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Sweep is an AI assistant designed to streamline the process of managing Github tickets. It automates the creation of code changes based on bugs and feature requests, allowing developers to focus on more exciting tasks. Sweep generates repository-level code and reduces development time for mundane tasks such as tests, documentation, and refactoring. It offers compatibility with different operating systems, addressing issues that arise from temporary directories in Windows.The tool provides a seamless integration with Slack, allowing users to preview plans, request tests, review progress, and receive PR alerts directly on the platform. It also supports reviewing and making changes directly in Github and offers the ability to comment and push commits from within the tool.Sweep has gained the trust of engineers from various reputable organizations, such as PyTorch-Ignite, Medplum, Stanford University, Carnegie Mellon University, and the University of Waterloo. Users have praised the tool for its accuracy and ability to understand company-specific concepts.Overall, Sweep aims to help developers clean up their tech debt by automating repetitive tasks and offering intelligent suggestions for code fixes. It provides an efficient and time-saving solution for managing Github tickets, allowing developers to ship code faster while maintaining code quality.

- Patched.codes is a platform for managing and improving code through automated patches and fixes. - It helps developers quickly find and fix vulnerabilities, improving code security and quality.

Xata offers a serverless database platform that incorporates OpenAI's ChatGPT to add value to data by building Q&A bots to answer questions on websites, applications, documentation, and knowledge bases. The tool provides a fully-featured database that includes built-in full-text search and vector search, tuning capabilities for ChatGPT, and generous free-tier support for up to 750K records and 15GB for free, including OpenAI API calls.With Xata, users can easily integrate their data into the tool by importing information from CSV, using Javascript, Typescript, or Python SDKs to populate the database, and then call the API to generate results. The tool provides a serverless data platform, making it easier and faster for developers and non-developers alike, and comes with a type-safe data layer and straightforward documentation. Xata offers a generous free-tier and allows customers to scale up as their needs grow, making it an ideal platform for both small and large-scale operations.