How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook⭐9

I reproduced BM25, dense retrieval & SPLADE on a 16GB MacBook, matching RAG baselines; includes crash fixes & score interpretation.

Meet EverOS: An Open Source Markdown-First Agent Memory Runtime With Hybrid BM25 + Vector Retrieval and Self-Evolving Skills⭐7

Meet EverOS: an open-source, Markdown-first agent memory runtime with hybrid BM25 + vector retrieval and self-evolving skills for persistent, transparent AI mem...

When Rules Learn: A Self-Evolving Agent for Legal Case Retrieval⭐8

A self-evolving LLM agent generates and refines query rewriting rules to enhance BM25 for legal case retrieval, outperforming static methods on LeCaRD-v2.