AI Infrastructure

AgentGuard

AgentGuard is an LLM-as-a-judge HTTP proxy designed to secure AI agents in production environments. Inspired by the “CrabTrap” concept, it acts as an intermediary, validating and sanitizing inputs and outputs of AI agents to prevent malicious attacks, data leaks, or unintended behaviors. This protects against prompt injection, data exfiltration, and ensures agents operate within defined…
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: AgentGuard
MegaTrain AI

MegaTrain AI provides a cloud-based platform that enables developers and researchers to train massive, state-of-the-art Large Language Models (LLMs) with full precision on a single GPU. This solves the significant hardware and cost barriers currently associated with training large AI models, democratizing access to cutting-edge AI development. The platform leverages novel optimization techniques inspired by…
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: MegaTrain AI
RAGGuard

RAGGuard is a SaaS platform that provides robust security and integrity checks for Retrieval Augmented Generation (RAG) systems. It addresses the “Document Poisoning” vulnerability by offering real-time scanning and validation of data sources used by RAG models. The platform employs advanced techniques to detect malicious or corrupted data that could lead to inaccurate or harmful…
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: RAGGuard