Definition · foundations
agentic RAG
agentic RAG is the term for RAG in which an agent plans and changes its searches to meet a goal. You can spot agentic RAG in practice when the record shows what the system observes, what choice it makes, and what changes next, without asking the reader to guess or trust a slogan.
157 definitions656 sourced recordsNamed source: ACL Anthology
Why does agentic RAG matter?
Search becomes part of the plan. The agent can change a query as the task unfolds. For agentic RAG, start with three checks: What can the system observe? What choice can it make? What changes after it acts? The answers should point to visible evidence, not a promise.
What does agentic RAG look like?
A legal agent splits a question by region, searches each part, and follows key citations. This example makes agentic RAG visible by naming the actor, the action, and the result in practice. It is an illustration for readers, not a claim that every product behaves this way.
What is agentic RAG easy to confuse with?
Agentic RAG uses search in goal-led action. Active RAG focuses on repeated search and checks. The closest entries here are agentic commerce, AI agent, agentic AI. Compare their definitions with agentic RAG before using the names as if they mean the same thing. That comparison keeps agentic RAG separate from nearby ideas without pretending the boundary is always perfect.
How certain is this definition?
This definition is provisional. ACL Anthology supports the version you see today, but a better or more direct source may change it. Open the cited page and check its date before you use this entry to choose a product, write a policy, set a safety control, or design a system.
Who introduced the term agentic RAG?
We have not verified who first introduced agentic RAG. The source supports a useful definition, but it may not be the earliest use. Until a dated primary record settles the question, we leave the origin open. A popular article or product page is not enough to name the person who coined a term.
What should you understand before agentic RAG?
Read artificial intelligence (AI) first when agentic RAG depends on a more basic idea or mechanism. The link gives you a useful route through the glossary. It does not mean every author teaches the subject in this order, so follow the source when the sequence matters.
What should this term help you answer?
Use agentic RAG to ask what an agent can observe, decide, change, remember, or hand off. The questions below turn the definition into a practical check. They are prompts for your own work, not claims made by the source, so change them to fit the system you are examining.
- What can the system observe?
- What choice can it make?
- What changes after it acts?
Which source supports this definition of agentic RAG?
ACL Anthology supports this working definition of agentic RAG. We checked the link on 2026-07-12. Open the original record for its context, methods, limits, and publication details. The short explanation here is a guide to agentic RAG; the linked source remains the evidence to inspect when the wording or boundary matters.
source foundagentic RAGChecked 2026-07-12→