Tag: RAG

All the articles with the tag "RAG".

• Building a Domain-Specific Deep Research Agent for Public Health

  7 Jul, 2026

  Build a domain-specific multi-agent deep research system for public health evidence synthesis — with intent refinement, outline negotiation, gated memory, and source-level citations using Claude and Anthropic's tool-use API.

• Deep Research Agents Explained: Architecture, Types, and Practical Applications

  21 May, 2026

  Decode how Deep Research Agents work — from LLM reasoning and tool use to multi-agent architectures — covering agent types, practical use cases, limitations, and responsible adoption, based on evidence from multiple systematic reviews.

• 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.