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@ -15,6 +15,7 @@ CodiumAI PR-Agent aims to help efficiently review and handle pull requests, by p
[![GitHub license](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://github.com/Codium-ai/pr-agent/blob/main/LICENSE)
[![Static Badge](https://img.shields.io/badge/Chrome-Extension-violet)](https://chromewebstore.google.com/detail/pr-agent-chrome-extension/ephlnjeghhogofkifjloamocljapahnl)
[![Static Badge](https://img.shields.io/badge/Code-Benchmark-blue)](https://pr-agent-docs.codium.ai/finetuning_benchmark/)
[![Discord](https://badgen.net/badge/icon/discord?icon=discord&label&color=purple)](https://discord.com/channels/1057273017547378788/1126104260430528613)
[![Twitter](https://img.shields.io/twitter/follow/codiumai)](https://twitter.com/codiumai)
<a href="https://github.com/Codium-ai/pr-agent/commits/main">
@ -41,6 +42,10 @@ CodiumAI PR-Agent aims to help efficiently review and handle pull requests, by p
## News and Updates
### May 31, 2024
Check out the new [**PR-Agent Code Fine-tuning Benchmark**](https://pr-agent-docs.codium.ai/finetuning_benchmark/)
### May 23, 2024
We released a new version of [PR-Agent Chrome extension](https://chromewebstore.google.com/detail/pr-agent-chrome-extension/ephlnjeghhogofkifjloamocljapahnl), with two new features:
@ -54,19 +59,6 @@ See more [here](https://www.youtube.com/watch?v=v9bJ1frtPcg)
### May 21, 2024
Check out CodiumAI new project, [**Cover-Agent**](https://github.com/Codium-ai/cover-agent), that can automatically generate qualified tests to enhance existing test suites, aiming to increase code and behavior coverage efficiently.
### May 19, 2024
GPT-4o is now the default fast model ("Turbo"). This model will be used for all commands except `review` and `improve`, which will still use "GPT-4-2024-04-09", since they are harder and would still benefit from the larger model.
### May 12, 2024
Inspired by [AlphaCodium](https://github.com/Codium-ai/AlphaCodium) flow engineering scheme, PR-Agent now performs **self-reflection** on the code suggestions it provides,
enabling to remove invalid suggestions, and score the valid ones. The suggestions will be presented sorted by their score, enabling to focus on the most important ones first.
You can also choose to automatically remove suggestions below a certain importance score threshold, by setting the `pr_code_suggestions.suggestions_score_threshold` [configuration](https://pr-agent-docs.codium.ai/tools/improve/#configuration-options).
<kbd><img src="https://codium.ai/images/pr_agent/self_reflection1.png" width="512"></kbd>
<kbd><img src="https://codium.ai/images/pr_agent/self_reflection2.png" width="512"></kbd>
## Overview
<div style="text-align:left;">