Latest Research
Architecting Modern AI Search
AI
How to build a production-grade RAG pipeline using Pinecone, Hybrid Search, and Re-ranking. We discuss the trade-offs between dense and sparse vectors and how to optimize for latency.
The Strategy/Spider Pattern
Agents
Decoupling high-cost reasoning from low-cost execution. A technical look at how we implemented self-healing scrapers that use LLMs only to 'plan' the route, reducing scraping costs by 90%.
Beyond OCR: Multimodal Document Parsing
Vision
Why traditional OCR fails on complex tables. We benchmark IBM's Docling against Tesseract and Azure AI Document Intelligence, showing how 'Vision-Language Models' are changing the game for data extraction.
