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.

Deep Seek is a web-based AI agent designed to transform how users discover and interact with information. Users can upload various file types—PDFs, DOCXs—or supply URLs to websites and YouTube videos. The platform automatically indexes content and applies retrieval-augmented generation to pull in relevant passages during a conversation. As you chat, Deep Seek retrieves context from your curated knowledge base, then generates clear, targeted answers. This hybrid approach ensures fast, accurate responses while preserving the depth and nuance of the original sources.