Project dossier

We built the boring infrastructure behind enterprise RAG and open-sourced it

Everyone benchmarks chunking and rerankers, but the thing that actually screwed up my retrieval was way more boring. my sources got stale and my index had no idea. i ingest a few thousand pages, mostly docs, pricing and policy pages. one of the pricing pages changed its numbers back in march, but my vectors obviously still had the old version. retrieval kept returning it with high similarity for weeks. nothing was technically broken. the model wasnt hallucinating either. retrieval was doing exac