From f8ae7fd3ea365b03222be3c5f87f4e3f32a12cf9 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 20:58:20 +0100
Subject: [PATCH 01/42] Test

---
 .github/workflows/format.yml | 2 +-
 action.yml                   | 8 ++++++++
 custom_script.py             | 1 +
 3 files changed, 10 insertions(+), 1 deletion(-)
 create mode 100644 custom_script.py

diff --git a/.github/workflows/format.yml b/.github/workflows/format.yml
index 13c5509e..99e98829 100644
--- a/.github/workflows/format.yml
+++ b/.github/workflows/format.yml
@@ -15,7 +15,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Run Ultralytics Formatting
-        uses: ultralytics/actions@main
+        uses: ultralytics/actions@test-local-python-script
         with:
           token: ${{ secrets.GITHUB_TOKEN }}  # automatically generated
           python: true
diff --git a/action.yml b/action.yml
index de45b9a3..2adb966c 100644
--- a/action.yml
+++ b/action.yml
@@ -99,6 +99,14 @@ runs:
       shell: bash
       continue-on-error: true
 
+    # Custom Python Script -------------------------------------------------------------------------------------------
+    - name: Run Custom Python Script
+      if: inputs.python == 'true'
+      run: |
+        python custom_script.py
+      shell: bash
+      continue-on-error: true
+
     # Commit Changes ---------------------------------------------------------------------------------------------------
     - name: Commit and Push Changes
       run: |
diff --git a/custom_script.py b/custom_script.py
new file mode 100644
index 00000000..9e5da310
--- /dev/null
+++ b/custom_script.py
@@ -0,0 +1 @@
+print('CUSTOM PYTHON SCRIPT IS WORKING!!')

From 68dd7acf4067747c0d348b82a500c4005d9d95c9 Mon Sep 17 00:00:00 2001
From: UltralyticsAssistant <web@ultralytics.com>
Date: Thu, 18 Jan 2024 19:58:51 +0000
Subject: [PATCH 02/42] Auto-format by Ultralytics actions

---
 custom_script.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/custom_script.py b/custom_script.py
index 9e5da310..7fed16a4 100644
--- a/custom_script.py
+++ b/custom_script.py
@@ -1 +1 @@
-print('CUSTOM PYTHON SCRIPT IS WORKING!!')
+print("CUSTOM PYTHON SCRIPT IS WORKING!!")

From f34a55fc9b174a6dcb45f0eb5f9d66a7d0cad094 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:08:43 +0100
Subject: [PATCH 03/42] Test

---
 action.yml | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/action.yml b/action.yml
index 2adb966c..8172c50a 100644
--- a/action.yml
+++ b/action.yml
@@ -35,6 +35,7 @@ runs:
     - name: Print Action Information
       run: |
         echo "github.event_name: ${{ github.event_name }}"
+        echo "github.event_action: ${{ github.event_action }}"
         echo "github.repository: ${{ github.repository }}"
         echo "github.event.pull_request.head.repo.full_name: ${{ github.event.pull_request.head.repo.full_name }}"
         echo "github.actor: ${{ github.actor }}"
@@ -122,6 +123,14 @@ runs:
       shell: bash
       continue-on-error: false
 
+    # Custom Python Script for Summary --------------------------------------------------------------------------------
+    - name: Summarize PR
+      if: (github.event_name == 'pull_request' || github.event_name == 'pull_request_target') && (inputs.event_action == 'opened' || inputs.event_action == 'closed')
+      run: |
+        python path/to/summary_script.py
+      shell: bash
+      continue-on-error: true
+
     # Broken links -----------------------------------------------------------------------------------------------------
     - name: Broken Link Checker
       if: inputs.links == 'true'

From 2015cd1ec2b1c527a90d53de9839bca842418078 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:10:04 +0100
Subject: [PATCH 04/42] Test

---
 action.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/action.yml b/action.yml
index 8172c50a..d96253ca 100644
--- a/action.yml
+++ b/action.yml
@@ -35,7 +35,7 @@ runs:
     - name: Print Action Information
       run: |
         echo "github.event_name: ${{ github.event_name }}"
-        echo "github.event_action: ${{ github.event_action }}"
+        echo "github.event.action: ${{ github.event.action }}"
         echo "github.repository: ${{ github.repository }}"
         echo "github.event.pull_request.head.repo.full_name: ${{ github.event.pull_request.head.repo.full_name }}"
         echo "github.actor: ${{ github.actor }}"

From 9ddc57b4c6f268ca657a42dfd8b360cf0a317270 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:12:54 +0100
Subject: [PATCH 05/42] Test

---
 action.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/action.yml b/action.yml
index d96253ca..8f06711e 100644
--- a/action.yml
+++ b/action.yml
@@ -125,7 +125,7 @@ runs:
 
     # Custom Python Script for Summary --------------------------------------------------------------------------------
     - name: Summarize PR
-      if: (github.event_name == 'pull_request' || github.event_name == 'pull_request_target') && (inputs.event_action == 'opened' || inputs.event_action == 'closed')
+      if: (github.event_name == 'pull_request' || github.event_name == 'pull_request_target') && (inputs.event.action == 'opened' || inputs.event.action == 'closed')
       run: |
         python path/to/summary_script.py
       shell: bash

From 11c903bdc136b29f2b738e214438778a126d7da7 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:21:08 +0100
Subject: [PATCH 06/42] Update action.yml

---
 action.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/action.yml b/action.yml
index 412ed368..3ace6784 100644
--- a/action.yml
+++ b/action.yml
@@ -33,8 +33,8 @@ runs:
   steps:
     - name: Print Action Information
       run: |
-        echo "github.event_name: ${{ github.event_name }}"
-        echo "github.event.action: ${{ github.event.action }}"
+        echo "github.event_name: ${{ github.event_name }}"  # i.e. "pull_request"
+        echo "github.event.action: ${{ github.event.action }}"  # i.e. "open" or "close"
         echo "github.repository: ${{ github.repository }}"
         echo "github.event.pull_request.head.repo.full_name: ${{ github.event.pull_request.head.repo.full_name }}"
         echo "github.actor: ${{ github.actor }}"

From d8fe686acdbf1042f49b36fd9277c0f1e7940793 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:22:45 +0100
Subject: [PATCH 07/42] Update action.yml

---
 action.yml | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/action.yml b/action.yml
index 3ace6784..9275650c 100644
--- a/action.yml
+++ b/action.yml
@@ -28,6 +28,10 @@ inputs:
     description: "Run Broken Links checks"
     required: false
     default: "false"
+  summary:
+    description: "Run PR Summary"
+    required: false
+    default: "false"
 runs:
   using: "composite"
   steps:
@@ -132,11 +136,11 @@ runs:
       shell: bash
       continue-on-error: false
 
-    # Custom Python Script for Summary --------------------------------------------------------------------------------
+    # Custom Python Script for Summary ---------------------------------------------------------------------------------
     - name: Summarize PR
-      if: (github.event_name == 'pull_request' || github.event_name == 'pull_request_target') && (inputs.event.action == 'opened' || inputs.event.action == 'closed')
+      if: inputs.summary == 'true' && (github.event_name == 'pull_request' || github.event_name == 'pull_request_target') && (inputs.event.action == 'opened' || inputs.event.action == 'closed')
       run: |
-        python path/to/summary_script.py
+        python custom_script.py
       shell: bash
       continue-on-error: true
 

From 67add8c63f622d75beaed073770eb71ee151a16c Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:32:08 +0100
Subject: [PATCH 08/42] Test

---
 action.yml       |  4 ++++
 custom_script.py | 33 ++++++++++++++++++++++++++++++++-
 2 files changed, 36 insertions(+), 1 deletion(-)

diff --git a/action.yml b/action.yml
index 9275650c..f3955040 100644
--- a/action.yml
+++ b/action.yml
@@ -142,6 +142,10 @@ runs:
       run: |
         python custom_script.py
       shell: bash
+      env:
+        REPO_NAME: ${{ github.repository }}
+        PR_NUMBER: ${{ github.event.pull_request.number }}
+        GITHUB_TOKEN: ${{ inputs.token }}
       continue-on-error: true
 
     # Broken links -----------------------------------------------------------------------------------------------------
diff --git a/custom_script.py b/custom_script.py
index 7fed16a4..c83482c6 100644
--- a/custom_script.py
+++ b/custom_script.py
@@ -1 +1,32 @@
-print("CUSTOM PYTHON SCRIPT IS WORKING!!")
+import os
+
+print("CUSTOM PYTHON SCRIPT IS WORKING 1!!")
+
+import requests
+
+print("CUSTOM PYTHON SCRIPT IS WORKING 2!!")
+
+
+def get_pr_diff(repo_name, pr_number, github_token):
+    """Fetches the diff of a specific PR from a GitHub repository."""
+    url = f"https://api.github.com/repos/{repo_name}/pulls/{pr_number}"
+    headers = {
+        "Authorization": f"token {github_token}",
+        "Accept": "application/vnd.github.v3.diff"
+    }
+    response = requests.get(url, headers=headers)
+    if response.status_code == 200:
+        return response.text
+    else:
+        return None
+
+
+# Example usage
+repo_name = os.environ['REPO_NAME']
+pr_number = os.environ['PR_NUMBER']
+github_token = os.environ['GITHUB_TOKEN']
+pr_diff = get_pr_diff(repo_name, pr_number, github_token)
+if pr_diff:
+    print(pr_diff)
+else:
+    print("Failed to fetch PR diff")

From ed32b59e6b4a68def3a9a9dfe9f7360aa26c485b Mon Sep 17 00:00:00 2001
From: UltralyticsAssistant <web@ultralytics.com>
Date: Thu, 18 Jan 2024 20:32:35 +0000
Subject: [PATCH 09/42] Auto-format by https://ultralytics.com/actions

---
 custom_script.py | 11 ++++-------
 1 file changed, 4 insertions(+), 7 deletions(-)

diff --git a/custom_script.py b/custom_script.py
index c83482c6..b98a66f1 100644
--- a/custom_script.py
+++ b/custom_script.py
@@ -10,10 +10,7 @@
 def get_pr_diff(repo_name, pr_number, github_token):
     """Fetches the diff of a specific PR from a GitHub repository."""
     url = f"https://api.github.com/repos/{repo_name}/pulls/{pr_number}"
-    headers = {
-        "Authorization": f"token {github_token}",
-        "Accept": "application/vnd.github.v3.diff"
-    }
+    headers = {"Authorization": f"token {github_token}", "Accept": "application/vnd.github.v3.diff"}
     response = requests.get(url, headers=headers)
     if response.status_code == 200:
         return response.text
@@ -22,9 +19,9 @@ def get_pr_diff(repo_name, pr_number, github_token):
 
 
 # Example usage
-repo_name = os.environ['REPO_NAME']
-pr_number = os.environ['PR_NUMBER']
-github_token = os.environ['GITHUB_TOKEN']
+repo_name = os.environ["REPO_NAME"]
+pr_number = os.environ["PR_NUMBER"]
+github_token = os.environ["GITHUB_TOKEN"]
 pr_diff = get_pr_diff(repo_name, pr_number, github_token)
 if pr_diff:
     print(pr_diff)

From d6e0749a1c9969ea6e8581cb9ce0e984a869f438 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:33:46 +0100
Subject: [PATCH 10/42] Test

---
 custom_script.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/custom_script.py b/custom_script.py
index c83482c6..3cbb8f25 100644
--- a/custom_script.py
+++ b/custom_script.py
@@ -22,9 +22,9 @@ def get_pr_diff(repo_name, pr_number, github_token):
 
 
 # Example usage
-repo_name = os.environ['REPO_NAME']
-pr_number = os.environ['PR_NUMBER']
-github_token = os.environ['GITHUB_TOKEN']
+repo_name = os.getenv('REPO_NAME')
+pr_number = os.getenv('PR_NUMBER')
+github_token = os.getenv('GITHUB_TOKEN')
 pr_diff = get_pr_diff(repo_name, pr_number, github_token)
 if pr_diff:
     print(pr_diff)

From a116fb5c627282e958ef97584063c9840af18896 Mon Sep 17 00:00:00 2001
From: UltralyticsAssistant <web@ultralytics.com>
Date: Thu, 18 Jan 2024 20:34:34 +0000
Subject: [PATCH 11/42] Auto-format by https://ultralytics.com/actions

---
 custom_script.py | 11 ++++-------
 1 file changed, 4 insertions(+), 7 deletions(-)

diff --git a/custom_script.py b/custom_script.py
index 3cbb8f25..f8bf8a5c 100644
--- a/custom_script.py
+++ b/custom_script.py
@@ -10,10 +10,7 @@
 def get_pr_diff(repo_name, pr_number, github_token):
     """Fetches the diff of a specific PR from a GitHub repository."""
     url = f"https://api.github.com/repos/{repo_name}/pulls/{pr_number}"
-    headers = {
-        "Authorization": f"token {github_token}",
-        "Accept": "application/vnd.github.v3.diff"
-    }
+    headers = {"Authorization": f"token {github_token}", "Accept": "application/vnd.github.v3.diff"}
     response = requests.get(url, headers=headers)
     if response.status_code == 200:
         return response.text
@@ -22,9 +19,9 @@ def get_pr_diff(repo_name, pr_number, github_token):
 
 
 # Example usage
-repo_name = os.getenv('REPO_NAME')
-pr_number = os.getenv('PR_NUMBER')
-github_token = os.getenv('GITHUB_TOKEN')
+repo_name = os.getenv("REPO_NAME")
+pr_number = os.getenv("PR_NUMBER")
+github_token = os.getenv("GITHUB_TOKEN")
 pr_diff = get_pr_diff(repo_name, pr_number, github_token)
 if pr_diff:
     print(pr_diff)

From 3e6f8868920b9b2a16e1227ac8eb277291a7ab1a Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:36:25 +0100
Subject: [PATCH 12/42] Test

---
 custom_script.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/custom_script.py b/custom_script.py
index f8bf8a5c..abecf818 100644
--- a/custom_script.py
+++ b/custom_script.py
@@ -12,6 +12,8 @@ def get_pr_diff(repo_name, pr_number, github_token):
     url = f"https://api.github.com/repos/{repo_name}/pulls/{pr_number}"
     headers = {"Authorization": f"token {github_token}", "Accept": "application/vnd.github.v3.diff"}
     response = requests.get(url, headers=headers)
+
+    print(response)
     if response.status_code == 200:
         return response.text
     else:
@@ -22,6 +24,8 @@ def get_pr_diff(repo_name, pr_number, github_token):
 repo_name = os.getenv("REPO_NAME")
 pr_number = os.getenv("PR_NUMBER")
 github_token = os.getenv("GITHUB_TOKEN")
+
+print(repo_name, pr_number, github_token)
 pr_diff = get_pr_diff(repo_name, pr_number, github_token)
 if pr_diff:
     print(pr_diff)

From 85172ee3ae569b978e91a34035ce6ab427e37b26 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:37:09 +0100
Subject: [PATCH 13/42] Test

---
 .github/workflows/format.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/format.yml b/.github/workflows/format.yml
index 96184049..5b54b4f0 100644
--- a/.github/workflows/format.yml
+++ b/.github/workflows/format.yml
@@ -19,6 +19,7 @@ jobs:
         with:
           token: ${{ secrets.GITHUB_TOKEN }} # automatically generated
           python: true
-          prettier: true
+          docstrings: true
+          markdown: true
           spelling: false
-          links: true
+          links: false

From 8f3e5dba71fbe71570f2405dba121661ecc38517 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:39:21 +0100
Subject: [PATCH 14/42] Test

---
 action.yml       |  6 +-----
 custom_script.py | 28 +++++++++++++---------------
 2 files changed, 14 insertions(+), 20 deletions(-)

diff --git a/action.yml b/action.yml
index f3955040..ee0f8504 100644
--- a/action.yml
+++ b/action.yml
@@ -140,12 +140,8 @@ runs:
     - name: Summarize PR
       if: inputs.summary == 'true' && (github.event_name == 'pull_request' || github.event_name == 'pull_request_target') && (inputs.event.action == 'opened' || inputs.event.action == 'closed')
       run: |
-        python custom_script.py
+        python custom_script.py "${{ github.repository }}" "${{ github.event.pull_request.number }}" "${{ inputs.token }}"
       shell: bash
-      env:
-        REPO_NAME: ${{ github.repository }}
-        PR_NUMBER: ${{ github.event.pull_request.number }}
-        GITHUB_TOKEN: ${{ inputs.token }}
       continue-on-error: true
 
     # Broken links -----------------------------------------------------------------------------------------------------
diff --git a/custom_script.py b/custom_script.py
index abecf818..e5a2a938 100644
--- a/custom_script.py
+++ b/custom_script.py
@@ -1,10 +1,12 @@
-import os
-
-print("CUSTOM PYTHON SCRIPT IS WORKING 1!!")
+import sys
 
 import requests
 
-print("CUSTOM PYTHON SCRIPT IS WORKING 2!!")
+repo_name = sys.argv[1]
+pr_number = sys.argv[2]
+github_token = sys.argv[3]
+
+print("CUSTOM PYTHON SCRIPT IS WORKING 1!!")
 
 
 def get_pr_diff(repo_name, pr_number, github_token):
@@ -20,14 +22,10 @@ def get_pr_diff(repo_name, pr_number, github_token):
         return None
 
 
-# Example usage
-repo_name = os.getenv("REPO_NAME")
-pr_number = os.getenv("PR_NUMBER")
-github_token = os.getenv("GITHUB_TOKEN")
-
-print(repo_name, pr_number, github_token)
-pr_diff = get_pr_diff(repo_name, pr_number, github_token)
-if pr_diff:
-    print(pr_diff)
-else:
-    print("Failed to fetch PR diff")
+if __name__ == "__main__":
+    print(repo_name, pr_number, github_token)
+    pr_diff = get_pr_diff(repo_name, pr_number, github_token)
+    if pr_diff:
+        print(pr_diff)
+    else:
+        print("Failed to fetch PR diff")

From d7b96519afa89bf32a9196200f9a036cd12aa3a6 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:42:45 +0100
Subject: [PATCH 15/42] Test

---
 action.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/action.yml b/action.yml
index ee0f8504..3b67f6bf 100644
--- a/action.yml
+++ b/action.yml
@@ -40,6 +40,7 @@ runs:
         echo "github.event_name: ${{ github.event_name }}"  # i.e. "pull_request"
         echo "github.event.action: ${{ github.event.action }}"  # i.e. "open" or "close"
         echo "github.repository: ${{ github.repository }}"
+        echo "github.event.pull_request.number: ${{ github.event.pull_request.number }}"
         echo "github.event.pull_request.head.repo.full_name: ${{ github.event.pull_request.head.repo.full_name }}"
         echo "github.actor: ${{ github.actor }}"
         echo "github.event.pull_request.head.ref: ${{ github.event.pull_request.head.ref }}"

From 27165ce3d9f215ca465bf13eb5f1094d4f6752f5 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:43:40 +0100
Subject: [PATCH 16/42] Test

---
 custom_script.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/custom_script.py b/custom_script.py
index e5a2a938..5c511e46 100644
--- a/custom_script.py
+++ b/custom_script.py
@@ -2,6 +2,8 @@
 
 import requests
 
+print(sys.argv)
+
 repo_name = sys.argv[1]
 pr_number = sys.argv[2]
 github_token = sys.argv[3]

From 28a139aacdfba302f1a1316300899423ba4f9e80 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:44:21 +0100
Subject: [PATCH 17/42] Test

---
 action.yml | 8 --------
 1 file changed, 8 deletions(-)

diff --git a/action.yml b/action.yml
index 3b67f6bf..7d4fd2a1 100644
--- a/action.yml
+++ b/action.yml
@@ -113,14 +113,6 @@ runs:
       shell: bash
       continue-on-error: true
 
-    # Custom Python Script -------------------------------------------------------------------------------------------
-    - name: Run Custom Python Script
-      if: inputs.python == 'true'
-      run: |
-        python custom_script.py
-      shell: bash
-      continue-on-error: true
-
     # Commit Changes ---------------------------------------------------------------------------------------------------
     - name: Commit and Push Changes
       run: |

From 435b6cb26ed2740f4b4db2f5a8d74044cb4fd2a9 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:46:48 +0100
Subject: [PATCH 18/42] Test

---
 action.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/action.yml b/action.yml
index 7d4fd2a1..889d193a 100644
--- a/action.yml
+++ b/action.yml
@@ -131,7 +131,7 @@ runs:
 
     # Custom Python Script for Summary ---------------------------------------------------------------------------------
     - name: Summarize PR
-      if: inputs.summary == 'true' && (github.event_name == 'pull_request' || github.event_name == 'pull_request_target') && (inputs.event.action == 'opened' || inputs.event.action == 'closed')
+      # if: inputs.summary == 'true' && (github.event_name == 'pull_request' || github.event_name == 'pull_request_target') && (inputs.event.action == 'opened' || inputs.event.action == 'closed')
       run: |
         python custom_script.py "${{ github.repository }}" "${{ github.event.pull_request.number }}" "${{ inputs.token }}"
       shell: bash

From 2ab17f0914189e33ae1ba5188003206eb6af42bc Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:49:29 +0100
Subject: [PATCH 19/42] Test

---
 action.yml                                  |  6 ++++-
 custom_script.py => utils/run_pr_summary.py | 28 +++++++++------------
 2 files changed, 17 insertions(+), 17 deletions(-)
 rename custom_script.py => utils/run_pr_summary.py (56%)

diff --git a/action.yml b/action.yml
index 889d193a..6993faeb 100644
--- a/action.yml
+++ b/action.yml
@@ -132,8 +132,12 @@ runs:
     # Custom Python Script for Summary ---------------------------------------------------------------------------------
     - name: Summarize PR
       # if: inputs.summary == 'true' && (github.event_name == 'pull_request' || github.event_name == 'pull_request_target') && (inputs.event.action == 'opened' || inputs.event.action == 'closed')
+      env:
+        REPO_NAME: ${{ github.repository }}
+        PR_NUMBER: ${{ github.event.pull_request.number }}
+        GITHUB_TOKEN: ${{ inputs.token }}
       run: |
-        python custom_script.py "${{ github.repository }}" "${{ github.event.pull_request.number }}" "${{ inputs.token }}"
+        python utils/run_pr_summary.py
       shell: bash
       continue-on-error: true
 
diff --git a/custom_script.py b/utils/run_pr_summary.py
similarity index 56%
rename from custom_script.py
rename to utils/run_pr_summary.py
index 5c511e46..21acb62b 100644
--- a/custom_script.py
+++ b/utils/run_pr_summary.py
@@ -1,15 +1,7 @@
-import sys
+import os
 
 import requests
 
-print(sys.argv)
-
-repo_name = sys.argv[1]
-pr_number = sys.argv[2]
-github_token = sys.argv[3]
-
-print("CUSTOM PYTHON SCRIPT IS WORKING 1!!")
-
 
 def get_pr_diff(repo_name, pr_number, github_token):
     """Fetches the diff of a specific PR from a GitHub repository."""
@@ -24,10 +16,14 @@ def get_pr_diff(repo_name, pr_number, github_token):
         return None
 
 
-if __name__ == "__main__":
-    print(repo_name, pr_number, github_token)
-    pr_diff = get_pr_diff(repo_name, pr_number, github_token)
-    if pr_diff:
-        print(pr_diff)
-    else:
-        print("Failed to fetch PR diff")
+# Example usage
+repo_name = os.getenv("REPO_NAME")
+pr_number = os.getenv("PR_NUMBER")
+github_token = os.getenv("GITHUB_TOKEN")
+
+print(repo_name, pr_number, github_token)
+pr_diff = get_pr_diff(repo_name, pr_number, github_token)
+if pr_diff:
+    print(pr_diff)
+else:
+    print("Failed to fetch PR diff")

From 6a41badb2f5228da875f61d976944971a47e4350 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:50:30 +0100
Subject: [PATCH 20/42] Test

---
 utils/run_pr_summary.py | 27 +++++++++++----------------
 1 file changed, 11 insertions(+), 16 deletions(-)

diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index 21acb62b..4f0fdadd 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -8,22 +8,17 @@ def get_pr_diff(repo_name, pr_number, github_token):
     url = f"https://api.github.com/repos/{repo_name}/pulls/{pr_number}"
     headers = {"Authorization": f"token {github_token}", "Accept": "application/vnd.github.v3.diff"}
     response = requests.get(url, headers=headers)
-
-    print(response)
-    if response.status_code == 200:
-        return response.text
-    else:
-        return None
+    return response.text if response.status_code == 200 else ""
 
 
-# Example usage
-repo_name = os.getenv("REPO_NAME")
-pr_number = os.getenv("PR_NUMBER")
-github_token = os.getenv("GITHUB_TOKEN")
+if __name__ == "__main__":
+    repo_name = os.getenv("REPO_NAME")
+    pr_number = os.getenv("PR_NUMBER")
+    github_token = os.getenv("GITHUB_TOKEN")
 
-print(repo_name, pr_number, github_token)
-pr_diff = get_pr_diff(repo_name, pr_number, github_token)
-if pr_diff:
-    print(pr_diff)
-else:
-    print("Failed to fetch PR diff")
+    print(repo_name, pr_number, github_token)
+    pr_diff = get_pr_diff(repo_name, pr_number, github_token)
+    if pr_diff:
+        print(pr_diff)
+    else:
+        print("Failed to fetch PR diff")

From 6f1172f529d69a8987646b44b536b4ea53cfb590 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:51:52 +0100
Subject: [PATCH 21/42] Test

---
 utils/run_pr_summary.py | 21 ++++++++-------------
 1 file changed, 8 insertions(+), 13 deletions(-)

diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index 4f0fdadd..b24f43e5 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -2,23 +2,18 @@
 
 import requests
 
+REPO_NAME = os.getenv("REPO_NAME")
+PR_NUMBER = os.getenv("PR_NUMBER")
+github_token = os.getenv("GITHUB_TOKEN")
 
-def get_pr_diff(repo_name, pr_number, github_token):
+
+def get_pr_diff():
     """Fetches the diff of a specific PR from a GitHub repository."""
-    url = f"https://api.github.com/repos/{repo_name}/pulls/{pr_number}"
-    headers = {"Authorization": f"token {github_token}", "Accept": "application/vnd.github.v3.diff"}
+    url = f"https://api.github.com/repos/{REPO_NAME}/pulls/{PR_NUMBER}"
+    headers = {"Authorization": f"token {GITHUB_TOKEN}", "Accept": "application/vnd.github.v3.diff"}
     response = requests.get(url, headers=headers)
     return response.text if response.status_code == 200 else ""
 
 
 if __name__ == "__main__":
-    repo_name = os.getenv("REPO_NAME")
-    pr_number = os.getenv("PR_NUMBER")
-    github_token = os.getenv("GITHUB_TOKEN")
-
-    print(repo_name, pr_number, github_token)
-    pr_diff = get_pr_diff(repo_name, pr_number, github_token)
-    if pr_diff:
-        print(pr_diff)
-    else:
-        print("Failed to fetch PR diff")
+    pr_diff = get_pr_diff()

From fe993686a4b18e07230846bd6a54215484ecde1b Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 21:58:46 +0100
Subject: [PATCH 22/42] Test

---
 utils/run_pr_summary.py | 80 ++++++++++++++++++++++++++++++++++++++---
 1 file changed, 76 insertions(+), 4 deletions(-)

diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index b24f43e5..6bbb3db7 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -1,19 +1,91 @@
 import os
 
 import requests
+from assistant.utils import openai_client
+from assistant.utils.llm import create_openai_llm
+
+MODEL_NAME = "gpt-4-1106-preview"
+MODEL = create_openai_llm(model_name=MODEL_NAME)
+CONTEXT_TOKENS = 128000
+SUMMARY_START = (
+    "## 🛠️ PR Summary\n\n<sub>Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions)<sub>\n\n"
+)
 
 REPO_NAME = os.getenv("REPO_NAME")
 PR_NUMBER = os.getenv("PR_NUMBER")
-github_token = os.getenv("GITHUB_TOKEN")
+GITHUB_TOKEN = os.getenv("GITHUB_TOKEN")
+GITHUB_HEADERS = {"Authorization": f"token {GITHUB_TOKEN}"}
 
 
-def get_pr_diff():
+def get_pr_diff(repo_name, pr_number):
     """Fetches the diff of a specific PR from a GitHub repository."""
-    url = f"https://api.github.com/repos/{REPO_NAME}/pulls/{PR_NUMBER}"
+    url = f"https://api.github.com/repos/{repo_name}/pulls/{pr_number}"
     headers = {"Authorization": f"token {GITHUB_TOKEN}", "Accept": "application/vnd.github.v3.diff"}
     response = requests.get(url, headers=headers)
     return response.text if response.status_code == 200 else ""
 
 
+def generate_pr_summary(repo_name, pr_title, diff_text):
+    """Generates a professionally written yet accessible summary of a PR using OpenAI's API."""
+    if not diff_text:
+        diff_text = "**ERROR: DIFF IS EMPTY, THERE ARE ZERO CODE CHANGES IN THIS PR."
+    ratio = 3.3  # about 3.3 characters per token
+    limit = round(CONTEXT_TOKENS * ratio * 0.7)  # use up to 70% of the context window
+    messages = [
+        {
+            "role": "system",
+            "content": "You are an Ultralytics AI assistant skilled in software development and technical communication. Your task is to summarize GitHub PRs from Ultralytics in a way that is accurate, concise, and understandable to both expert developers and non-expert users. Focus on highlighting the key changes and their impact in simple, concise terms.",
+        },
+        {
+            "role": "user",
+            "content": f"Summarize this '{repo_name}' PR, focusing on major changes, their purpose, and potential impact. Keep the summary clear and concise, suitable for a broad audience. Add emojis to enliven the summary. Reply directly with a summary along these example guidelines, though feel free to adjust as appropriate:\n\n"
+                       f"### 🌟 Summary (single-line synopsis)\n"
+                       f"### 📊 Key Changes (bullet points highlighting any major changes)\n"
+                       f"### 🎯 Purpose & Impact (bullet points explaining any benefits and potential impact to users)\n"
+                       f"\n\nHere's the PR diff:\n\n{diff_text[:limit]}",
+        },
+    ]
+    use_client = True
+    if use_client:
+        response = openai_client().chat.completions.create(model=MODEL_NAME, messages=messages).choices[0]
+    else:
+        response = MODEL.chat(messages=messages)
+    reply = response.message.content.strip()
+    if len(diff_text) > limit:
+        return SUMMARY_START + "**WARNING ⚠️** this PR is very large, summary may not cover all changes.\n\n" + reply
+    else:
+        return SUMMARY_START + reply
+
+
+def update_pr_description(repo_name, pr_number, new_summary):
+    """Updates the original PR description with a new summary, replacing an existing summary if found."""
+    # Fetch the current PR description
+    pr_url = f"https://api.github.com/repos/{repo_name}/pulls/{pr_number}"
+    pr_response = requests.get(pr_url, headers=GITHUB_HEADERS)
+    pr_data = pr_response.json()
+    current_description = pr_data.get("body") or ""  # warning, can be None
+
+    # Check if existing summary is present and update accordingly
+    if SUMMARY_START in current_description:
+        updated_description = current_description.split(SUMMARY_START)[0] + new_summary
+    else:
+        updated_description = current_description + "\n\n" + new_summary
+
+    # Update the PR description
+    update_response = requests.patch(pr_url, json={"body": updated_description}, headers=GITHUB_HEADERS)
+    return update_response.status_code
+
+
 if __name__ == "__main__":
-    pr_diff = get_pr_diff()
+    # Fetch PR details
+    pr_diff = get_pr_diff(REPO_NAME, PR_NUMBER)
+
+    # Generate PR summary
+    summary = generate_pr_summary(REPO_NAME, PR_NUMBER, pr_diff)
+
+    # Update PR description
+    status_code = update_pr_description(REPO_NAME, PR_NUMBER, summary)
+    if status_code == 200:
+        print("PR description updated successfully.")
+    else:
+        print(f"Failed to update PR description. Status code: {status_code}")

From 237a33f606c6b169a37b1d4123c3d0c06082d479 Mon Sep 17 00:00:00 2001
From: UltralyticsAssistant <web@ultralytics.com>
Date: Thu, 18 Jan 2024 20:59:13 +0000
Subject: [PATCH 23/42] Auto-format by https://ultralytics.com/actions

---
 utils/run_pr_summary.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index 6bbb3db7..bd87f991 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -39,10 +39,10 @@ def generate_pr_summary(repo_name, pr_title, diff_text):
         {
             "role": "user",
             "content": f"Summarize this '{repo_name}' PR, focusing on major changes, their purpose, and potential impact. Keep the summary clear and concise, suitable for a broad audience. Add emojis to enliven the summary. Reply directly with a summary along these example guidelines, though feel free to adjust as appropriate:\n\n"
-                       f"### 🌟 Summary (single-line synopsis)\n"
-                       f"### 📊 Key Changes (bullet points highlighting any major changes)\n"
-                       f"### 🎯 Purpose & Impact (bullet points explaining any benefits and potential impact to users)\n"
-                       f"\n\nHere's the PR diff:\n\n{diff_text[:limit]}",
+            f"### 🌟 Summary (single-line synopsis)\n"
+            f"### 📊 Key Changes (bullet points highlighting any major changes)\n"
+            f"### 🎯 Purpose & Impact (bullet points explaining any benefits and potential impact to users)\n"
+            f"\n\nHere's the PR diff:\n\n{diff_text[:limit]}",
         },
     ]
     use_client = True

From e8d60b387e0e87d8d26956e23ff245e31ece1fae Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 22:09:07 +0100
Subject: [PATCH 24/42] Test

---
 action.yml              | 13 +++++++++++++
 utils/run_pr_summary.py | 27 +++++++++++++++++++--------
 2 files changed, 32 insertions(+), 8 deletions(-)

diff --git a/action.yml b/action.yml
index 6993faeb..d63a364c 100644
--- a/action.yml
+++ b/action.yml
@@ -32,6 +32,15 @@ inputs:
     description: "Run PR Summary"
     required: false
     default: "false"
+  openai_api_key:
+    description: "OpenAI API Key"
+    required: false
+  openai_azure_api_key:
+    description: "OpenAI Azure API Key"
+    required: false
+  openai_azure_endpoint:
+    description: "OpenAI Azure Endpoint"
+    required: false
 runs:
   using: "composite"
   steps:
@@ -136,7 +145,11 @@ runs:
         REPO_NAME: ${{ github.repository }}
         PR_NUMBER: ${{ github.event.pull_request.number }}
         GITHUB_TOKEN: ${{ inputs.token }}
+        OPENAI_API_KEY: ${{ inputs.openai_api_key }}
+        OPENAI_AZURE_API_KEY: ${{ inputs.openai_azure_api_key }}
+        OPENAI_AZURE_ENDPOINT: ${{ inputs.openai_azure_endpoint }}
       run: |
+        pip install openai
         python utils/run_pr_summary.py
       shell: bash
       continue-on-error: true
diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index 6bbb3db7..620d5487 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -1,11 +1,9 @@
 import os
 
 import requests
-from assistant.utils import openai_client
-from assistant.utils.llm import create_openai_llm
+from openai import OpenAI, AzureOpenAI
 
 MODEL_NAME = "gpt-4-1106-preview"
-MODEL = create_openai_llm(model_name=MODEL_NAME)
 CONTEXT_TOKENS = 128000
 SUMMARY_START = (
     "## 🛠️ PR Summary\n\n<sub>Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions)<sub>\n\n"
@@ -15,6 +13,23 @@
 PR_NUMBER = os.getenv("PR_NUMBER")
 GITHUB_TOKEN = os.getenv("GITHUB_TOKEN")
 GITHUB_HEADERS = {"Authorization": f"token {GITHUB_TOKEN}"}
+OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
+OPENAI_AZURE_API_KEY = os.getenv("OPENAI_AZURE_API_KEY")
+OPENAI_AZURE_ENDPOINT = os.getenv("OPENAI_AZURE_ENDPOINT")
+
+
+def openai_client(azure=True):
+    """Returns OpenAI client instance."""
+
+    return (
+        AzureOpenAI(
+            api_key=OPENAI_AZURE_API_KEY,
+            api_version="2023-09-01-preview",
+            azure_endpoint=OPENAI_AZURE_ENDPOINT,
+        )
+        if azure
+        else OpenAI(api_key=OPENAI_API_KEY)
+    )
 
 
 def get_pr_diff(repo_name, pr_number):
@@ -45,11 +60,7 @@ def generate_pr_summary(repo_name, pr_title, diff_text):
                        f"\n\nHere's the PR diff:\n\n{diff_text[:limit]}",
         },
     ]
-    use_client = True
-    if use_client:
-        response = openai_client().chat.completions.create(model=MODEL_NAME, messages=messages).choices[0]
-    else:
-        response = MODEL.chat(messages=messages)
+    response = openai_client().chat.completions.create(model=MODEL_NAME, messages=messages).choices[0]
     reply = response.message.content.strip()
     if len(diff_text) > limit:
         return SUMMARY_START + "**WARNING ⚠️** this PR is very large, summary may not cover all changes.\n\n" + reply

From e6d0ae9ce8023307c6aa00c8281f43b7f36ca204 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 22:25:35 +0100
Subject: [PATCH 25/42] Test

---
 .github/workflows/format.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.github/workflows/format.yml b/.github/workflows/format.yml
index 5b54b4f0..422cb808 100644
--- a/.github/workflows/format.yml
+++ b/.github/workflows/format.yml
@@ -23,3 +23,5 @@ jobs:
           markdown: true
           spelling: false
           links: false
+          summary: true
+          openai_api_key: ${{ secrets.OPENAI_API_KEY }}

From 39641435bdb0f6709c0ef2888f4a4d6d9aa4a7ed Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 22:26:56 +0100
Subject: [PATCH 26/42] Test

---
 utils/run_pr_summary.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index ed45003d..f7affec4 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -18,7 +18,7 @@
 OPENAI_AZURE_ENDPOINT = os.getenv("OPENAI_AZURE_ENDPOINT")
 
 
-def openai_client(azure=True):
+def openai_client(azure=False):
     """Returns OpenAI client instance."""
 
     return (

From 5030f0aecaea9bf3e4ac42fdbebb12149f8c59b3 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 22:27:39 +0100
Subject: [PATCH 27/42] Test

---
 utils/run_pr_summary.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index f7affec4..7ce36e23 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -18,7 +18,7 @@
 OPENAI_AZURE_ENDPOINT = os.getenv("OPENAI_AZURE_ENDPOINT")
 
 
-def openai_client(azure=False):
+def openai_client(azure=OPENAI_AZURE_ENDPOINT and OPENAI_AZURE_API_KEY):
     """Returns OpenAI client instance."""
 
     return (

From de990e9cf9958202fde3677170786a35f3d33702 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 22:41:54 +0100
Subject: [PATCH 28/42] Test

---
 action.yml              |  5 +++++
 utils/run_pr_summary.py | 30 ++++++++++++------------------
 2 files changed, 17 insertions(+), 18 deletions(-)

diff --git a/action.yml b/action.yml
index d63a364c..2181f700 100644
--- a/action.yml
+++ b/action.yml
@@ -41,6 +41,10 @@ inputs:
   openai_azure_endpoint:
     description: "OpenAI Azure Endpoint"
     required: false
+  openai_model:
+    description: "OpenAI Model"
+    required: false
+    default: "gpt-4-1106-preview"
 runs:
   using: "composite"
   steps:
@@ -148,6 +152,7 @@ runs:
         OPENAI_API_KEY: ${{ inputs.openai_api_key }}
         OPENAI_AZURE_API_KEY: ${{ inputs.openai_azure_api_key }}
         OPENAI_AZURE_ENDPOINT: ${{ inputs.openai_azure_endpoint }}
+        OPENAI_MODEL: ${{ inputs.openai_model }}
       run: |
         pip install openai
         python utils/run_pr_summary.py
diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index 7ce36e23..0f6a54ab 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -3,12 +3,6 @@
 import requests
 from openai import OpenAI, AzureOpenAI
 
-MODEL_NAME = "gpt-4-1106-preview"
-CONTEXT_TOKENS = 128000
-SUMMARY_START = (
-    "## 🛠️ PR Summary\n\n<sub>Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions)<sub>\n\n"
-)
-
 REPO_NAME = os.getenv("REPO_NAME")
 PR_NUMBER = os.getenv("PR_NUMBER")
 GITHUB_TOKEN = os.getenv("GITHUB_TOKEN")
@@ -16,17 +10,17 @@
 OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
 OPENAI_AZURE_API_KEY = os.getenv("OPENAI_AZURE_API_KEY")
 OPENAI_AZURE_ENDPOINT = os.getenv("OPENAI_AZURE_ENDPOINT")
+OPENAI_MODEL = os.getenv("OPENAI_MODEL")
+OPENAI_MODEL_TOKENS = 128000
+SUMMARY_START = (
+    "## 🛠️ PR Summary\n\n<sub>Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions)<sub>\n\n"
+)
 
 
 def openai_client(azure=OPENAI_AZURE_ENDPOINT and OPENAI_AZURE_API_KEY):
     """Returns OpenAI client instance."""
-
     return (
-        AzureOpenAI(
-            api_key=OPENAI_AZURE_API_KEY,
-            api_version="2023-09-01-preview",
-            azure_endpoint=OPENAI_AZURE_ENDPOINT,
-        )
+        AzureOpenAI(api_key=OPENAI_AZURE_API_KEY, api_version="2023-09-01-preview", azure_endpoint=OPENAI_AZURE_ENDPOINT)
         if azure
         else OpenAI(api_key=OPENAI_API_KEY)
     )
@@ -45,7 +39,7 @@ def generate_pr_summary(repo_name, pr_title, diff_text):
     if not diff_text:
         diff_text = "**ERROR: DIFF IS EMPTY, THERE ARE ZERO CODE CHANGES IN THIS PR."
     ratio = 3.3  # about 3.3 characters per token
-    limit = round(CONTEXT_TOKENS * ratio * 0.7)  # use up to 70% of the context window
+    limit = round(OPENAI_MODEL_TOKENS * ratio * 0.7)  # use up to 70% of the context window
     messages = [
         {
             "role": "system",
@@ -54,13 +48,13 @@ def generate_pr_summary(repo_name, pr_title, diff_text):
         {
             "role": "user",
             "content": f"Summarize this '{repo_name}' PR, focusing on major changes, their purpose, and potential impact. Keep the summary clear and concise, suitable for a broad audience. Add emojis to enliven the summary. Reply directly with a summary along these example guidelines, though feel free to adjust as appropriate:\n\n"
-            f"### 🌟 Summary (single-line synopsis)\n"
-            f"### 📊 Key Changes (bullet points highlighting any major changes)\n"
-            f"### 🎯 Purpose & Impact (bullet points explaining any benefits and potential impact to users)\n"
-            f"\n\nHere's the PR diff:\n\n{diff_text[:limit]}",
+                       f"### 🌟 Summary (single-line synopsis)\n"
+                       f"### 📊 Key Changes (bullet points highlighting any major changes)\n"
+                       f"### 🎯 Purpose & Impact (bullet points explaining any benefits and potential impact to users)\n"
+                       f"\n\nHere's the PR diff:\n\n{diff_text[:limit]}",
         },
     ]
-    response = openai_client().chat.completions.create(model=MODEL_NAME, messages=messages).choices[0]
+    response = openai_client().chat.completions.create(model=OPENAI_MODEL, messages=messages).choices[0]
     reply = response.message.content.strip()
     if len(diff_text) > limit:
         return SUMMARY_START + "**WARNING ⚠️** this PR is very large, summary may not cover all changes.\n\n" + reply

From 0dce74a95f14942630d79ab1c96c44d2e859e657 Mon Sep 17 00:00:00 2001
From: UltralyticsAssistant <web@ultralytics.com>
Date: Thu, 18 Jan 2024 21:42:19 +0000
Subject: [PATCH 29/42] Auto-format by https://ultralytics.com/actions

---
 utils/run_pr_summary.py | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index 0f6a54ab..e7be824e 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -20,7 +20,9 @@
 def openai_client(azure=OPENAI_AZURE_ENDPOINT and OPENAI_AZURE_API_KEY):
     """Returns OpenAI client instance."""
     return (
-        AzureOpenAI(api_key=OPENAI_AZURE_API_KEY, api_version="2023-09-01-preview", azure_endpoint=OPENAI_AZURE_ENDPOINT)
+        AzureOpenAI(
+            api_key=OPENAI_AZURE_API_KEY, api_version="2023-09-01-preview", azure_endpoint=OPENAI_AZURE_ENDPOINT
+        )
         if azure
         else OpenAI(api_key=OPENAI_API_KEY)
     )
@@ -48,10 +50,10 @@ def generate_pr_summary(repo_name, pr_title, diff_text):
         {
             "role": "user",
             "content": f"Summarize this '{repo_name}' PR, focusing on major changes, their purpose, and potential impact. Keep the summary clear and concise, suitable for a broad audience. Add emojis to enliven the summary. Reply directly with a summary along these example guidelines, though feel free to adjust as appropriate:\n\n"
-                       f"### 🌟 Summary (single-line synopsis)\n"
-                       f"### 📊 Key Changes (bullet points highlighting any major changes)\n"
-                       f"### 🎯 Purpose & Impact (bullet points explaining any benefits and potential impact to users)\n"
-                       f"\n\nHere's the PR diff:\n\n{diff_text[:limit]}",
+            f"### 🌟 Summary (single-line synopsis)\n"
+            f"### 📊 Key Changes (bullet points highlighting any major changes)\n"
+            f"### 🎯 Purpose & Impact (bullet points explaining any benefits and potential impact to users)\n"
+            f"\n\nHere's the PR diff:\n\n{diff_text[:limit]}",
         },
     ]
     response = openai_client().chat.completions.create(model=OPENAI_MODEL, messages=messages).choices[0]

From 11bc73b5c36189641f64a48529ad1bdbc29cfbb6 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 22:52:25 +0100
Subject: [PATCH 30/42] Test

---
 .github/workflows/format.yml | 4 +++-
 action.yml                   | 2 +-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/format.yml b/.github/workflows/format.yml
index 422cb808..fa9aa9f5 100644
--- a/.github/workflows/format.yml
+++ b/.github/workflows/format.yml
@@ -24,4 +24,6 @@ jobs:
           spelling: false
           links: false
           summary: true
-          openai_api_key: ${{ secrets.OPENAI_API_KEY }}
+          #openai_api_key: ${{ secrets.OPENAI_API_KEY }}
+          openai_azure_api_key: ${{ secrets.OPENAI_AZURE_API_KEY }}
+          openai_azure_endpoint: ${{ secrets.OPENAI_AZURE_ENDPOINT }}
diff --git a/action.yml b/action.yml
index 2181f700..1e7e8098 100644
--- a/action.yml
+++ b/action.yml
@@ -154,7 +154,7 @@ runs:
         OPENAI_AZURE_ENDPOINT: ${{ inputs.openai_azure_endpoint }}
         OPENAI_MODEL: ${{ inputs.openai_model }}
       run: |
-        pip install openai
+        pip install --no-cache -q openai
         python utils/run_pr_summary.py
       shell: bash
       continue-on-error: true

From 19d28357fcf70f8e9e0d1c930e5fc5f3d1c81a90 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 22:55:40 +0100
Subject: [PATCH 31/42] Test

---
 utils/run_pr_summary.py | 16 ++++++++++++----
 1 file changed, 12 insertions(+), 4 deletions(-)

diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index e7be824e..3b13bab2 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -16,6 +16,14 @@
     "## 🛠️ PR Summary\n\n<sub>Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions)<sub>\n\n"
 )
 
+# Checks
+assert OPENAI_MODEL, "No model found, please define OPENAI_MODEL"
+assert OPENAI_API_KEY or (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT), \
+    "No OpenAI Keys found, please pass either OPENAI_API_KEY or both (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT)"
+if OPENAI_AZURE_API_KEY or OPENAI_AZURE_ENDPOINT:
+    assert (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT), \
+        "For Azure usage both both OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT must be passed."
+
 
 def openai_client(azure=OPENAI_AZURE_ENDPOINT and OPENAI_AZURE_API_KEY):
     """Returns OpenAI client instance."""
@@ -50,10 +58,10 @@ def generate_pr_summary(repo_name, pr_title, diff_text):
         {
             "role": "user",
             "content": f"Summarize this '{repo_name}' PR, focusing on major changes, their purpose, and potential impact. Keep the summary clear and concise, suitable for a broad audience. Add emojis to enliven the summary. Reply directly with a summary along these example guidelines, though feel free to adjust as appropriate:\n\n"
-            f"### 🌟 Summary (single-line synopsis)\n"
-            f"### 📊 Key Changes (bullet points highlighting any major changes)\n"
-            f"### 🎯 Purpose & Impact (bullet points explaining any benefits and potential impact to users)\n"
-            f"\n\nHere's the PR diff:\n\n{diff_text[:limit]}",
+                       f"### 🌟 Summary (single-line synopsis)\n"
+                       f"### 📊 Key Changes (bullet points highlighting any major changes)\n"
+                       f"### 🎯 Purpose & Impact (bullet points explaining any benefits and potential impact to users)\n"
+                       f"\n\nHere's the PR diff:\n\n{diff_text[:limit]}",
         },
     ]
     response = openai_client().chat.completions.create(model=OPENAI_MODEL, messages=messages).choices[0]

From 0faabe318ca23663afeeafdf9eb7dacaf939e20c Mon Sep 17 00:00:00 2001
From: UltralyticsAssistant <web@ultralytics.com>
Date: Thu, 18 Jan 2024 21:56:03 +0000
Subject: [PATCH 32/42] Auto-format by https://ultralytics.com/actions

---
 utils/run_pr_summary.py | 18 ++++++++++--------
 1 file changed, 10 insertions(+), 8 deletions(-)

diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index 3b13bab2..6ff0f97d 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -18,11 +18,13 @@
 
 # Checks
 assert OPENAI_MODEL, "No model found, please define OPENAI_MODEL"
-assert OPENAI_API_KEY or (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT), \
-    "No OpenAI Keys found, please pass either OPENAI_API_KEY or both (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT)"
+assert OPENAI_API_KEY or (
+    OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT
+), "No OpenAI Keys found, please pass either OPENAI_API_KEY or both (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT)"
 if OPENAI_AZURE_API_KEY or OPENAI_AZURE_ENDPOINT:
-    assert (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT), \
-        "For Azure usage both both OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT must be passed."
+    assert (
+        OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT
+    ), "For Azure usage both both OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT must be passed."
 
 
 def openai_client(azure=OPENAI_AZURE_ENDPOINT and OPENAI_AZURE_API_KEY):
@@ -58,10 +60,10 @@ def generate_pr_summary(repo_name, pr_title, diff_text):
         {
             "role": "user",
             "content": f"Summarize this '{repo_name}' PR, focusing on major changes, their purpose, and potential impact. Keep the summary clear and concise, suitable for a broad audience. Add emojis to enliven the summary. Reply directly with a summary along these example guidelines, though feel free to adjust as appropriate:\n\n"
-                       f"### 🌟 Summary (single-line synopsis)\n"
-                       f"### 📊 Key Changes (bullet points highlighting any major changes)\n"
-                       f"### 🎯 Purpose & Impact (bullet points explaining any benefits and potential impact to users)\n"
-                       f"\n\nHere's the PR diff:\n\n{diff_text[:limit]}",
+            f"### 🌟 Summary (single-line synopsis)\n"
+            f"### 📊 Key Changes (bullet points highlighting any major changes)\n"
+            f"### 🎯 Purpose & Impact (bullet points explaining any benefits and potential impact to users)\n"
+            f"\n\nHere's the PR diff:\n\n{diff_text[:limit]}",
         },
     ]
     response = openai_client().chat.completions.create(model=OPENAI_MODEL, messages=messages).choices[0]

From 067320e405619ac90d05bb2ab168a4c69ef8854e Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 22:59:47 +0100
Subject: [PATCH 33/42] Test

---
 utils/run_pr_summary.py | 11 ++++-------
 1 file changed, 4 insertions(+), 7 deletions(-)

diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index 6ff0f97d..fae3fda2 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -10,6 +10,7 @@
 OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
 OPENAI_AZURE_API_KEY = os.getenv("OPENAI_AZURE_API_KEY")
 OPENAI_AZURE_ENDPOINT = os.getenv("OPENAI_AZURE_ENDPOINT")
+OPENAI_AZURE_BOTH = OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT
 OPENAI_MODEL = os.getenv("OPENAI_MODEL")
 OPENAI_MODEL_TOKENS = 128000
 SUMMARY_START = (
@@ -18,16 +19,12 @@
 
 # Checks
 assert OPENAI_MODEL, "No model found, please define OPENAI_MODEL"
-assert OPENAI_API_KEY or (
-    OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT
-), "No OpenAI Keys found, please pass either OPENAI_API_KEY or both (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT)"
+assert OPENAI_API_KEY or OPENAI_AZURE_BOTH, "No OpenAI Keys found, please pass either OPENAI_API_KEY or both (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT)"
 if OPENAI_AZURE_API_KEY or OPENAI_AZURE_ENDPOINT:
-    assert (
-        OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT
-    ), "For Azure usage both both OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT must be passed."
+    assert OPENAI_AZURE_BOTH, "For Azure usage both both OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT must be passed."
 
 
-def openai_client(azure=OPENAI_AZURE_ENDPOINT and OPENAI_AZURE_API_KEY):
+def openai_client(azure=OPENAI_AZURE_BOTH):
     """Returns OpenAI client instance."""
     return (
         AzureOpenAI(

From c5ce7f6ec1d29b144c5f0a92bc04b92bc6e3148e Mon Sep 17 00:00:00 2001
From: UltralyticsAssistant <web@ultralytics.com>
Date: Thu, 18 Jan 2024 22:00:13 +0000
Subject: [PATCH 34/42] Auto-format by https://ultralytics.com/actions

---
 utils/run_pr_summary.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index fae3fda2..757670ea 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -19,7 +19,9 @@
 
 # Checks
 assert OPENAI_MODEL, "No model found, please define OPENAI_MODEL"
-assert OPENAI_API_KEY or OPENAI_AZURE_BOTH, "No OpenAI Keys found, please pass either OPENAI_API_KEY or both (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT)"
+assert (
+    OPENAI_API_KEY or OPENAI_AZURE_BOTH
+), "No OpenAI Keys found, please pass either OPENAI_API_KEY or both (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT)"
 if OPENAI_AZURE_API_KEY or OPENAI_AZURE_ENDPOINT:
     assert OPENAI_AZURE_BOTH, "For Azure usage both both OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT must be passed."
 

From 214389bfd20474492c0c2b752ee73f932417471d Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 23:02:53 +0100
Subject: [PATCH 35/42] Test

---
 .github/workflows/format.yml | 7 +++----
 action.yml                   | 4 ++--
 2 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/format.yml b/.github/workflows/format.yml
index fa9aa9f5..9829d8f3 100644
--- a/.github/workflows/format.yml
+++ b/.github/workflows/format.yml
@@ -17,13 +17,12 @@ jobs:
       - name: Run Ultralytics Formatting
         uses: ultralytics/actions@test-local-python-script
         with:
-          token: ${{ secrets.GITHUB_TOKEN }} # automatically generated
+          token: ${{ secrets.GITHUB_TOKEN }} # automatically generated, do not modify
           python: true
-          docstrings: true
           markdown: true
           spelling: false
           links: false
-          summary: true
-          #openai_api_key: ${{ secrets.OPENAI_API_KEY }}
+          summary: true  # requires either 'openai_api_key' or both 'openai_azure_api_key' and 'openai_azure_endpoint'
           openai_azure_api_key: ${{ secrets.OPENAI_AZURE_API_KEY }}
           openai_azure_endpoint: ${{ secrets.OPENAI_AZURE_ENDPOINT }}
+          #openai_api_key: ${{ secrets.OPENAI_API_KEY }}
diff --git a/action.yml b/action.yml
index 1e7e8098..c08dfe37 100644
--- a/action.yml
+++ b/action.yml
@@ -142,9 +142,9 @@ runs:
       shell: bash
       continue-on-error: false
 
-    # Custom Python Script for Summary ---------------------------------------------------------------------------------
+    # PR Summary -------------------------------------------------------------------------------------------------------
     - name: Summarize PR
-      # if: inputs.summary == 'true' && (github.event_name == 'pull_request' || github.event_name == 'pull_request_target') && (inputs.event.action == 'opened' || inputs.event.action == 'closed')
+      if: inputs.summary == 'true' && (github.event_name == 'pull_request' || github.event_name == 'pull_request_target') && (inputs.event.action == 'opened' || inputs.event.action == 'closed')
       env:
         REPO_NAME: ${{ github.repository }}
         PR_NUMBER: ${{ github.event.pull_request.number }}

From 419fb41b767e73d5a3bf7110babd936fac0d9b6a Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 23:06:57 +0100
Subject: [PATCH 36/42] Test

---
 action.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/action.yml b/action.yml
index c08dfe37..c81892c9 100644
--- a/action.yml
+++ b/action.yml
@@ -107,7 +107,7 @@ runs:
 
     # Prettier (JavaScript, JSX, Angular, Vue, Flow, TypeScript, CSS, HTML, JSON, GraphQL, Markdown, YAML) -------------
     - name: Run Prettier
-      if: inputs.prettier == 'true' || inputs.markdown == 'true'
+      if: inputs.prettier == 'true'
       run: |
         npm install --global prettier
         npx prettier \

From 8f5a3cf9ab91cc5ff6fec51a70cbd59434079bd8 Mon Sep 17 00:00:00 2001
From: UltralyticsAssistant <web@ultralytics.com>
Date: Thu, 18 Jan 2024 22:07:18 +0000
Subject: [PATCH 37/42] Auto-format by https://ultralytics.com/actions

---
 README.md | 46 +++++++++++++++++++++++-----------------------
 1 file changed, 23 insertions(+), 23 deletions(-)

diff --git a/README.md b/README.md
index 2050af99..5b086125 100644
--- a/README.md
+++ b/README.md
@@ -32,29 +32,29 @@ To use this action in your Ultralytics repository:
 
 2. **Add the Action:** Use the Ultralytics Actions in your workflow file as follows:
 
-   ```yaml
-   name: Ultralytics Actions
-
-   on:
-     push:
-       branches: [main]
-     pull_request_target:
-       branches: [main]
-
-   jobs:
-     format:
-       runs-on: ubuntu-latest
-       steps:
-         - name: Run Ultralytics Formatting
-           uses: ultralytics/actions@main
-           with:
-             token: ${{ secrets.GITHUB_TOKEN }} # automatically generated
-             python: true
-             docstrings: true
-             markdown: true
-             spelling: true
-             links: true
-   ```
+    ```yaml
+    name: Ultralytics Actions
+
+    on:
+      push:
+        branches: [main]
+      pull_request_target:
+        branches: [main]
+
+    jobs:
+      format:
+        runs-on: ubuntu-latest
+        steps:
+          - name: Run Ultralytics Formatting
+            uses: ultralytics/actions@main
+            with:
+              token: ${{ secrets.GITHUB_TOKEN }} # automatically generated
+              python: true
+              docstrings: true
+              markdown: true
+              spelling: true
+              links: true
+    ```
 
 3. **Customize:** Adjust the workflow settings as necessary for your project.
 

From 7875a7c08d4780fc31fcc1b6a02a1e6a6cff7f60 Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 23:09:09 +0100
Subject: [PATCH 38/42] Test

---
 .github/workflows/format.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/format.yml b/.github/workflows/format.yml
index 9829d8f3..6666814c 100644
--- a/.github/workflows/format.yml
+++ b/.github/workflows/format.yml
@@ -9,6 +9,7 @@ on:
     branches: [main, master]
   pull_request:
     branches: [main, master]
+    types: [opened, closed, synchronize]
 
 jobs:
   format:

From ac0e7681ab45e4adeff6e430ad436d784244eafc Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 23:12:05 +0100
Subject: [PATCH 39/42] Test

---
 .github/workflows/format.yml |  4 ++--
 utils/run_pr_summary.py      | 10 +++++-----
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/format.yml b/.github/workflows/format.yml
index 6666814c..100a1605 100644
--- a/.github/workflows/format.yml
+++ b/.github/workflows/format.yml
@@ -16,14 +16,14 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Run Ultralytics Formatting
-        uses: ultralytics/actions@test-local-python-script
+        uses: ultralytics/actions@main
         with:
           token: ${{ secrets.GITHUB_TOKEN }} # automatically generated, do not modify
           python: true
           markdown: true
           spelling: false
           links: false
-          summary: true  # requires either 'openai_api_key' or both 'openai_azure_api_key' and 'openai_azure_endpoint'
+          summary: true  # requires either 'openai_api_key' or 'openai_azure_api_key' and 'openai_azure_endpoint'
           openai_azure_api_key: ${{ secrets.OPENAI_AZURE_API_KEY }}
           openai_azure_endpoint: ${{ secrets.OPENAI_AZURE_ENDPOINT }}
           #openai_api_key: ${{ secrets.OPENAI_API_KEY }}
diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index 757670ea..383453cf 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -12,7 +12,7 @@
 OPENAI_AZURE_ENDPOINT = os.getenv("OPENAI_AZURE_ENDPOINT")
 OPENAI_AZURE_BOTH = OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT
 OPENAI_MODEL = os.getenv("OPENAI_MODEL")
-OPENAI_MODEL_TOKENS = 128000
+OPENAI_MODEL_TOKENS = 128000  # update with model
 SUMMARY_START = (
     "## 🛠️ PR Summary\n\n<sub>Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions)<sub>\n\n"
 )
@@ -20,7 +20,7 @@
 # Checks
 assert OPENAI_MODEL, "No model found, please define OPENAI_MODEL"
 assert (
-    OPENAI_API_KEY or OPENAI_AZURE_BOTH
+        OPENAI_API_KEY or OPENAI_AZURE_BOTH
 ), "No OpenAI Keys found, please pass either OPENAI_API_KEY or both (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT)"
 if OPENAI_AZURE_API_KEY or OPENAI_AZURE_ENDPOINT:
     assert OPENAI_AZURE_BOTH, "For Azure usage both both OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT must be passed."
@@ -45,7 +45,7 @@ def get_pr_diff(repo_name, pr_number):
     return response.text if response.status_code == 200 else ""
 
 
-def generate_pr_summary(repo_name, pr_title, diff_text):
+def generate_pr_summary(repo_name, diff_text):
     """Generates a professionally written yet accessible summary of a PR using OpenAI's API."""
     if not diff_text:
         diff_text = "**ERROR: DIFF IS EMPTY, THERE ARE ZERO CODE CHANGES IN THIS PR."
@@ -94,10 +94,10 @@ def update_pr_description(repo_name, pr_number, new_summary):
 
 if __name__ == "__main__":
     # Fetch PR details
-    pr_diff = get_pr_diff(REPO_NAME, PR_NUMBER)
+    diff = get_pr_diff(REPO_NAME, PR_NUMBER)
 
     # Generate PR summary
-    summary = generate_pr_summary(REPO_NAME, PR_NUMBER, pr_diff)
+    summary = generate_pr_summary(REPO_NAME, diff)
 
     # Update PR description
     status_code = update_pr_description(REPO_NAME, PR_NUMBER, summary)

From 18f8e1d9ebead009d81ae09820a3b4aebc5b949a Mon Sep 17 00:00:00 2001
From: UltralyticsAssistant <web@ultralytics.com>
Date: Thu, 18 Jan 2024 22:12:29 +0000
Subject: [PATCH 40/42] Auto-format by https://ultralytics.com/actions

---
 README.md               | 46 ++++++++++++++++++++---------------------
 utils/run_pr_summary.py |  2 +-
 2 files changed, 24 insertions(+), 24 deletions(-)

diff --git a/README.md b/README.md
index 5b086125..2050af99 100644
--- a/README.md
+++ b/README.md
@@ -32,29 +32,29 @@ To use this action in your Ultralytics repository:
 
 2. **Add the Action:** Use the Ultralytics Actions in your workflow file as follows:
 
-    ```yaml
-    name: Ultralytics Actions
-
-    on:
-      push:
-        branches: [main]
-      pull_request_target:
-        branches: [main]
-
-    jobs:
-      format:
-        runs-on: ubuntu-latest
-        steps:
-          - name: Run Ultralytics Formatting
-            uses: ultralytics/actions@main
-            with:
-              token: ${{ secrets.GITHUB_TOKEN }} # automatically generated
-              python: true
-              docstrings: true
-              markdown: true
-              spelling: true
-              links: true
-    ```
+   ```yaml
+   name: Ultralytics Actions
+
+   on:
+     push:
+       branches: [main]
+     pull_request_target:
+       branches: [main]
+
+   jobs:
+     format:
+       runs-on: ubuntu-latest
+       steps:
+         - name: Run Ultralytics Formatting
+           uses: ultralytics/actions@main
+           with:
+             token: ${{ secrets.GITHUB_TOKEN }} # automatically generated
+             python: true
+             docstrings: true
+             markdown: true
+             spelling: true
+             links: true
+   ```
 
 3. **Customize:** Adjust the workflow settings as necessary for your project.
 
diff --git a/utils/run_pr_summary.py b/utils/run_pr_summary.py
index 383453cf..0e24e37e 100644
--- a/utils/run_pr_summary.py
+++ b/utils/run_pr_summary.py
@@ -20,7 +20,7 @@
 # Checks
 assert OPENAI_MODEL, "No model found, please define OPENAI_MODEL"
 assert (
-        OPENAI_API_KEY or OPENAI_AZURE_BOTH
+    OPENAI_API_KEY or OPENAI_AZURE_BOTH
 ), "No OpenAI Keys found, please pass either OPENAI_API_KEY or both (OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT)"
 if OPENAI_AZURE_API_KEY or OPENAI_AZURE_ENDPOINT:
     assert OPENAI_AZURE_BOTH, "For Azure usage both both OPENAI_AZURE_API_KEY and OPENAI_AZURE_ENDPOINT must be passed."

From 9e326a39e65500d7914d4c74e6732c2fba23993d Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 18 Jan 2024 23:16:11 +0100
Subject: [PATCH 41/42] Test

---
 README.md | 45 ++++++++++++++++++++++-----------------------
 1 file changed, 22 insertions(+), 23 deletions(-)

diff --git a/README.md b/README.md
index 2050af99..20c2f15f 100644
--- a/README.md
+++ b/README.md
@@ -32,29 +32,28 @@ To use this action in your Ultralytics repository:
 
 2. **Add the Action:** Use the Ultralytics Actions in your workflow file as follows:
 
-   ```yaml
-   name: Ultralytics Actions
-
-   on:
-     push:
-       branches: [main]
-     pull_request_target:
-       branches: [main]
-
-   jobs:
-     format:
-       runs-on: ubuntu-latest
-       steps:
-         - name: Run Ultralytics Formatting
-           uses: ultralytics/actions@main
-           with:
-             token: ${{ secrets.GITHUB_TOKEN }} # automatically generated
-             python: true
-             docstrings: true
-             markdown: true
-             spelling: true
-             links: true
-   ```
+    ```yaml
+    name: Ultralytics Actions
+
+    on:
+      push:
+        branches: [main]
+      pull_request_target:
+        branches: [main]
+
+    jobs:
+      format:
+        runs-on: ubuntu-latest
+        steps:
+          - name: Run Ultralytics Formatting
+            uses: ultralytics/actions@main
+            with:
+              token: ${{ secrets.GITHUB_TOKEN }} # automatically generated
+              python: true
+              markdown: true
+              spelling: true
+              links: true
+    ```
 
 3. **Customize:** Adjust the workflow settings as necessary for your project.
 

From de3539c6aba6c9a1d1195354e64c3634173d3ace Mon Sep 17 00:00:00 2001
From: UltralyticsAssistant <web@ultralytics.com>
Date: Thu, 18 Jan 2024 22:16:40 +0000
Subject: [PATCH 42/42] Auto-format by https://ultralytics.com/actions

---
 README.md | 44 ++++++++++++++++++++++----------------------
 1 file changed, 22 insertions(+), 22 deletions(-)

diff --git a/README.md b/README.md
index 20c2f15f..1f353e04 100644
--- a/README.md
+++ b/README.md
@@ -32,28 +32,28 @@ To use this action in your Ultralytics repository:
 
 2. **Add the Action:** Use the Ultralytics Actions in your workflow file as follows:
 
-    ```yaml
-    name: Ultralytics Actions
-
-    on:
-      push:
-        branches: [main]
-      pull_request_target:
-        branches: [main]
-
-    jobs:
-      format:
-        runs-on: ubuntu-latest
-        steps:
-          - name: Run Ultralytics Formatting
-            uses: ultralytics/actions@main
-            with:
-              token: ${{ secrets.GITHUB_TOKEN }} # automatically generated
-              python: true
-              markdown: true
-              spelling: true
-              links: true
-    ```
+   ```yaml
+   name: Ultralytics Actions
+
+   on:
+     push:
+       branches: [main]
+     pull_request_target:
+       branches: [main]
+
+   jobs:
+     format:
+       runs-on: ubuntu-latest
+       steps:
+         - name: Run Ultralytics Formatting
+           uses: ultralytics/actions@main
+           with:
+             token: ${{ secrets.GITHUB_TOKEN }} # automatically generated
+             python: true
+             markdown: true
+             spelling: true
+             links: true
+   ```
 
 3. **Customize:** Adjust the workflow settings as necessary for your project.