Update README.md with new documentation portal links

README.md

@@ -32,25 +32,20 @@ Making pull requests less painful with an AI agent
 
 ## News and Updates
 
-### Feb 29, 2024
-- You can now use the repo's [wiki page](https://codium-ai.github.io/Docs-PR-Agent/usage-guide/configuration_options/) to set configurations for PR-Agent 💎
-
-<kbd><img src="https://codium.ai/images/pr_agent/wiki_configuration.png" width="512"></kbd>
-
+### Jan 10, 2024
+- A new documentation website is now available for PR-Agent. It includes detailed information about the different tools, usage guides, and more. You can access it [here](https://codium-ai.github.io/Docs-PR-Agent/)
 
-### Feb 21, 2024
-- Added a new command, `/help`, to easily provide a list of available tools and their descriptions, and run them interactively.
+### Jan 8, 2024
 
-<kbd>
+- A new tool, [Find Similar Code](https://codium-ai.github.io/Docs-PR-Agent/tools/similar_code/) 💎 is now available. This tool retrieves the most similar code components from inside the organization's codebase, or from open-source code.
+<kbd><a href="https://codium.ai/images/pr_agent/https://codium.ai/images/similar_code.mp4"><img src="https://codium.ai/images/pr_agent/https://codium.ai/images/pr_agent/similar_code_global2.png" width="512"></a></kbd>
 
-<img src="https://www.codium.ai/images/pr_agent/help.png" width="512">
+(click on the image to see an instructional video)
 
-</kbd>
+### Feb 29, 2024
+- You can now use the repo's [wiki page](https://codium-ai.github.io/Docs-PR-Agent/usage-guide/configuration_options/) to set configurations for PR-Agent 💎
 
-### Feb 18, 2024
-- Introducing the `CI Feedback` tool 💎. The tool automatically triggers when a PR has a failed check. It analyzes the failed check, and provides summarized logs and analysis. Note that this feature requires read access to GitHub 'checks' and 'actions'. See [here](./docs/CI_FEEDBACK.md) for more details.
-- New ability - you can run `/ask` on specific lines of code in the PR from the PR's diff view. See [here](https://codium-ai.github.io/Docs-PR-Agent/tools/ask/#ask-lines) for more details.
-- Introducing support for [Azure DevOps Webhooks](https://codium-ai.github.io/Docs-PR-Agent/usage-guide/automations_and_usage/#azure-devops-provider), as well as bug fixes and improved support for several ADO commands.
+<kbd><img src="https://codium.ai/images/pr_agent/wiki_configuration.png" width="512"></kbd>
 
 
 ## Overview
@@ -274,7 +269,7 @@ A reasonable question that can be asked is: `"Why use PR-Agent? What makes it st
 Here are some advantages of PR-Agent:
 
 - We emphasize **real-life practical usage**. Each tool (review, improve, ask, ...) has a single GPT-4 call, no more. We feel that this is critical for realistic team usage - obtaining an answer quickly (~30 seconds) and affordably.
-- Our [PR Compression strategy](./PR_COMPRESSION.md)  is a core ability that enables to effectively tackle both short and long PRs.
+- Our [PR Compression strategy](https://codium-ai.github.io/Docs-PR-Agent/core-abilities/#pr-compression-strategy)  is a core ability that enables to effectively tackle both short and long PRs.
 - Our JSON prompting strategy enables to have **modular, customizable tools**. For example, the '/review' tool categories can be controlled via the [configuration](pr_agent/settings/configuration.toml) file. Adding additional categories is easy and accessible.
 - We support **multiple git providers** (GitHub, Gitlab, Bitbucket), **multiple ways** to use the tool (CLI, GitHub Action, GitHub App, Docker, ...), and **multiple models** (GPT-4, GPT-3.5, Anthropic, Cohere, Llama2).
 

docs/docs/index.md

@@ -9,7 +9,7 @@ CodiumAI PR-Agent is an open-source tool to help efficiently review and handle p
 - See the [Tools Guide](./tools/index.md) for a detailed description of the different tools (tools are run via the commands).
 
 
-## Features table
+## PR-Agent Features
 PR-Agent offers extensive pull request functionalities across various git providers.
 
 |       |                                                                                                                     | GitHub | Gitlab | Bitbucket | Azure DevOps |