Retrieval-augmented generation breaks at scale because organizations treat it like an LLM feature rather than a platform ...

In the rapidly evolving landscape of enterprise technology, a quiet revolution is unfolding where monolithic enterprise ...

We introduce iterative retrieval, a novel framework that empowers retrievers to make iterative decisions through policy optimization. Finding an optimal portfolio of retrieved items is a combinatorial ...

Abstract: In the software development life cycle, ensuring high-quality and reliable software is crucial for developers. Unreliable software can result in customer loss, decreased revenue, and ...

Abstract: In industrial systems, diagnostic documents, such as fault logs recorded during routine operation and maintenance, contain a wealth of domain-specific knowledge. Leveraging these document ...