Ayraa Insights revolutionizes the way you search and retrieve information in the workplace by combining advanced crawling, webhooks, native search of third-party apps, keyword search, and semantic search. This AI-driven assistant seamlessly integrates with your existing systems to provide the best results from across your workspace. With Ayraa, employees can ask specific questions and receive precise answers without the tedious process of sifting through multiple sources. Whether it’s debugging code, drafting support responses, or retrieving historical data, Ayraa enhances workplace productivity by delivering accurate and comprehensive results instantly.

PulpGen provides a unified, configurable platform to build advanced LLM-based applications. It offers seamless integrations with popular vector stores, embedding services, and LLM providers. Developers can define custom pipelines for retrieval-augmented generation, enable real-time streaming outputs, batch process large document collections, and monitor system performance. Its extensible architecture allows plug-and-play modules for cache management, logging, and auto-scaling, making it ideal for AI-powered search, question-answering, summarization, and knowledge management solutions.