pr-insight 0.2.1

KhulnaSoftAI PR-Insight aims to help efficiently review and handle pull requests, by providing AI feedbacks and suggestions.

PR-Insight

Documentation

• See the Installation Guide for instructions on installing PR-Insight on different platforms.

• See the Usage Guide for instructions on running PR-Insight tools via different interfaces, such as CLI, PR Comments, or by automatically triggering them when a new PR is opened.

• See the Tools Guide for a detailed description of the different tools, and the available configurations for each tool.

Table of Contents

• Table of Contents
• News and Updates
  • May 31, 2024
  • May 23, 2024
  • May 21, 2024
• Overview
• Example results
• Try it now
• PR-Insight Pro 💎
• How it works
• Why use PR-Insight?
• Data privacy
  • Self-hosted PR-Insight
  • KhulnaSoft-hosted PR-Insight Pro 💎
  • PR-Insight Chrome extension
• Links

News and Updates

May 31, 2024

Check out the new PR-Insight Code Fine-tuning Benchmark

May 23, 2024

We released a new version of PR-Insight Chrome extension, with two new features:

• PR-Insight filters 🎨
• Code suggestions interactions 🔗

See more here

May 21, 2024

Check out KhulnaSoft new project, Coverage-Ai, that can automatically generate qualified tests to enhance existing test suites, aiming to increase code and behavior coverage efficiently.

Overview

Supported commands per platform:

		GitHub	Gitlab	Bitbucket	Azure DevOps
TOOLS	Review	✅	✅	✅	✅
	⮑ Incremental	✅
	⮑ SOC2 Compliance 💎	✅	✅	✅	✅
	Describe	✅	✅	✅	✅
	⮑ Inline File Summary 💎	✅
	Improve	✅	✅	✅	✅
	⮑ Extended	✅	✅	✅	✅
	Ask	✅	✅	✅	✅
	⮑ Ask on code lines	✅	✅
	Custom Prompt 💎	✅	✅	✅	✅
	Test 💎	✅	✅		✅
	Reflect and Review	✅	✅	✅	✅
	Update CHANGELOG.md	✅	✅	✅	✅
	Find Similar Issue	✅
	Add PR Documentation 💎	✅	✅		✅
	Custom Labels 💎	✅	✅		✅
	Analyze 💎	✅	✅		✅
	CI Feedback 💎	✅
	Similar Code 💎	✅
USAGE	CLI	✅	✅	✅	✅
	App / webhook	✅	✅	✅	✅
	Tagging bot	✅
	Actions	✅		✅
CORE	PR compression	✅	✅	✅	✅
	Repo language prioritization	✅	✅	✅	✅
	Adaptive and token-aware file patch fitting	✅	✅	✅	✅
	Multiple models support	✅	✅	✅	✅
	Static code analysis 💎	✅	✅	✅	✅
	Global and wiki configurations 💎	✅	✅	✅	✅
	PR interactive actions 💎	✅

• 💎 means this feature is available only in PR-Insight Pro

---

‣ Auto Description (/describe): Automatically generating PR description - title, type, summary, code walkthrough and labels.
‣ Auto Review (/review): Adjustable feedback about the PR, possible issues, security concerns, review effort and more.
‣ Code Suggestions (/improve): Code suggestions for improving the PR.
‣ Question Answering (/ask ...): Answering free-text questions about the PR.
‣ Update Changelog (/update_changelog): Automatically updating the CHANGELOG.md file with the PR changes.
‣ Find Similar Issue (/similar_issue): Automatically retrieves and presents similar issues.
‣ Add Documentation 💎 (/add_docs): Generates documentation to methods/functions/classes that changed in the PR.
‣ Generate Custom Labels 💎 (/generate_labels): Generates custom labels for the PR, based on specific guidelines defined by the user.
‣ Analyze 💎 (/analyze): Identify code components that changed in the PR, and enables to interactively generate tests, docs, and code suggestions for each component.
‣ Custom Prompt 💎 (/custom_prompt): Automatically generates custom suggestions for improving the PR code, based on specific guidelines defined by the user.
‣ Generate Tests 💎 (/test component_name): Generates unit tests for a selected component, based on the PR code changes.
‣ CI Feedback 💎 (/checks ci_job): Automatically generates feedback and analysis for a failed CI job.
‣ Similar Code 💎 (/find_similar_component): Retrieves the most similar code components from inside the organization's codebase, or from open-source code.

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Try it now

Try the GPT-4 powered PR-Insight instantly on your public GitHub repository. Just mention @KhulnaSoft and add the desired command in any PR comment. The agent will generate a response based on your command. For example, add a comment to any pull request with the following text:

@KhulnaSoft /review

and the agent will respond with a review of your PR

To set up your own PR-Insight, see the Installation section below. Note that when you set your own PR-Insight or use KhulnaSoft hosted PR-Insight, there is no need to mention @KhulnaSoft .... Instead, directly start with the command, e.g., /ask ....

---

PR-Insight Pro 💎

PR-Insight Pro is a hosted version of PR-Insight, provided by KhulnaSoft. 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-Insight app to your GitHub\GitLab\BitBucket repo.
2. Improved privacy - No data will be stored or used to train models. PR-Insight Pro will employ zero data retention, and will use an OpenAI account with zero data retention.
3. Improved support - PR-Insight 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-Insight Pro will emphasize more customization, and the usage of static code analysis, in addition to LLM logic, to improve results. See here for a list of features available in PR-Insight Pro.

How it works

The following diagram illustrates PR-Insight tools and their flow:

Check out the PR Compression strategy page for more details on how we convert a code diff to a manageable LLM prompt

Why use PR-Insight?

A reasonable question that can be asked is: "Why use PR-Insight? What makes it stand out from existing tools?"

Here are some advantages of PR-Insight:

• 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 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 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).

Data privacy

Self-hosted PR-Insight

• If you host PR-Insight 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

KhulnaSoft-hosted PR-Insight Pro 💎

• When using PR-Insight Pro 💎, hosted by KhulnaSoft, we will not store any of your data, nor will we use it for training. You will also benefit from an OpenAI account with zero data retention.

• For certain clients, KhulnaSoft-hosted PR-Insight Pro will use KhulnaSoft’s proprietary models — if this is the case, you will be notified.

• No passive collection of Code and Pull Requests’ data — PR-Insight will be active only when you invoke it, and it will then extract and analyze only data relevant to the executed command and queried pull request.

PR-Insight Chrome extension

• The PR-Insight Chrome extension serves solely to modify the visual appearance of a GitHub PR screen. It does not transmit any user's repo or pull request code. Code is only sent for processing when a user submits a GitHub comment that activates a PR-Insight tool, in accordance with the standard privacy policy of PR-Insight.

Links

• Discord community: https://discord.gg/jaCmKVmf
• KhulnaSoft site: https://khulnasoft.com
• Blog: https://www.khulnasoft.com/blog/
• Troubleshooting: https://www.khulnasoft.com/blog/technical-faq-and-troubleshooting/
• Support: [e-mail]