RAGFlow

RAGFlow is InfiniFlow’s open-source Retrieval-Augmented Generation engine focused on deep-document understanding and scalable multi-format ingestion.

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Introduction

Overview

RAGFlow combines a vector store, ElasticSearch, DeepDoc segmentation and GraphRAG reasoning to deliver truthful, citation-backed answers from heterogeneous data.

Key Capabilities

Multi-format parsing (PDF, Office, code, web, DB dumps)
DeepDoc semantic segmentation for high-recall retrieval
GraphRAG pipeline with entity linking & reranking
Code-sandbox component for live code execution in answers
Docker / Helm deploy, Python SDK & MCP server integrations

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Information

Websiteragflow.io
AuthorsInfiniFlow
Published date2024/12/19

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