But for industries dependent on heavy engineering, the reality has been underwhelming. Engineers ask specific questions about infrastructure, and the bot hallucinates. The failure isn't in the LLM.

Adnan Abbas is an ex-AI researcher with a deep expertise in building SOTA VLMs. He is the co-founder of Unsiloed AI. Large language models have dramatically expanded the surface area of what machines ...

x.ai introduces the Grok Collections API, enabling efficient data management and retrieval with advanced features like OCR and hybrid search, supporting various file types. In a significant ...

A production-grade system for uploading documents (PDF, images, DOCX) and asking natural-language questions to receive AI-generated answers with precise citations.

Currently, PDF documents are processed using the PyPdfLoader which relies on basic text extraction methods that struggle with complex layouts, tables, and structured content. This task is to implement ...

Translating scanned contracts, PDFs, and official documents has long required cascading multi-stage pipelines of optical character recognition OCR, translation, and desktop publishing. A growing body ...