diff --git a/any_parser_rt/any_parser_streaming.py b/any_parser_rt/any_parser_streaming.py
new file mode 100644
index 0000000..c2df75b
--- /dev/null
+++ b/any_parser_rt/any_parser_streaming.py
@@ -0,0 +1,107 @@
+import asyncio
+import json
+import websockets
+import requests
+import base64
+import json
+import time
+from pathlib import Path
+from typing import Dict, Optional, Tuple
+
+import requests
+
+
+# TODO: update the endpoint
+WS_ENDPOINT = "wss://h00cfygrfi.execute-api.us-west-2.amazonaws.com/dev"
+TIMEOUT = 30
+
+
+class ResultStreaming:
+    def __init__(self, ws: websockets) -> None:
+        self._ws = ws
+        self._closed = False
+
+    def __aiter__(self):
+        return self
+
+    async def __anext__(self):
+        if self._closed:
+            raise StopAsyncIteration
+
+        try:
+            response = await self._ws.recv()
+            data = json.loads(response)
+            # Check FIN
+            if data.get("page") == -1:
+                if data.get("result") != "DONE":
+                    print("Error: Parsing failed.")
+                await self._ws.close()
+                self._closed = True
+                print("Done")
+                raise StopAsyncIteration
+
+            return data
+        except websockets.ConnectionClosed as e:
+            raise StopAsyncIteration from e
+
+
+class AnyParserStreaming:
+    def __init__(self, api_key: str, ws_endpoint: str = WS_ENDPOINT) -> None:
+        self._api_key = api_key
+        self._ws_endpoint = ws_endpoint
+
+    async def aextract(self, file_path: str, extract_args: Optional[Dict] = None) -> str:
+        """Extract data.
+
+        Args:
+            file_path (str): The path to the file to be parsed.
+            extract_args (Optional[Dict]): Additional extraction arguments added to prompt
+        Returns:
+            str: The file id of the uploaded file.
+        """
+        file_extension = Path(file_path).suffix.lower().lstrip(".")
+
+        # Check if the file exists
+        if not Path(file_path).is_file():
+            return "Error: File does not exist", "File does not exist"
+
+        if file_extension not in ["pdf", "doc", "docx", "ppt", "pptx"]:
+            return "Error: Unsupported file type", "Unsupported file type"
+
+        file_name = Path(file_path).name
+        # Create the JSON payload
+        payload = {
+            "api_key": self._api_key,
+            "file_name": file_name,
+        }
+
+        if extract_args is not None and isinstance(extract_args, dict):
+            payload["extract_args"] = extract_args
+
+        try:
+            websocket = await websockets.connect(self._ws_endpoint)
+            await websocket.send(json.dumps(payload))
+
+            response = await websocket.recv()
+            data = json.loads(response)
+            if data.get("error"):
+                print(data.get("error"))
+                raise Exception(data.get("error"))
+            presigned_url = data.get("presignedUrl")
+            with open(file_path, "rb") as file_to_upload:
+                files = {"file": (file_path.split('/')[-1], file_to_upload)}
+                upload_resp = requests.post(
+                    presigned_url["url"],
+                    data=presigned_url["fields"],
+                    files=files,
+                    timeout=TIMEOUT,
+                )
+                if upload_resp.status_code != 204:
+                    raise Exception(f"Upload error: {upload_resp.text}")
+            
+        except json.JSONDecodeError as e:
+            raise Exception("Error: Invalid JSON response") from e
+        except Exception as e:
+            raise Exception("Error request") from e
+
+        return ResultStreaming(websocket)