DavidZWZ/Awesome-RAG-Reasoning
An academic curated list of papers, tools, and resources bridging Retrieval-Augmented Generation with reasoning in LLMs and Agentic AI systems.

This repository aggregates academic resources on RAG-Reasoning systems, based on a published survey titled ‘Towards Agentic RAG with Deep Reasoning’. It compiles research papers, tools, and implementations exploring how retrieval-augmented generation intersects with reasoning capabilities in large language models and multi-agent frameworks. The collection targets researchers studying agentic AI, deep reasoning, and advanced RAG architectures.
Frequently asked
- What is DavidZWZ/Awesome-RAG-Reasoning?
- An academic curated list of papers, tools, and resources bridging Retrieval-Augmented Generation with reasoning in LLMs and Agentic AI systems.
- Is Awesome-RAG-Reasoning open source?
- Yes — DavidZWZ/Awesome-RAG-Reasoning is open source, released under the MIT license.
- How popular is Awesome-RAG-Reasoning?
- DavidZWZ/Awesome-RAG-Reasoning has 446 stars on GitHub.
- Where can I find Awesome-RAG-Reasoning?
- DavidZWZ/Awesome-RAG-Reasoning is on GitHub at https://github.com/DavidZWZ/Awesome-RAG-Reasoning.