grid-row-start: 1;
-    grid-column-end: 2;
-    grid-row-end: 2;
-  }
-  .w-row:after {
-    clear: both;
-  }
-  .w-row .w-row {
-    margin-left: 0;
-    margin-right: 0;
-  }
-  .w-col {
-    position: relative;
-    float: left;
-    width: 100%;
-    min-height: 1px;
-    padding-left: 10px;
-    padding-right: 10px;
-  }
-  .w-col .w-col {
-    padding-left: 0;
-    padding-right: 0;
-  }
-  .w-col-1 {
-    width: 8.33333333%;
-  }
-  .w-col-2 {
-    width: 16.66666667%;
-  }
-  .w-col-3 {
-    width: 25%;
-  }
-  .w-col-4 {
-    width: 33.33333333%;
-  }
-  .w-col-5 {
-    width: 41.66666667%;
-  }
-  .w-col-6 {
-    width: 50%;
-  }
-  .w-col-7 {
-    width: 58.33333333%;
-  }
-  .w-col-8 {
-    width: 66.66666667%;
-  }
-  .w-col-9 {
-    width: 75%;
-  }
-  .w-col-10 {
-    width: 83.33333333%;
-  }
-  .w-col-11 {
-    width: 91.66666667%;
-  }
-  .w-col-12 {
-    width: 100%;
-  }
-  .w-hidden-main {
-    display: none !important;
-  }
-  @media screen and (max-width: 991px) {
-    .w-container {
-      max-width: 728px;
-    }
-    .w-hidden-main {
-      display: inherit !important;
-    }
-    .w-hidden-medium {
-      display: none !important;
-    }
-    .w-col-medium-1 {
-      width: 8.33333333%;
-    }
-    .w-col-medium-2 {
-      width: 16.66666667%;
-    }
-    .w-col-medium-3 {
-      width: 25%;
-    }
-    .w-col-medium-4 {
-      width: 33.33333333%;
-    }
-    .w-col-medium-5 {
-      width: 41.66666667%;
-    }
-    .w-col-medium-6 {
-      width: 50%;
-    }
-    .w-col-medium-7 {
-      width: 58.33333333%;
-    }
-    .w-col-medium-8 {
-      width: 66.66666667%;
-    }
-    .w-col-medium-9 {
-      width: 75%;
-    }
-    .w-col-medium-10 {
-      width: 83.33333333%;
-    }
-    .w-col-medium-11 {
-      width: 91.66666667%;
-    }
-    .w-col-medium-12 {
-      width: 100%;
-    }
-    .w-col-stack {
-      width: 100%;
-      left: auto;
-      right: auto;
-    }
-  }
-  @media screen and (max-width: 767px) {
-    .w-hidden-main {
-      display: inherit !important;
-    }
-    .w-hidden-medium {
-      display: inherit !important;
-    }
-    .w-hidden-small {
-      display: none !important;
-    }
-    .w-row,
-    .w-container .w-row {
-      margin-left: 0;
-      margin-right: 0;
-    }
-    .w-col {
-      width: 100%;
-      left: auto;
-      right: auto;
-    }
-    .w-col-small-1 {
-      width: 8.33333333%;
-    }
-    .w-col-small-2 {
-      width: 16.66666667%;
-    }
-    .w-col-small-3 {
-      width: 25%;
-    }
-    .w-col-small-4 {
-      width: 33.33333333%;
-    }
-    .w-col-small-5 {
-      width: 41.66666667%;
-    }
-    .w-col-small-6 {
-      width: 50%;
-    }
-    .w-col-small-7 {
-      width: 58.33333333%;
-    }
-    .w-col-small-8 {
-      width: 66.66666667%;
-    }
-    .w-col-small-9 {
-      width: 75%;
-    }
-    .w-col-small-10 {
-      width: 83.33333333%;
-    }
-    .w-col-small-11 {
-      width: 91.66666667%;
-    }
-    .w-col-small-12 {
-      width: 100%;
-    }
-  }
-  @media screen and (max-width: 479px) {
-    .w-container {
-      max-width: none;
-    }
-    .w-hidden-main {
-      display: inherit !important;
-    }
-    .w-hidden-medium {
-      display: inherit !important;
-    }
-    .w-hidden-small {
-      display: inherit !important;
-    }
-    .w-hidden-tiny {
-      display: none !important;
-    }
-    .w-col {
-      width: 100%;
-    }
-    .w-col-tiny-1 {
-      width: 8.33333333%;
-    }
-    .w-col-tiny-2 {
-      width: 16.66666667%;
-    }
-    .w-col-tiny-3 {
-      width: 25%;
-    }
-    .w-col-tiny-4 {
-      width: 33.33333333%;
-    }
-    .w-col-tiny-5 {
-      width: 41.66666667%;
-    }
-    .w-col-tiny-6 {
-      width: 50%;
-    }
-    .w-col-tiny-7 {
-      width: 58.33333333%;
-    }
-    .w-col-tiny-8 {
-      width: 66.66666667%;
-    }
-    .w-col-tiny-9 {
-      width: 75%;
-    }
-    .w-col-tiny-10 {
-      width: 83.33333333%;
-    }
-    .w-col-tiny-11 {
-      width: 91.66666667%;
-    }
-    .w-col-tiny-12 {
-      width: 100%;
-    }
-  }
diff --git a/hsfs/docs/css/version-select.css b/hsfs/docs/css/version-select.css
deleted file mode 100644
index 3b908ae84..000000000
--- a/hsfs/docs/css/version-select.css
+++ /dev/null
@@ -1,36 +0,0 @@
-@media only screen and (max-width:76.1875em) {
-}
-
-#version-selector select.form-control  {
-  	appearance: none;
-    -webkit-appearance: none;
-    -moz-appearance: none;
-
-    background-color: #F5F5F5;
-
-    background-position: center right;
-    background-repeat: no-repeat;
-    border: 0px;
-    border-radius: 2px;
-    /* box-shadow: 0px 1px 3px rgb(0 0 0 / 10%); */
-    color: inherit;
-    width: -webkit-fill-available;
-    width: -moz-available;
-    max-width: 200px;
-    font-size: inherit;
-    /* font-weight: 600; */
-    margin: 10px;
-    overflow: hidden;
-    padding: 7px 10px;
-    text-overflow: ellipsis;
-    white-space: nowrap;
-}
-
-#version-selector::after {
-    content: '⌄';
-    font-family: inherit;
-    font-size: 22px;
-    margin: -35px;
-    vertical-align: 7%;
-    padding-bottom: 10px;
-}
diff --git a/hsfs/docs/index.md b/hsfs/docs/index.md
deleted file mode 100644
index a13ea2ce5..000000000
--- a/hsfs/docs/index.md
+++ /dev/null
@@ -1,201 +0,0 @@
-# Hopsworks Feature Store
-
-<p align="center">
-  <a href="https://community.hopsworks.ai"><img
-    src="https://img.shields.io/discourse/users?label=Hopsworks%20Community&server=https%3A%2F%2Fcommunity.hopsworks.ai"
-    alt="Hopsworks Community"
-  /></a>
-    <a href="https://docs.hopsworks.ai"><img
-    src="https://img.shields.io/badge/docs-HSFS-orange"
-    alt="Hopsworks Feature Store Documentation"
-  /></a>
-  <a><img
-    src="https://img.shields.io/badge/python-3.8+-blue"
-    alt="python"
-  /></a>
-  <a href="https://pypi.org/project/hsfs/"><img
-    src="https://img.shields.io/pypi/v/hsfs?color=blue"
-    alt="PyPiStatus"
-  /></a>
-  <a href="https://archiva.hops.works/#artifact/com.logicalclocks/hsfs"><img
-    src="https://img.shields.io/badge/java-HSFS-green"
-    alt="Scala/Java Artifacts"
-  /></a>
-  <a href="https://pepy.tech/project/hsfs/month"><img
-    src="https://pepy.tech/badge/hsfs/month"
-    alt="Downloads"
-  /></a>
-  <a href=https://github.com/astral-sh/ruff><img
-    src="https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json"
-    alt="Ruff"
-  /></a>
-  <a><img
-    src="https://img.shields.io/pypi/l/hsfs?color=green"
-    alt="License"
-  /></a>
-</p>
-
-HSFS is the library to interact with the Hopsworks Feature Store. The library makes creating new features, feature groups and training datasets easy.
-
-The library is environment independent and can be used in two modes:
-
-- Spark mode: For data engineering jobs that create and write features into the feature store or generate training datasets. It requires a Spark environment such as the one provided in the Hopsworks platform or Databricks. In Spark mode, HSFS provides bindings both for Python and JVM languages.
-
-- Python mode: For data science jobs to explore the features available in the feature store, generate training datasets and feed them in a training pipeline. Python mode requires just a Python interpreter and can be used both in Hopsworks from Python Jobs/Jupyter Kernels, Amazon SageMaker or KubeFlow.
-
-The library automatically configures itself based on the environment it is run.
-However, to connect from an external environment such as Databricks or AWS Sagemaker,
-additional connection information, such as host and port, is required. For more information checkout the [Hopsworks documentation](https://docs.hopsworks.ai/latest/).
-
-## Getting Started On Hopsworks
-
-Get started easily by registering an account on [Hopsworks Serverless](https://app.hopsworks.ai/). Create your project and a [new Api key](https://docs.hopsworks.ai/latest/user_guides/projects/api_key/create_api_key/). In a new python environment with Python 3.8 or higher, install the [client library](https://docs.hopsworks.ai/latest/user_guides/client_installation/) using pip:
-
-```bash
-# Get all Hopsworks SDKs: Feature Store, Model Serving and Platform SDK
-pip install hopsworks
-# or minimum install with the Feature Store SDK
-pip install hsfs[python]
-# if using zsh don't forget the quotes
-pip install 'hsfs[python]'
-```
-
-You can start a notebook and instantiate a connection and get the project feature store handler.
-
-```python
-import hopsworks
-
-project = hopsworks.login() # you will be prompted for your api key
-fs = project.get_feature_store()
-```
-
-or using `hsfs` directly:
-
-```python
-import hsfs
-
-connection = hsfs.connection(
-    host="c.app.hopsworks.ai", #
-    project="your-project",
-    api_key_value="your-api-key",
-)
-fs = connection.get_feature_store()
-```
-
-Create a new feature group to start inserting feature values.
-```python
-fg = fs.create_feature_group("rain",
-                        version=1,
-                        description="Rain features",
-                        primary_key=['date', 'location_id'],
-                        online_enabled=True)
-
-fg.save(dataframe)
-```
-
-Upsert new data in to the feature group with `time_travel_format="HUDI"`".
-```python
-fg.insert(upsert_df)
-```
-
-Retrieve commit timeline metdata of the feature group with `time_travel_format="HUDI"`".
-```python
-fg.commit_details()
-```
-
-"Reading feature group as of specific point in time".
-```python
-fg = fs.get_feature_group("rain", 1)
-fg.read("2020-10-20 07:34:11").show()
-```
-
-Read updates  that occurred between specified points in time.
-```python
-fg = fs.get_feature_group("rain", 1)
-fg.read_changes("2020-10-20 07:31:38", "2020-10-20 07:34:11").show()
-```
-
-Join features together
-```python
-feature_join = rain_fg.select_all()
-                    .join(temperature_fg.select_all(), on=["date", "location_id"])
-                    .join(location_fg.select_all())
-feature_join.show(5)
-```
-
-join feature groups that correspond to specific point in time
-```python
-feature_join = rain_fg.select_all()
-                    .join(temperature_fg.select_all(), on=["date", "location_id"])
-                    .join(location_fg.select_all())
-                    .as_of("2020-10-31")
-feature_join.show(5)
-```
-
-join feature groups that correspond to different time
-```python
-rain_fg_q = rain_fg.select_all().as_of("2020-10-20 07:41:43")
-temperature_fg_q = temperature_fg.select_all().as_of("2020-10-20 07:32:33")
-location_fg_q = location_fg.select_all().as_of("2020-10-20 07:33:08")
-joined_features_q = rain_fg_q.join(temperature_fg_q).join(location_fg_q)
-```
-
-Use the query object to create a training dataset:
-```python
-td = fs.create_training_dataset("rain_dataset",
-                                version=1,
-                                data_format="tfrecords",
-                                description="A test training dataset saved in TfRecords format",
-                                splits={'train': 0.7, 'test': 0.2, 'validate': 0.1})
-
-td.save(feature_join)
-```
-
-A short introduction to the Scala API:
-```scala
-import com.logicalclocks.hsfs._
-val connection = HopsworksConnection.builder().build()
-val fs = connection.getFeatureStore();
-val attendances_features_fg = fs.getFeatureGroup("games_features", 1);
-attendances_features_fg.show(1)
-```
-
-You can find more examples on how to use the library in our [hops-examples](https://github.com/logicalclocks/hops-examples) repository.
-
-## Usage
-
-Usage data is collected for improving quality of the library. It is turned on by default if the backend
-is "c.app.hopsworks.ai". To turn it off, use one of the following way:
-```python
-# use environment variable
-import os
-os.environ["ENABLE_HOPSWORKS_USAGE"] = "false"
-
-# use `disable_usage_logging`
-import hsfs
-hsfs.disable_usage_logging()
-```
-
-The source code can be found in python/hsfs/usage.py.
-
-## Documentation
-
-Documentation is available at [Hopsworks Feature Store Documentation](https://docs.hopsworks.ai/).
-
-## Issues
-
-For general questions about the usage of Hopsworks and the Feature Store please open a topic on [Hopsworks Community](https://community.hopsworks.ai/).
-
-Please report any issue using [Github issue tracking](https://github.com/logicalclocks/feature-store-api/issues).
-
-Please attach the client environment from the output below in the issue:
-```python
-import hopsworks
-import hsfs
-hopsworks.login().get_feature_store()
-print(hsfs.get_env())
-```
-
-## Contributing
-
-If you would like to contribute to this library, please see the [Contribution Guidelines](CONTRIBUTING.md).
diff --git a/hsfs/docs/js/dropdown.js b/hsfs/docs/js/dropdown.js
deleted file mode 100644
index 2618e0ce7..000000000
--- a/hsfs/docs/js/dropdown.js
+++ /dev/null
@@ -1,2 +0,0 @@
-document.getElementsByClassName("md-tabs__link")[7].style.display = "none";
-document.getElementsByClassName("md-tabs__link")[9].style.display = "none";
diff --git a/hsfs/docs/js/inject-api-links.js b/hsfs/docs/js/inject-api-links.js
deleted file mode 100644
index aa5852283..000000000
--- a/hsfs/docs/js/inject-api-links.js
+++ /dev/null
@@ -1,32 +0,0 @@
-window.addEventListener("DOMContentLoaded", function () {
-    var windowPathNameSplits = window.location.pathname.split("/");
-    var majorVersionRegex = new RegExp("(\\d+[.]\\d+)")
-    var latestRegex = new RegExp("latest");
-    if (majorVersionRegex.test(windowPathNameSplits[1])) { // On landing page docs.hopsworks.api/3.0 - URL contains major version
-        // Version API dropdown
-        document.getElementById("hopsworks_api_link").href = "https://docs.hopsworks.ai/hopsworks-api/" + windowPathNameSplits[1] + "/generated/api/login/";
-        document.getElementById("hsfs_api_link").href = "https://docs.hopsworks.ai/feature-store-api/" + windowPathNameSplits[1] + "/generated/api/connection_api/";
-        document.getElementById("hsml_api_link").href = "https://docs.hopsworks.ai/machine-learning-api/" + windowPathNameSplits[1] + "/generated/connection_api/";
-    } else { // on docs.hopsworks.api/feature-store-api/3.0 / docs.hopsworks.api/hopsworks-api/3.0 / docs.hopsworks.api/machine-learning-api/3.0
-        if (latestRegex.test(windowPathNameSplits[2]) || latestRegex.test(windowPathNameSplits[1])) {
-          var majorVersion = "latest";
-        } else {
-
-          var apiVersion = windowPathNameSplits[2];
-          var majorVersion = apiVersion.match(majorVersionRegex)[0];
-        }
-        // Version main navigation
-        document.getElementsByClassName("md-tabs__link")[0].href = "https://docs.hopsworks.ai/" + majorVersion;
-        document.getElementsByClassName("md-tabs__link")[1].href = "https://colab.research.google.com/github/logicalclocks/hopsworks-tutorials/blob/master/quickstart.ipynb";
-        document.getElementsByClassName("md-tabs__link")[2].href = "https://docs.hopsworks.ai/" + majorVersion + "/tutorials/";
-        document.getElementsByClassName("md-tabs__link")[3].href = "https://docs.hopsworks.ai/" + majorVersion + "/concepts/hopsworks/";
-        document.getElementsByClassName("md-tabs__link")[4].href = "https://docs.hopsworks.ai/" + majorVersion + "/user_guides/";
-        document.getElementsByClassName("md-tabs__link")[5].href = "https://docs.hopsworks.ai/" + majorVersion + "/setup_installation/aws/getting_started/";
-        document.getElementsByClassName("md-tabs__link")[6].href = "https://docs.hopsworks.ai/" + majorVersion + "/admin/";
-        // Version API dropdown
-        document.getElementById("hopsworks_api_link").href = "https://docs.hopsworks.ai/hopsworks-api/" + majorVersion + "/generated/api/login/";
-        document.getElementById("hsfs_api_link").href = "https://docs.hopsworks.ai/feature-store-api/" + majorVersion + "/generated/api/connection_api/";
-        document.getElementById("hsfs_javadoc_link").href = "https://docs.hopsworks.ai/feature-store-api/" + majorVersion + "/javadoc";
-        document.getElementById("hsml_api_link").href = "https://docs.hopsworks.ai/machine-learning-api/" + majorVersion + "/generated/connection_api/";
-    }
-});
diff --git a/hsfs/docs/js/version-select.js b/hsfs/docs/js/version-select.js
deleted file mode 100644
index fcac029e3..000000000
--- a/hsfs/docs/js/version-select.js
+++ /dev/null
@@ -1,64 +0,0 @@
-window.addEventListener("DOMContentLoaded", function() {
-  // This is a bit hacky. Figure out the base URL from a known CSS file the
-  // template refers to...
-  var ex = new RegExp("/?css/version-select.css$");
-  var sheet = document.querySelector('link[href$="version-select.css"]');
-
-  var ABS_BASE_URL = sheet.href.replace(ex, "");
-  var CURRENT_VERSION = ABS_BASE_URL.split("/").pop();
-
-  function makeSelect(options, selected) {
-    var select = document.createElement("select");
-    select.classList.add("form-control");
-
-    options.forEach(function(i) {
-      var option = new Option(i.text, i.value, undefined,
-                              i.value === selected);
-      select.add(option);
-    });
-
-    return select;
-  }
-
-  var xhr = new XMLHttpRequest();
-  xhr.open("GET", ABS_BASE_URL + "/../versions.json");
-  xhr.onload = function() {
-    var versions = JSON.parse(this.responseText);
-
-    var realVersion = versions.find(function(i) {
-      return i.version === CURRENT_VERSION ||
-             i.aliases.includes(CURRENT_VERSION);
-    }).version;
-    var latestVersion = versions.find(function(i) {
-      return i.aliases.includes("latest");
-    }).version;
-    let outdated_banner = document.querySelector('div[data-md-color-scheme="default"][data-md-component="outdated"]');
-    if (realVersion !== latestVersion) {
-      outdated_banner.removeAttribute("hidden");
-    } else {
-      outdated_banner.setAttribute("hidden", "");
-    }
-
-    var select = makeSelect(versions.map(function(i) {
-      var allowedAliases = ["dev", "latest"]
-      if (i.aliases.length > 0) {
-        var aliasString = " [" + i.aliases.filter(function (str) { return allowedAliases.includes(str); }).join(", ") + "]";
-      } else {
-        var aliasString = "";
-      }
-      return {text: i.title + aliasString, value: i.version};
-    }), realVersion);
-    select.addEventListener("change", function(event) {
-      window.location.href = ABS_BASE_URL + "/../" + this.value + "/generated/api/connection_api/";
-    });
-
-    var container = document.createElement("div");
-    container.id = "version-selector";
-    // container.className = "md-nav__item";
-    container.appendChild(select);
-
-    var sidebar = document.querySelector(".md-nav--primary > .md-nav__list");
-    sidebar.parentNode.insertBefore(container, sidebar.nextSibling);
-  };
-  xhr.send();
-});
diff --git a/hsfs/docs/overrides/main.html b/hsfs/docs/overrides/main.html
deleted file mode 100644
index ecb09de07..000000000
--- a/hsfs/docs/overrides/main.html
+++ /dev/null
@@ -1,8 +0,0 @@
-{% extends "base.html" %}
-
-{% block outdated %}
-You're not viewing the latest version of the documentation.
-<a href="{{ 'https://docs.hopsworks.ai/latest' }}">
-    <strong>Click here to go to latest.</strong>
-</a>
-{% endblock %}