diff --git a/README.md b/README.md
index 821acbf..b1854c3 100644
--- a/README.md
+++ b/README.md
@@ -6,13 +6,22 @@ Fast and convenient CLI utility for working with the [Jelly](https://jelly-rdf.g
 
 ## Quick start
 
-If you are using Linux (x86_64, ARM64), macOS (ARM64), or Windows (x86_64), the recommended way run `jelly-cli` is to use a pre-built binary. Go to the **[releases page](https://github.com/Jelly-RDF/cli/releases/latest)** and download the binary built for your platform.
+If you are using Linux (x86_64, ARM64), macOS (ARM64), or WSL on Windows, the recommended way is to use the `install.sh` script, which will automatically install the newest release.
+To do so, run:
+
+```shell
+$ . <(curl -sSfL https://raw.githubusercontent.com/Jelly-RDF/cli/main/install.sh)
+$ jelly-cli
+```
+
+
+For Windows (x86_64), the recommended way run `jelly-cli` is to use a pre-built binary. Go to the **[releases page](https://github.com/Jelly-RDF/cli/releases/latest)** and download the binary built for your platform.
 
 You can then run it like so:
 
 ```shell
 $ chmod +x jelly-cli
-$ ./jelly-cli --help
+$ ./jelly-cli
 ```
 
 ## Usage
@@ -22,7 +31,7 @@ $ ./jelly-cli --help
 To convert an RDF file (e.g., Turtle) to Jelly, simply run:
 
 ```shell
-$ ./jelly-cli rdf to-jelly input.ttl > output.jelly
+$ jelly-cli rdf to-jelly input.ttl > output.jelly
 ```
 
 ### Convert Jelly to RDF
@@ -30,14 +39,14 @@ $ ./jelly-cli rdf to-jelly input.ttl > output.jelly
 To convert from Jelly to RDF run:
 
 ```shell
-$ ./jelly-cli rdf from-jelly input.jelly > output.nq
+$ jelly-cli rdf from-jelly input.jelly > output.nq
 ```
 
 By default, `jelly-cli` will translate files to NQuads. 
 But you can also specify the output format with `--out-format`, for example:
 
 ```shell
-$ ./jelly-cli rdf from-jelly input.jelly --out-format=ttl > output.ttl
+$ jelly-cli rdf from-jelly input.jelly --out-format=ttl > output.ttl
 ```
 
 You can specify most well-known formats supported by Apache Jena, but also a custom Jelly-Text format. 
@@ -48,7 +57,7 @@ Jelly-Text is a human-readable translation of Jelly binary. It's not meant for m
 The `rdf transcode` command turns one or more input Jelly streams into a single output stream. It's extremely fast, using a dedicated transcoding algorithm. However, the numerical values for each of the options in the output stream must be greater than or equal to those in the input stream(s).
 
 ```shell
-$ ./jelly-cli rdf transcode input.jelly > output.jelly
+$ jelly-cli rdf transcode input.jelly > output.jelly
 ```
 
 ### Inspect Jelly files
@@ -56,13 +65,13 @@ $ ./jelly-cli rdf transcode input.jelly > output.jelly
 To inspect a Jelly file and get basic information describing its contents, such as stream options or number of triples in the file, run
 
 ```shell
-$ ./jelly-cli rdf inspect input.jelly
+$ jelly-cli rdf inspect input.jelly
 ```
 
 You can also compute the statistics separately for each stream frame with the `--per-frame` option:
 
 ```shell
-$ ./jelly-cli rdf inspect input.jelly --per-frame
+$ jelly-cli rdf inspect input.jelly --per-frame
 ```
 
 In both cases, you will get the output as a valid YAML.
@@ -72,7 +81,7 @@ In both cases, you will get the output as a valid YAML.
 To validate a Jelly file, run
 
 ```shell
-$ ./jelly-cli rdf validate input.jelly
+$ jelly-cli rdf validate input.jelly
 ```
 
 You can also check whether the Jelly file has been encoded using specific stream options or is equivalent to another RDF file, with the use of additional options to this command.
@@ -82,11 +91,11 @@ You can also check whether the Jelly file has been encoded using specific stream
 Use the `--help` option to learn more about all the available settings:
 
 ```shell
-$ ./jelly-cli rdf to-jelly --help
-$ ./jelly-cli rdf from-jelly --help
-$ ./jelly-cli rdf transcode --help
-$ ./jelly-cli rdf inspect --help
-$ ./jelly-cli rdf validate --help
+$ jelly-cli rdf to-jelly --help
+$ jelly-cli rdf from-jelly --help
+$ jelly-cli rdf transcode --help
+$ jelly-cli rdf inspect --help
+$ jelly-cli rdf validate --help
 ```
 
 And use the `--debug` option to get more information about any exceptions you encounter.
diff --git a/install.sh b/install.sh
new file mode 100755
index 0000000..2befc18
--- /dev/null
+++ b/install.sh
@@ -0,0 +1,93 @@
+#!/bin/bash
+
+# This script installs the latest cli release from the GitHub repository
+# Let's start by fetching the latest release information
+REPO_BASE="Jelly-RDF/cli"
+REPO="https://api.github.com/repos/$REPO_BASE/releases/latest"
+RELEASE_INFO=$(curl -s $REPO)
+
+# And let's get the tag name of the latest release
+TAG_NAME=$(echo $RELEASE_INFO | grep -o '"tag_name": "[^"]*' | sed 's/"tag_name": "//')
+if [ -z "$TAG_NAME" ]; then
+  echo "Error: Could not fetch the latest release tag name."
+  return 1
+  exit 1
+fi
+
+# Check the operating system and architecture
+OS=$(uname -s | tr '[:upper:]' '[:lower:]')
+ARCH=$(uname -m)
+# Map the architecture to the appropriate binary name
+case $OS in
+  linux) BINARY_NAME="jelly-cli-linux" ;;
+  darwin) BINARY_NAME="jelly-cli-mac" ;;
+  *) echo "Unsupported operating system: $OS"; exit 1 ;;
+esac
+# Append the architecture to the binary name but yell for cases we don't support
+case $ARCH in
+  x86_64) ARCH_NAME="-x86_64"
+        # check that os not darwin here
+        if [ "$OS" = "darwin" ]; then
+          echo "Unsupported architecture: $ARCH on macOS"
+          return 1
+          exit 1
+        fi;;
+  aarch64)
+    ARCH_NAME="-arm64" ;;
+  arm64)
+      ARCH_NAME="-arm64" ;;
+  *) echo "Unsupported architecture: $ARCH"
+    return 1
+    exit 1
+    ;;
+esac
+
+# Check the installation directory
+INSTALL_DIR="$HOME/.local/bin"
+if [ ! -d "$INSTALL_DIR" ]; then
+  echo "Creating installation directory: $INSTALL_DIR"
+  mkdir -p "$INSTALL_DIR"
+fi
+
+
+# Download the binary
+DOWNLOAD_URL="https://github.com/$REPO_BASE/releases/download/$TAG_NAME/$BINARY_NAME$ARCH_NAME"
+echo "Downloading $BINARY_NAME from $DOWNLOAD_URL"
+curl -L "$DOWNLOAD_URL" -o "$INSTALL_DIR/jelly-cli"
+CONTENT=$(wc -c "$INSTALL_DIR/jelly-cli"  | awk '{print $1}')
+if [ $CONTENT -lt 500 ]; then
+  echo "Error: Failed to download the binary from $DOWNLOAD_URL"
+  return 1
+  exit 1
+fi
+chmod +x "$INSTALL_DIR/jelly-cli"
+
+# Ensure that the installation directory is in the PATH
+if ! echo "$PATH" | grep -q "$INSTALL_DIR"; then
+  echo "Adding $INSTALL_DIR to PATH"
+  # Add the binary to the PATH for the current session
+  export PATH="$PATH:$INSTALL_DIR"
+  # Check shell config file from bash and zsh
+  if expr "$SHELL" : '.*zsh' >/dev/null; then
+    echo "export PATH=\"\$PATH:$INSTALL_DIR\"" >> "$HOME/.zshrc"
+  elif expr "$SHELL" : '.*bash' >/dev/null; then
+    echo "export PATH=\"\$PATH:$INSTALL_DIR\"" >> "$HOME/.bashrc"
+  fi
+fi
+
+# Link the binary to the installation directory
+if [ -f "$INSTALL_DIR/jelly-cli" ]; then
+  echo "Installation successful! You can now use Jelly CLI by running 'jelly-cli'."
+else
+  echo "Error: Installation failed. The binary was not found in the installation directory."
+  exit 1
+fi
+
+# Check if zsh or bash is being used and source the appropriate file
+if expr "$SHELL" : '.*zsh' >/dev/null; then
+  echo  "Run source ""$HOME/.zshrc"" or restart your terminal to permanently link the jelly-cli command."
+elif expr "$SHELL" : '.*bash' >/dev/null; then
+  echo  "Run source ""$HOME/.bashrc"" or restart your terminal to permanently link the jelly-cli command."
+fi
+
+