IStep
File
Drop in a PDF, text, or Markdown file. It is split into overlapping passages, embedded with BGE, and stored in Postgres with pgvector.
Most assistants answer from memory and leave you to trust them. This one answers only from the documents you file, and footnotes every claim back to the exact page — so you can go and look.
New engineers may work remotely up to three days per week after completing the 30-day onboarding period1. Fully remote arrangements require director approval and a documented four-hour overlap with the team's core hours2.
Drop in a PDF, text, or Markdown file. It is split into overlapping passages, embedded with BGE, and stored in Postgres with pgvector.
Your question is embedded and matched against every passage. Dense and keyword results are fused with reciprocal rank fusion, then reranked.
Only the winning passages are given to the model, which must footnote each claim. Every number opens onto the page it came from.