Text Summary Tool

The tool ingests long-form text and outputs a concise summary tailored to a chosen length. It uses extractive scoring to identify salient sentences and, optionally, a lightweight abstractive step to improve coherence within the target length. The system preserves key points, names, and critical facts while reducing redundancy. Users benefit from faster comprehension of large documents, quick briefing notes, and streamlined content reviews in research, education, and business contexts.

Conceptually, the process breaks text into sentences, scores each sentence by term importance and position, and selects a subset that collectively cover the main ideas. If the user enables an abstractive option, selected content is paraphrased to improve readability without introducing new facts. Output includes the summary text, approximate sentence count, and word count, with metadata indicating whether the result is extractive, abstractive, or both. This tool is useful for literature reviews, article digests, meeting memos, and executive summaries.

Unique value lies in length control granularity, configurable tone, and retention of key points across disciplines. It supports multilingual inputs and provides a fast, scalable solution for knowledge workers who must process large text volumes efficiently.