SELF-INDEX Enables Self-Evolving Retrieval Indexes for Agents

The SELF-INDEX framework by Sangam Lee lets retrieval indexes autonomously diagnose failed retrievals and update themselves, removing the need for manual index tuning. This enables LLM agent retrieval quality to self-repair and continuously evolve.

2026-09-18 ~ 2026-09-19 · 2 related posts

• SELF-INDEX: a retrieval index that diagnoses and fixes its own weak spots — _reachsumit · 2026-09-18
• SELF-INDEX: a framework for retrieval indexes that self-evolve without humans — Sangam Lee · 2026-09-19