RAG for Cybersecurity combines the power of large language models with vector-based retrieval to transform how security teams access and analyze cybersecurity information. Users begin by ingesting documents such as MITRE ATT&CK matrices, CVE entries, and security advisories. The framework then generates embeddings for each document and stores them in a vector database. When a user submits a query, RAG retrieves the most relevant document chunks, passes them to the LLM, and returns precise, context-rich responses. This approach ensures answers are grounded in authoritative sources, reducing hallucinations while improving accuracy. With customizable data pipelines and support for multiple embeddings and LLM providers, teams can tailor the system to their unique threat intelligence needs.

ChildDetect is an innovative app designed to help parents keep track of their child's safety. The app provides real-time location tracking, so parents can always know where their children are. With activity monitoring features, parents are alerted when their child leaves a designated area or arrives at a specific location. ChildDetect is easy to use, providing a user-friendly interface and reliable updates to ensure parents stay informed. Whether it's for daily school commutes or family outings, ChildDetect is an essential tool for modern parenting.

Webhawk offers a comprehensive AI solution for monitoring websites. It tracks performance metrics, identifies security vulnerabilities, and alerts users about content changes or downtimes. This tool caters to businesses that require constant oversight of their online presence, helping them respond quickly to potential issues and maintain a seamless user experience.