diff --git a/pyproject.toml b/pyproject.toml
index a4a50ac..1ffa39f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "stream"
-version = "0.5.0"
+version = "0.5.1"
 description = "Groundlight Stream Processor - Container for analyzing video using RTSP etc"
 readme = "README.md"
 requires-python = ">=3.10"
@@ -11,8 +11,7 @@ dependencies = [
     "numpy<2.0.0",
     "opencv-python-headless>=4.10.0.84",
     "PyYAML==6.0.2",
-    "youtube-dl==2021.12.17",
-    "pafy>=0.5.5"
+    "streamlink==7.0.0",
 ]
 
 [project.optional-dependencies]
diff --git a/src/stream/grabber.py b/src/stream/grabber.py
index 059bcf0..d4318d2 100644
--- a/src/stream/grabber.py
+++ b/src/stream/grabber.py
@@ -10,7 +10,7 @@
 
 import cv2
 import numpy as np
-import pafy
+import streamlink
 
 logger = logging.getLogger("groundlight.stream")
 
@@ -194,8 +194,11 @@ class YouTubeFrameGrabber(FrameGrabber):
 
     def __init__(self, stream=None):
         self.stream = stream
-        self.video = pafy.new(self.stream)
-        self.best_video = self.video.getbest(preftype="mp4")
+        streams = streamlink.streams(self.stream)
+        if "best" not in streams:
+            raise ValueError("No available HLS stream for this live video.")
+        self.best_video = streams["best"]
+
         self.capture = cv2.VideoCapture(self.best_video.url)
         logger.debug(f"initialized video capture with backend={self.capture.getBackendName()}")
         if not self.capture.isOpened():
@@ -203,8 +206,11 @@ def __init__(self, stream=None):
         self.capture.release()
 
     def reset_stream(self):
-        self.video = pafy.new(self.stream)
-        self.best_video = self.video.getbest(preftype="mp4")
+        streams = streamlink.streams(self.stream)
+        if "best" not in streams:
+            raise ValueError("No available HLS stream for this live video.")
+        self.best_video = streams["best"]
+
         self.capture = cv2.VideoCapture(self.best_video.url)
         logger.debug(f"initialized video capture with backend={self.capture.getBackendName()}")
         if not self.capture.isOpened():
diff --git a/uv.lock b/uv.lock
index 43ccded..39f14c9 100644
--- a/uv.lock
+++ b/uv.lock
@@ -89,6 +89,63 @@ wheels = [
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 ]
 
+[[package]]
+name = "cffi"
+version = "1.17.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pycparser" },
+]
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+
 [[package]]
 name = "charset-normalizer"
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