Tag: RAG

All the articles with the tag "RAG".

• Know Your RAG — Building an Evaluation Dataset for Public Health RAG Systems

  26 Apr, 2026

  Build a domain-specific RAG evaluation dataset from public health literature using the Know Your RAG framework — LLM-generated questions, critique filtering, and RAGAS benchmarking of Agentic vs Naive RAG pipelines.

• Multi-Document Summarization with RAG: Hybrid Retrieval, Debate Prompting, and SPECTER

  3 Apr, 2026

  Implement multi-document summarization using RAG and hybrid retrieval (ChromaDB + ColBERT) — debate prompting, SPECTER embeddings, and working Python code based on the X-Sum framework.

• Build an AI Literature Review Tool with RAG and LLM Debate Ranking

  26 Oct, 2025

  Build a cost-effective AI literature review tool using RAG, BM25 hybrid retrieval, and debate-style LLM ranking — based on the LitLLM paper, with a working CLI and web app.

• Evaluating Agentic RAG Systems - A Practical Guide with PubMedQA

  13 Oct, 2025

  Practical guide to evaluating agentic RAG on PubMedQA using RAGAS — covering context precision, faithfulness, answer correctness, and exact match with ChromaDB vector store.