a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

An C++ program which can provide a Google-like summary of a document given a list of positions of words and phrases to highlight.

ResearchFlow is a multi-agent AI system that automates research workflows. It orchestrates Search, Reader, Analyst, and Generator agents via LangGraph, integrating RAG, memory, and external knowledge sources to deliver intelligent, autonomous analysis and report generation.