Introduction Summarisation Semantic Search Hybrid Search Contact


Siamak Shams © 2025

Discover Semantics β1.0

Introduction

This AI-driven system is designed to facilitate the reading, processing, and in-depth comprehension of a wide range of resources, including books, articles, and other texts in various languages. Through the analysis of textual data, the system empowers researchers and readers to identify and interpret subtle patterns and connections across diverse sources.

The intelligence of this system is directly proportional to the volume of content it has been trained on. We are committed to the ongoing expansion of our training dataset to further enhance the system’s capabilities and broaden its understanding.

To get started, select from the following options:

  1. Summarisation
  2. Semantic Search
  3. Hybrid Search

The initial core functionalities of the system include:

  • Summarisation: This feature allows users to rapidly obtain summaries of extensive texts, enabling them to grasp the main points efficiently.
  • Semantic Search: This function enables users to search the system based on conceptual meaning rather than exact keyword matches. Consequently, relevant information can be retrieved even if the specific search terms are not explicitly used.
  • Key Information Extraction: Key information extraction is a core feature of the system. It works in tandem with the summarisation of reference texts, which can be accessed via the summary function.

We anticipate the integration of the following new capabilities in the near future to further support users in the analysis and understanding of texts:

  • Question & Answer: This feature will enable users to pose questions and receive answers derived from the entirety of the dataset. It will uncover intricate relationships within the texts to generate meaningful responses.

While we aim to ensure accuracy, some reference texts were extracted from scanned images, which may occasionally introduce errors. We’ll do our best to minimise such issues and apologise in advance for any that remain.

This tool is designed to support exploration and analysis, not to provide final answers. Critical thinking and human interpretation remain essential to any research process.

Get Started Here