In Q3 2024, 72% of production RAG pipelines failed to meet p99 latency SLAs for multimodal queries, according to a Datadog survey of 1,200 engineering teams. Most blamed fragmented toolchains for text and image retrieval—until Stable Diffusion 3.0’s embedding API and Llama 4’s 1M-token context window changed the game. This is the definitive guide to building unified multimodal RAG pipelines that c
Maybe recognition is less about detached labels than it is about where something is, what surrounds it, and how that context gets reinforced. That is what pushed me to build this repo. I wanted a smaller problem that still felt close to the thing I cared about. The question that kept pulling me back was whether location and context are a big part of knowing something at all, and whether they help