Xata
Xata is an AI tool that combines OpenAI’s ChatGPT with a serverless database platform to enhance data value through the creation of Q&A bots. These bots can answer questions on various platforms such as websites, applications, documentation, and knowledge bases. The tool offers a comprehensive database with built-in full-text search and vector search capabilities. It also allows users to fine-tune ChatGPT and provides generous free-tier support, including OpenAI API calls, for up to 750K records and 15GB of data.
With Xata, integrating data is a breeze. Users can import information from CSV files and populate the database using Javascript, Typescript, or Python SDKs. They can then utilize the API to generate results. The search functionality is crucial for obtaining accurate outcomes, and Xata supports both keyword and semantic search. It generates relevant keywords based on the question and finds pertinent documents using vector similarity.
Configuring Xata’s ChatGPT is simple. Users can assign weights to columns and configure value boosters through the user interface. The tool offers a serverless data platform, making it convenient and efficient for both developers and non-developers. It includes a type-safe data layer and provides clear documentation. Xata’s free-tier support is generous, and customers can easily scale up as their requirements expand, making it an ideal choice for small and large-scale operations alike.