asinghcsu/AgenticRAG-Survey resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1723 stars · 185 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A survey repository accompanying the arXiv paper 'Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG', providing a taxonomy, visualizations, and analysis of Agentic RAG systems. It covers agentic patterns like reflection, planning, tool use, and multi-agent collaboration, plus comparisons of RAG frameworks and real-world applications.

Use cases

• learn how agentic RAG differs from traditional RAG
• find a taxonomy of agentic RAG architectures
• understand multi-agent RAG patterns like reflection and planning
• research corrective and adaptive RAG systems
• find real-world applications of agentic RAG in healthcare and finance
• cite a survey on agentic retrieval-augmented generation

When to choose

• you need a conceptual overview or literature review of Agentic RAG
• you are researching agent design patterns for retrieval pipelines
• you want diagrams and taxonomy references for a paper or presentation

When to avoid

• you need production-ready RAG code or a runnable framework
• you want a maintained software library with tests and releases
• you need a licensed codebase to build on

Facets

learning-resource · maturity active

rag agent-framework llm-inference nlp documentation artificial-intelligence large-language-models tutorials cross-platform survey-paper agentic-rag llm-agents multi-agent-systems academic-research taxonomy retrieval-augmented-generation ai-agents natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="asinghcsu/AgenticRAG-Survey")