GitHub

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

In recent years, Retrieval Augmented Generation (RAG) systems have made significant progress in extending the capabilities of Large Language Models (LLM) through external retrieval. However, these ...
GitHub

Kyle-Sun-Newbie/RAG-LangGraph-Demo

自然语言问题 │ [RAG Agent] —— 从 Brick TTL 检索上下文（FAISS）→ DeepSeek 生成 SPARQL │ [SPARQL Agent] —— 使用 rdflib 在 Brick 图谱上执行查询 → 获取传感器/ts_id │ [Analysis Agent] —— 根据 ts ...
IEEE

Legal Query RAG

Abstract: Recently, legal practice has seen a significant rise in the adoption of Artificial Intelligence (AI) for various core tasks. However, these technologies remain in their early stages and face ...
IEEE

Agentic RAG with Human-in-the-Retrieval

Abstract: Retrieval-Augmented Generation (RAG) has emerged as a promising solution to address key challenges faced by GenAI, such as hallucination, outdated or non-removable parametric knowledge, and ...