# REAPER

> REAPER (Reasoning based Retrieval Planning for Complex RAG Systems) is a research framework that addresses multi-step retrieval planning in complex Retrieval-Augmented Generation scenarios. It enables retrieval systems to plan and execute reasoning-aware retrieval strategies rather than relying on simple similarity-based matching.

- **URL:** https://arxiv.org/abs/2407.18553
- **Category:** Research Papers & Surveys
- **Tags:** retrieval-planning, complex-rag, research
- **Updated:** 2026-04-04 23:01
- **Canonical page:** https://vectordb.ever.works/items/reaper

## Details

# REAPER

REAPER (Reasoning based Retrieval Planning for Complex RAG Systems) is a research framework that addresses multi-step retrieval planning in complex Retrieval-Augmented Generation scenarios. It enables retrieval systems to plan and execute reasoning-aware retrieval strategies rather than relying on simple similarity-based matching.

[https://arxiv.org/abs/2407.18553](https://arxiv.org/abs/2407.18553)

---

_This Markdown mirror is generated by Ever Works for AI agents. The canonical HTML page is at https://vectordb.ever.works/items/reaper._