32.6k stars! RAGFlow Intelligent Document Engine: Turn documents into AI assistants in seconds, get to the core answers in 60 seconds, open source and free to try

In the daily operation of enterprises, the management and utilization of large amounts of documents has always been a thorny issue. Whenever you need to find specific information from hundreds or thousands of documents, traditional retrieval methods are often time-consuming and laborious; and when facing customer inquiries, how to quickly and accurately find answers from the vast product documents is even more of a headache.

Why choose RAGFlow?

Traditional document management systems often have the following pain points:

• • Low retrieval efficiency, time-consuming and laborious to find information

• • The document format is complex and difficult to process uniformly

• • Knowledge extraction is inaccurate and answers lack reliability

• • Complex system deployment and high maintenance costs

RAGFlow perfectly solves these problems through deep document understanding technology combined with advanced large language models. It can intelligently process various documents and provide accurate question-and-answer services, making enterprise knowledge management easier and more efficient.

Core Advantages

1. Deeply understand the content of the document

Through advanced document analysis technology, RAGFlow can accurately identify and extract structured information in documents, automatically establish knowledge associations, and make document content truly valuable, rather than just staying at the simple text storage level.

• • Intelligent identification of document structure and semantics

• • Automatically extract key information

• • Support cross-document knowledge association

2. Diversified document support

The system supports various office document formats including Word, PPT, Excel, PDF, etc. It can also process images, web page content and scanned files, so that companies do not need to worry about compatibility issues caused by document formats.

• • Office documents such as Word, PPT, Excel, etc.

• • PDF files and scanned documents

• • Web content and structured data

• • Pictures and multimedia files

3. Accurate question-answering ability

Based on deep learning technology, RAGFlow can accurately understand the true intention of users' questions, quickly locate relevant information from massive documents, and give well-reasoned answers. Each answer can be traced back to the specific source document.

• • Intelligent understanding based on context

• • Answer tracking and citation support

• • Minimize error messages

4. Easy-to-use deployment solution

It adopts containerization technology and supports one-click deployment. You can choose private deployment or cloud services according to the actual needs of the enterprise, fully control data security, and provide rich API interfaces for easy integration with existing systems.

• • Docker one-click deployment

• • Flexible configuration options

• • Complete API interface

Quick Start Guide

Environment Preparation

# System Requirements
- CPU: 4 cores or above
- Memory: 16GB or more
- Hard disk: 50GB or more
- Docker 24.0.0+

Installation Steps

1. 1. Get the project code for easy download:  https://pan.quark.cn/s/d5f8ce6fc915

git clone https://github.com/infiniflow/ragflow.git

1. 2. Enter the project directory

cd ragflow

1. 3. Start the service

docker compose -f docker/docker-compose.yml up -d

Use Configuration

existservice_conf.yaml.templateIn the file, you can:

• • Choose an appropriate language model

• • Configure API key

• • Custom service port

• • Set data processing parameters

Personalization

Interface customization

• • Support multiple theme styles

• • Customizable display layout

• • Flexible data display methods

Function Configuration

• • Document processing template selection

• • Knowledge base classification management

• • User permission settings

• • How to display the answers

Application Scenario

1. 1.  Construction of enterprise knowledge base

• • Rapidly build an enterprise-level knowledge base

• • Enable efficient sharing and reuse of knowledge

• 2.  Customer service support system

• • Provide accurate product information

• • Reduce manual customer service costs

• 3.  R&D document management

• • Intelligent retrieval of technical documents

• • Accelerate R&D efficiency

• 4.  Training materials management

• • Intelligent learning assistance

• • Personalized knowledge recommendation

Last words

RAGFlow provides a powerful and easy-to-use solution for enterprise-level document management and knowledge application. Through intelligent document processing and accurate question-answering capabilities, it can significantly improve the efficiency of enterprise knowledge management and reduce operating costs.

As technology continues to advance, RAGFlow is also continuously updated and optimized to provide users with a better experience. Whether it is a small or medium-sized enterprise or a large organization, you can find an application scenario that suits you.