diff --git a/README.md b/README.md
index d2eaf3a..d9df433 100644
--- a/README.md
+++ b/README.md
@@ -33,10 +33,11 @@ python3 -m venv ci_env
 Install with PIP
 ```
 # install torch with GPU support for example:
-pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu117
+pip3 install torch torchvision --extra-index-url https://download.pytorch.org/whl/cu117
 
-# install clip-interrogator
+# install clip-interrogator and blip
 pip install clip-interrogator==0.3.3
+pip install git+https://github.com/pharmapsychotic/BLIP.git
 ```
 
 You can then use it in your script
diff --git a/clip_interrogator.ipynb b/clip_interrogator.ipynb
index 9c702b2..99bf7fe 100644
--- a/clip_interrogator.ipynb
+++ b/clip_interrogator.ipynb
@@ -55,8 +55,8 @@
         "    install_cmds = [\n",
         "        ['pip', 'install', 'gradio'],\n",
         "        ['pip', 'install', 'open_clip_torch'],\n",
+        "        ['pip', 'install', 'clip-interrogator'],\n",
         "        ['pip', 'install', 'git+https://github.com/pharmapsychotic/BLIP.git'],\n",
-        "        ['git', 'clone', 'https://github.com/pharmapsychotic/clip-interrogator.git']\n",
         "    ]\n",
         "    for cmd in install_cmds:\n",
         "        print(subprocess.run(cmd, stdout=subprocess.PIPE).stdout.decode('utf-8'))\n",
@@ -86,10 +86,6 @@
         "    print(subprocess.run(['wget', url, '-P', 'cache'], stdout=subprocess.PIPE).stdout.decode('utf-8'))\n",
         "\n",
         "\n",
-        "import sys\n",
-        "sys.path.append('src/blip')\n",
-        "sys.path.append('clip-interrogator')\n",
-        "\n",
         "import gradio as gr\n",
         "from clip_interrogator import Config, Interrogator\n",
         "\n",
@@ -279,7 +275,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.7.15"
+      "version": "3.7.15 (default, Nov 24 2022, 18:44:54) [MSC v.1916 64 bit (AMD64)]"
     },
     "orig_nbformat": 4,
     "vscode": {
diff --git a/requirements.txt b/requirements.txt
index 73b7fea..735e90b 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,5 +3,4 @@ torchvision
 Pillow
 requests
 tqdm
-open_clip_torch
-git+https://github.com/pharmapsychotic/BLIP.git
\ No newline at end of file
+open_clip_torch
\ No newline at end of file