Oxsecure RAG

What it does

OxSecure RAG is a chatbot designed to assist cybersecurity researchers by leveraging the Gemini API with powerful prompts. It can handle various document types, extract text, create embeddings, and facilitate question-answering (Q&A). I utilized the Gemini API to send requests to the Gemini LLM with prescribed information and results, using prompts to optimize the outcome. When uploading files or article URLs, the chatbot extracts text using the Beautiful Soup library and stores it in a vector database powered by Faiss. This enables the chatbot to provide information on specific topics when queried. Additionally, I integrated a text-to-speech (TTS) library to convert responses into spoken language.