---
canonical: "https://www.softatlas.io/writer/products/graph-based-rag"
name: "Graph-based RAG"
provider: "WRITER"
category: "Artificial Intelligence / AI Assistants / Copilots / Enterprise Knowledge Assistants"
review_count: 0
ai_powered: false
website: "https://writer.com/product/graph-based-rag"
updated: "2026-07-12"
---

# Graph-based RAG

By [WRITER](/writer.md)

Graph-based RAG provides a structured approach to managing and retrieving enterprise knowledge, enhancing decision-making and operational efficiency.

## Features
- Retrieve relevant data accurately using graph structures
- Enhance semantic understanding with specialized LLMs
- Condense and index data with retrieval-aware compression
- Generate responses with state-of-the-art LLMs
- Support multi-hop questions and complex data formats
- Provide explainable AI with source citations
- Handle structured and unstructured data formats
- Integrate data sources quickly with a full-stack platform

## Built for
MARKETERS, SALES, DEVELOPERS, CUSTOMER_SUPPORT, OPERATIONS, EXECUTIVES

Source: https://www.softatlas.io/writer/products/graph-based-rag