diff --git a/.actor/.dockerignore b/.actor/.dockerignore
new file mode 100644
index 00000000..2be69b0e
--- /dev/null
+++ b/.actor/.dockerignore
@@ -0,0 +1,5 @@
+.git
+.gitignore
+*.pyc
+__pycache__
+*.log.git
diff --git a/.actor/Dockerfile b/.actor/Dockerfile
new file mode 100644
index 00000000..16cd005c
--- /dev/null
+++ b/.actor/Dockerfile
@@ -0,0 +1,22 @@
+FROM python:3.11-slim
+
+RUN apt-get update && apt-get install -y file procps curl gpg
+
+RUN mkdir -p /etc/apt/keyrings && \
+    curl -fsSL https://deb.nodesource.com/gpgkey/nodesource-repo.gpg.key | gpg --dearmor -o /etc/apt/keyrings/nodesource.gpg && \
+    echo "deb [signed-by=/etc/apt/keyrings/nodesource.gpg] https://deb.nodesource.com/node_20.x nodistro main" | tee /etc/apt/sources.list.d/nodesource.list
+
+RUN apt-get update && apt-get install -y nodejs bash git jq jo xz-utils && apt-get clean && rm -rf /var/lib/apt/lists/*
+
+RUN pip install --no-cache-dir docling
+
+RUN npm install -g apify-cli && npm cache clean --force
+
+WORKDIR /app
+
+RUN mkdir -p /tmp/runtime-root && chmod 0700 /tmp/runtime-root
+
+COPY .actor/ .actor/
+COPY . .
+
+ENTRYPOINT [".actor/actor.sh"]
diff --git a/.actor/actor.json b/.actor/actor.json
new file mode 100644
index 00000000..4d9bb9d4
--- /dev/null
+++ b/.actor/actor.json
@@ -0,0 +1,13 @@
+{
+  "actorSpecification": 1,
+  "name": "docling",
+  "version": "0.0",
+  "buildTag": "latest",
+  "environmentVariables": {},
+  "dockerFile": "./Dockerfile",
+  "dockerContext": "../",
+  "input": "./input_schema.json",
+  "scripts": {
+    "run": "./actor.sh"
+  }
+}
diff --git a/.actor/actor.sh b/.actor/actor.sh
new file mode 100755
index 00000000..cec63373
--- /dev/null
+++ b/.actor/actor.sh
@@ -0,0 +1,99 @@
+#!/bin/bash
+
+# --- Setup Error Handling ---
+
+trap 'echo "Error on line $LINENO"; exit 1' ERR
+set -e
+
+# --- Validate Docling Installation ---
+
+if ! command -v docling &> /dev/null; then
+    echo "Error: Docling CLI is not installed or not in PATH"
+    exit 1
+fi
+
+# --- Input Parsing ---
+
+echo "Parsing actor input..."
+INPUT=$(apify actor:get-input || { echo "Failed to get input"; exit 1; })
+
+DOCUMENT_URL=$(echo "$INPUT" | jq -r '.documentUrl')
+OUTPUT_FORMAT=$(echo "$INPUT" | jq -r '.outputFormat')
+OUTPUT_NAME="output_file.$OUTPUT_FORMAT"
+
+if [ -z "$DOCUMENT_URL" ]; then
+    echo "Error: Missing document URL. Please provide 'documentUrl' in the input"
+    exit 1
+fi
+
+if [ -z "$OUTPUT_FORMAT" ]; then
+    OUTPUT_FORMAT="md"
+    echo "No output format specified. Defaulting to 'md'"
+fi
+
+case "$OUTPUT_FORMAT" in
+    md|json|html|text|doctags)
+        ;;
+    *)
+        echo "Error: Invalid output format '$OUTPUT_FORMAT'. Supported formats are 'md', 'json', 'html', 'text', and 'doctags'"
+        exit 1
+        ;;
+esac
+
+# --- Build Docling Command ---
+
+DOC_CONVERT_CMD="docling --verbose $DOCUMENT_URL --to $OUTPUT_FORMAT"
+
+if [ "$(echo "$INPUT" | jq -r '.ocr')" = "true" ]; then
+    DOC_CONVERT_CMD="$DOC_CONVERT_CMD --ocr"
+fi
+
+# --- Process Document with Docling ---
+
+echo "Processing document with Docling CLI..."
+echo "Running: $DOC_CONVERT_CMD"
+
+touch docling.timestamp
+
+$DOC_CONVERT_CMD > docling.log 2>&1 || {
+    echo "Error: Docling CLI failed. Check 'docling.log' for details";
+    cat docling.log;
+    exit 1;
+}
+
+GENERATED_FILE=$(find . -type f -name "*.$OUTPUT_FORMAT" -newer docling.timestamp)
+
+if [ -z "$GENERATED_FILE" ]; then
+    echo "Error: Could not find generated output file with extension .$OUTPUT_FORMAT"
+    exit 1
+fi
+
+mv "$GENERATED_FILE" "$OUTPUT_NAME"
+
+# --- Validate Output ---
+
+if [ ! -f "$OUTPUT_NAME" ]; then
+    echo "Error: Expected output file '$OUTPUT_NAME' was not generated"
+    exit 1
+fi
+
+if [ ! -s "$OUTPUT_NAME" ]; then
+    echo "Error: Generated output file '$OUTPUT_NAME' is empty"
+    exit 1
+fi
+
+echo "Document successfully processed and exported as '$OUTPUT_FORMAT' to file: $OUTPUT_NAME"
+
+# --- Store Output in Key-Value Store ---
+
+echo "Pushing processed document to Key-Value Store (record key: OUTPUT_RESULT)..."
+apify actor:set-value "OUTPUT_RESULT" --contentType "application/$OUTPUT_FORMAT" < "$OUTPUT_NAME" || {
+    echo "Error: Failed to push the output document to the Key-Value Store"
+    exit 1
+}
+
+# --- Cleanup Temporary Files ---
+
+rm -f docling.timestamp docling.log || true
+
+echo "Done!"
diff --git a/.actor/input_schema.json b/.actor/input_schema.json
new file mode 100644
index 00000000..9c7c4031
--- /dev/null
+++ b/.actor/input_schema.json
@@ -0,0 +1,30 @@
+{
+  "title": "Docling Actor Input",
+  "description": "Options for running Docling CLI on the Apify platform.",
+  "type": "object",
+  "schemaVersion": 1,
+  "properties": {
+    "documentUrl": {
+      "title": "Document URL",
+      "type": "string",
+      "description": "URL of the document to process with Docling. Supported formats: images, 'pdf', 'docx', 'pptx', 'xlsx, 'html', 'md', 'xml_pubmed', 'asciidoc', 'xml_uspto'.",
+      "prefill": "https://vancura.dev/assets/actor-test/facial-hairstyles-and-filtering-facepiece-respirators.pdf",
+      "editor": "textfield"
+    },
+    "outputFormat": {
+      "title": "Output Format",
+      "type": "string",
+      "description": "Specifies the desired output format after processing the document. Supported formats: 'md', 'json', 'html', 'text', 'doctags'.",
+      "enum": ["md", "json", "html", "text", "doctags"],
+      "default": "md",
+      "editor": "select"
+    },
+    "ocr": {
+      "title": "Enable OCR",
+      "type": "boolean",
+      "description": "If true, OCR will be applied to scanned PDFs for text recognition.",
+      "default": true
+    }
+  },
+  "required": ["documentUrl"]
+}