Agentic RAG
In the context of generative artificial intelligence, AI agents are a class of intelligent agents distinguished by their ability to operate autonomously in complex environments. Agentic AI tools prioritize decision-making over content creation and do not require continuous oversight.
Timeline
3- Research MilestoneMar 16, 2026
Researchers propose test-time modifications to agentic RAG systems with contextualization and de-duplication modules
- accuracy improvement:
- 5.6% higher accuracy
- efficiency improvement:
- 10.5% fewer retrieval turns
- Research MilestoneMar 11, 2026
Emergence of agentic RAG systems that introduce decision-making capabilities at the retrieval stage
- evolution:
- from static pipelines to thinking agents
- Research MilestoneMar 6, 2026
Research paper analyzes shift from tools to agentic AI systems for human-AI teaming
- research focus:
- Human-Agentic AI Teaming
Relationships
6Competes With
Uses
Recent Articles
4New Research Improves Agentic RAG Efficiency with Contextualization and De-duplication Modules
+Researchers propose test-time modifications to agentic RAG systems, adding contextualization and de-duplication modules. Their best variant achieves 5
93 relevanceBeyond Simple Retrieval: The Rise of Agentic RAG Systems That Think for Themselves
+Traditional RAG systems are evolving into 'agentic' architectures where AI agents actively control the retrieval process. A new 5-layer evaluation fra
81 relevanceFrom Tools to Teammates: Governing Agentic AI for Luxury Clienteling and Strategy
+Agentic AI systems that plan and act autonomously are emerging. For luxury retail, this means AI teammates for personal shoppers and strategists. The
60 relevanceAgentic AI for Luxury Post-Purchase: How Seel's Autonomous Systems Transform Client Experience
+Authentic Brands Group partners with Seel to deploy agentic AI for post-purchase processes. This autonomous system handles returns, exchanges, and sup
80 relevance
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Sentiment History
| Week | Avg Sentiment | Mentions |
|---|---|---|
| 2026-W10 | 0.45 | 2 |
| 2026-W11 | 0.40 | 1 |
| 2026-W12 | 0.30 | 1 |