# Query

wdoc is a RAG system developed by Olicorne (a medical student) to address document querying and summarization using retrieval-augmented generation technology. It supports multiple file types (such as PDFs, web pages, YouTube videos, etc.) and combines various language models to provide high-recall and high-precision query results. wdoc's main advantages include robust support for multiple file types, efficient retrieval capabilities, and flexible extensibility. It is suitable for researchers, students, and professionals, helping them process large amounts of information quickly. wdoc is currently under development, and the developer welcomes user feedback and feature requests to continuously improve the product.

mcp-server-chatsum is an MCP server designed for querying and summarizing chat messages. It provides an interface for querying chat messages and summarizes them based on query prompts. The significance of this tool lies in its ability to help users more effectively manage and review their chat history, especially in contexts with large volumes of information. It was created by developer idoubi and is open-source on GitHub. The product is positioned as a free tool primarily targeting developers and tech enthusiasts.

Chat with your Database is an innovative database interaction tool that allows users to communicate with a Postgres database through natural language. Utilizing AI technology, users can easily query, analyze, and manipulate databases without writing complex SQL code. The product is open-source, encouraging community involvement in development and contributions, with the code available on GitHub for users to explore, contribute to, or customize to meet specific needs.

TableTalk offers a better way to interact with your database. We leverage artificial intelligence to map your database more efficiently, allowing for interaction in a conversational manner. We've built a natural language interface that enables you to ask your database questions and receive answers in a familiar way. We are currently in testing and seeking more users to help us craft the best product. Prepare your database and stay tuned for updates.

QueryKitty is an intelligent AI chat plugin that utilizes ChatGPT technology to provide efficient query and answering services. Users can directly ask questions on any webpage, eliminating the need to sift through endless websites for answers. Aside from its query functionality, QueryKitty can also help transform newly discovered content into social growth engines, write emails, assist with Google sheets, generate rapid React modules or JavaScript scripts, and more. QueryKitty is a one-time purchase plugin with a lifetime license. Users only need to pay $19 for lifetime access and future updates.