asinghcsu/AgenticRAG-Survey
A survey repository covering Agentic Retrieval-Augmented Generation systems that embed autonomous AI agents into RAG pipelines.
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This repository accompanies a survey paper on Agentic RAG, providing taxonomy, frameworks, and visualizations for advanced RAG systems enhanced with AI agents. It covers foundational principles like reflection, planning, tool use, and multi-agent collaboration within RAG pipelines, alongside detailed system architectures including single-agent, multi-agent, hierarchical, corrective, adaptive, and graph-based approaches.
Frequently asked
- What is asinghcsu/AgenticRAG-Survey?
- A survey repository covering Agentic Retrieval-Augmented Generation systems that embed autonomous AI agents into RAG pipelines.
- Is AgenticRAG-Survey open source?
- Yes — asinghcsu/AgenticRAG-Survey is an open-source project tracked on heatdrop.
- How popular is AgenticRAG-Survey?
- asinghcsu/AgenticRAG-Survey has 1.7k stars on GitHub.
- Where can I find AgenticRAG-Survey?
- asinghcsu/AgenticRAG-Survey is on GitHub at https://github.com/asinghcsu/AgenticRAG-Survey.