Query-Bot integrates document ingestion, text chunking, and vector embeddings to build a searchable index from PDFs, text files, and Word documents. Using LangChain and OpenAI GPT-3.5 Turbo, it processes user queries by retrieving relevant document passages and generating concise answers. The Streamlit-based UI allows users to upload files, track conversation history, and adjust settings. It can be deployed locally or on cloud environments, offering an extensible framework for custom agents and knowledge bases.

The Facts & Opinions Chrome extension utilizes advanced AI algorithms to dissect text, providing users with clear insights into the factual components and subjective opinions contained within it. This tool is particularly valuable for students, educators, and professionals who need to critically evaluate information, ensuring a deeper understanding of complex topics. Moreover, it supports multilingual texts, making it versatile for diverse users. With seamless integration into the browsing experience, it helps users make informed decisions based on objective analyses.