diff --git a/README.md b/README.md
index 5c3b5346..eeaa4ec9 100644
--- a/README.md
+++ b/README.md
@@ -30,31 +30,31 @@ CodiumAI `PR-Agent` is an open-source tool aiming to help developers review pull
 <h4>/describe:</h4>
 <div align="center">
 <p float="center">
-<img src="https://www.codium.ai/wp-content/uploads/2023/07/describe.gif" width="800">
+<img src="https://www.codium.ai/images/describe-2.gif" width="800">
 </p>
 </div>
 <h4>/review:</h4>
 <div align="center">
 <p float="center">
-<img src="https://www.codium.ai/wp-content/uploads/2023/07/review.gif" width="800">
+<img src="https://www.codium.ai/images/review-2.gif" width="800">
 </p>
 </div>
-<h4>/reflect and review:</h4>
+<h4>/reflect_and_review:</h4>
 <div align="center">
 <p float="center">
-<img src="https://www.codium.ai/wp-content/uploads/2023/07/reflect_and_review.gif" width="800">
+<img src="https://www.codium.ai/images/reflect_and_review.gif" width="800">
 </p>
 </div>
 <h4>/ask:</h4>
 <div align="center">
 <p float="center">
-<img src="https://www.codium.ai/wp-content/uploads/2023/07/ask.gif" width="800">
+<img src="https://www.codium.ai/images/ask-2.gif" width="800">
 </p>
 </div>
 <h4>/improve:</h4>
 <div align="center">
 <p float="center">
-<img src="https://www.codium.ai/wp-content/uploads/2023/07/improve-1.gif" width="800">
+<img src="https://www.codium.ai/images/improve-2.gif" width="800">
 </p>
 </div>
 <div align="left">
@@ -106,7 +106,7 @@ In the [configuration](./CONFIGURATION.md) file you can select your git provider
 
 Try GPT-4 powered PR-Agent on your public GitHub repository for free. Just mention `@CodiumAI-Agent` and add the desired command in any PR comment! The agent will generate a response based on your command.
 
-![Review generation process](https://www.codium.ai/wp-content/uploads/2023/07/demo.gif)
+![Review generation process](https://www.codium.ai/images/demo-2.gif)
 
 To set up your own PR-Agent, see the [Installation](#installation) section
 
diff --git a/pr_agent/git_providers/github_provider.py b/pr_agent/git_providers/github_provider.py
index feb168f9..37f8a05f 100644
--- a/pr_agent/git_providers/github_provider.py
+++ b/pr_agent/git_providers/github_provider.py
@@ -152,10 +152,8 @@ class GithubProvider(GitProvider):
     def publish_code_suggestions(self, code_suggestions: list):
         """
         Publishes code suggestions as comments on the PR.
-        In practice current APU enables to send only one code suggestion per comment. Might change in the future.
         """
         post_parameters_list = []
-        import github.PullRequestComment
         for suggestion in code_suggestions:
             body = suggestion['body']
             relevant_file = suggestion['relevant_file']
@@ -178,7 +176,6 @@ class GithubProvider(GitProvider):
             if relevant_lines_end > relevant_lines_start:
                 post_parameters = {
                     "body": body,
-                    "commit_id": self.last_commit_id._identity,
                     "path": relevant_file,
                     "line": relevant_lines_end,
                     "start_line": relevant_lines_start,
@@ -187,24 +184,19 @@ class GithubProvider(GitProvider):
             else:  # API is different for single line comments
                 post_parameters = {
                     "body": body,
-                    "commit_id": self.last_commit_id._identity,
                     "path": relevant_file,
                     "line": relevant_lines_start,
                     "side": "RIGHT",
                 }
+            post_parameters_list.append(post_parameters)
 
-            try:
-                headers, data = self.pr._requester.requestJsonAndCheck(
-                    "POST", f"{self.pr.url}/comments", input=post_parameters
-                )
-                github.PullRequestComment.PullRequestComment(
-                    self.pr._requester, headers, data, completed=True
-                )
-                return True
-            except Exception as e:
-                if settings.config.verbosity_level >= 2:
-                    logging.error(f"Failed to publish code suggestion, error: {e}")
-                return False
+        try:
+            self.pr.create_review(commit=self.last_commit_id, comments=post_parameters_list)
+            return True
+        except Exception as e:
+            if settings.config.verbosity_level >= 2:
+                logging.error(f"Failed to publish code suggestion, error: {e}")
+            return False
 
     def remove_initial_comment(self):
         try: