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Agent Memory & RAG

Agenticrag Survey

Agenticrag Survey is a research repository accompanying a survey paper on Retrieval-Augmented Generation systems enhanced with AI agents. It explains agentic patterns, classifies system architectures and compares agentic RAG with traditional RAG and Agentic Document Workflows.

Explore the practical guide ↓

Independent OpenViST project profile, based on linked sources.

Agenticrag Survey — OpenViST project profile in Agent Memory & RAG.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use it when surveying agentic RAG concepts or comparing possible workflow and architecture designs before choosing an implementation approach.

Who it is for

  • Researchers studying agentic retrieval-augmented generation.
  • Developers comparing architectural approaches for RAG systems.
  • Practitioners seeking a structured overview of agentic workflows.

Documented uses

  • Understand patterns such as reflection, planning, tool use and multi-agent collaboration.
  • Compare single-agent, multi-agent, hierarchical, corrective, adaptive and graph-based RAG categories.
  • Use the survey's taxonomy to organize or discuss agentic RAG architectures.
  • Review application examples and challenges before exploring implementation approaches.
Before you choose

Requirements & limits

  • The repository is a survey and reference resource rather than a deployable agent or implementation framework.
  • Its coverage includes both system taxonomy and comparisons with traditional RAG and Agentic Document Workflows.
  • The material also discusses applications and open challenges, including scalability and multimodal integration.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Source-based practical guide

Use the survey to compare Agentic RAG workflow patterns

Review the survey’s workflow-pattern section and compare it with its taxonomy and analysis of RAG approaches.

Before you start

  • Access to the public AgenticRAG-Survey repository.

Steps

  1. Open the repository’s README and locate section 4, Agentic Workflow Patterns.

  2. Review the survey’s described agentic patterns, including reflection, planning, tool use, and multi-agent collaboration.

  3. Compare the workflow patterns with the repository’s taxonomy of Agentic RAG systems and its comparison of traditional RAG, Agentic RAG, and Agentic Document Workflows.

Expected outcome

A reference-based comparison of the survey’s workflow patterns and RAG categories.

Guide limitations

  • The repository is a survey and reference resource; these steps do not implement or run an agentic RAG system.
  • The README identifies topics and categories but does not provide a complete executable workflow in the documented material.
Documentation 1 ↗
Evidence and transparency

Sources & review

Official repository ↗
Source record details
Source availability
Active
Sources checked
16 October 2026
Original website title
asinghcsu/AgenticRAG-Survey · Official homepage title · retained in its source language
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