The Sooth.ai platform is a neural search platform that relies on a curated set of resources, including 25,000 English language research reports from reputable sources, to provide users with reliable and quick answers to fact-seeking questions. The platform uses the Haystack framework, a neural search framework created by Deepset, to make these documents searchable through natural language interfaces. With the help of fine-tuning and user-oriented documentation, the Sooth.ai team has been able to improve the performance of their model and provide a better experience for users. The platform is currently in beta and is seeking users who rely on trusted research, including university students, journalists, and policymakers. The Haystack framework provides a flexible and efficient way to build end-to-end question answering systems, and the Sooth.ai team is continuing to explore its capabilities to add new functionality and value for users.