Awesome Retrieval-Augmented Generation (RAG) Papers and Source Codes

SAMMO: Optimize LLM Prompt Programs Like Code—Structure-Aware, Compile-Time Tuning for RAG, Instruction Refinement, and Prompt Compression 731

Modern LLM applications increasingly rely on complex, structured prompts—especially in scenarios like Retrieval-Augmented Generation (RAG), instruction-based tasks, and data labeling…

01/13/2026Instruction Tuning, Prompt Optimization, Retrieval-Augmented Generation (RAG)

DB-GPT: Secure, AI-Native Database Interaction with Private LLMs and Natural Language Queries 17786

In today’s data-driven world, organizations are drowning in information—but starving for insights. Traditional database interfaces demand technical SQL knowledge, creating…

12/17/2025Generative Business Intelligence, Retrieval-Augmented Generation (RAG), Text-to-SQL