Tag: Multi-document Summarization

All the articles with the tag "Multi-document Summarization".

• A Practitioner’s Guide to Multi-Document Summarization with RAG: Ask–Retrieve–Relate–Summarize

  3 Apr, 2026

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

• Build Your Own AI Literature Review Tool :A Step-by-Step Guide Using 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 CLI and web app.