readme

docs/docs/index.md

@@ -45,7 +45,7 @@ PR-Agent offers extensive pull request functionalities across various git provid
 💎 marks a feature available only in [PR-Agent Pro](https://www.codium.ai/pricing/){:target="_blank"}
 
 
-## Example results
+## Example Results
 #### [/describe](https://github.com/Codium-ai/pr-agent/pull/530)
 <figure markdown="1">
 ![/describe](https://www.codium.ai/images/pr_agent/describe_new_short_main.png){width=512}
@@ -66,7 +66,7 @@ PR-Agent offers extensive pull request functionalities across various git provid
 ![/generate_labels](https://www.codium.ai/images/pr_agent/geneare_custom_labels_main_short.png){width=300}
 </figure>
 
-## How it works
+## How it Works
 
 The following diagram illustrates PR-Agent tools and their flow:
 
@@ -80,7 +80,7 @@ Check out the [PR Compression strategy](core-abilities/index.md) page for more d
 
 [PR-Agent Pro](https://www.codium.ai/pricing/) is a hosted version of PR-Agent, provided by CodiumAI. It is available for a monthly fee, and provides the following benefits:
 
-1. **Fully managed** - We take care of everything for you - hosting, models, regular updates, and more. Installation is as simple as signing up and adding the PR-Agent app to your GitHub\BitBucket repo.
+1. **Fully managed** - We take care of everything for you - hosting, models, regular updates, and more. Installation is as simple as signing up and adding the PR-Agent app to your GitHub\GitLab\BitBucket repo.
 2. **Improved privacy** - No data will be stored or used to train models. PR-Agent Pro will employ zero data retention, and will use an OpenAI account with zero data retention.
 3. **Improved support** - PR-Agent Pro users will receive priority support, and will be able to request new features and capabilities.
 4. **Extra features** -In addition to the benefits listed above, PR-Agent Pro will emphasize more customization, and the usage of static code analysis, in addition to LLM logic, to improve results. It has the following additional tools and features:
@@ -88,13 +88,15 @@ Check out the [PR Compression strategy](core-abilities/index.md) page for more d
     - [**Custom Code Suggestions**](./tools/custom_suggestions.md/)
     - [**Tests**](./tools/test.md/)
     - [**PR documentation**](./tools/documentation.md/)
+    - [**Improve Component**](https://pr-agent-docs.codium.ai/tools/improve_component/)
+    - [**Similar code search**](https://pr-agent-docs.codium.ai/tools/similar_code/)
     - [**CI feedback**](./tools/ci_feedback.md/)
     - [**SOC2 compliance check**](./tools/review.md/#soc2-ticket-compliance)
     - [**Custom labels**](./tools/describe.md/#handle-custom-labels-from-the-repos-labels-page)
     - [**Global and wiki configuration**](./usage-guide/configuration_options.md/#wiki-configuration-file)
 
    
-## Data privacy
+## Data Privacy
 
 If you host PR-Agent with your OpenAI API key, it is between you and OpenAI. You can read their API data privacy policy here:
 https://openai.com/enterprise-privacy