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18 min read

RAGFlow 0.23.0 — Advancing Memory, RAG, and Agent Performance

RAGFlow 0.23.0 — Advancing Memory, RAG, and Agent Performance
37 min read

From RAG to Context - A 2025 year-end review of RAG

From RAG to Context - A 2025 year-end review of RAG
3 min read

RAGFlow’s Seamless Upgrade - from 0.21 to 0.22 and Beyond

RAGFlow’s Seamless Upgrade - from 0.21 to 0.22 and Beyond
4 min read

Google Drive Data source Guide

Google Drive Data source Guide
6 min read

RAGFlow 0.22.0 Overview — Supported Data Sources, Enhanced Parser, Agent Optimizations, and Admin UI

RAGFlow 0.22.0 Overview — Supported Data Sources, Enhanced Parser, Agent Optimizations, and Admin UI
16 min read

RAGFlow in Practice - Building an Agent for Deep-Dive Analysis of Company Research Reports

RAGFlow in Practice - Building an Agent for Deep-Dive Analysis of Company Research Reports
3 min read

RAGFlow Named Among GitHub’s Fastest-Growing Open Source Projects, Reflecting Surging Demand for Production-Ready AI

18 min read

Is data processing like building with lego? Here is a detailed explanation of the ingestion pipeline.

Is data processing like building with lego? Here is a detailed explanation of the ingestion pipeline.
11 min read

Bid Farewell to Complexity — RAGFlow CLI Makes Back-end Management a Breeze

Bid Farewell to Complexity — RAGFlow CLI Makes Back-end Management a Breeze
10 min read

500 Percent Faster Vector Retrieval! 90 Percent Memory Savings! Three Groundbreaking Technologies in Infinity v0.6.0 That Revolutionize HNSW

500 Percent Faster Vector Retrieval! 90 Percent Memory Savings! Three Groundbreaking Technologies in Infinity v0.6.0 That Revolutionize HNSW
10 min read

RAGFlow 0.21.0 - Ingestion Pipeline, Long-Context RAG, and Admin CLI

RAGFlow 0.21.0 - Ingestion Pipeline, Long-Context RAG, and Admin CLI
7 min read

Tutorial - Build an E-Commerce Customer Support Agent Using RAGFlow

Tutorial - Build an E-Commerce Customer Support Agent Using RAGFlow
7 min read

Tutorial - Building a SQL Assistant Workflow

Tutorial - Building a SQL Assistant Workflow
13 min read

RAGFlow 0.20.0 - Multi-Agent Deep Research

RAGFlow 0.20.0 - Multi-Agent Deep Research
8 min read

Agentic Workflow - What's inside RAGFlow 0.20.0

Agentic Workflow - What's inside RAGFlow 0.20.0
14 min read

RAG at the Crossroads - Mid-2025 Reflections on AI’s Incremental Evolution

RAG at the Crossroads - Mid-2025 Reflections on AI’s Incremental Evolution
37 min read

The Rise and Evolution of RAG in 2024 A Year in Review

The Rise and Evolution of RAG in 2024 A Year in Review
6 min read

A deep dive into RAGFlow v0.15.0

A deep dive into RAGFlow v0.15.0
9 min read

What Infrastructure Capabilities does RAG Need beyond Hybrid Search

What Infrastructure Capabilities does RAG Need beyond Hybrid Search
5 min read

Implementing Text2SQL with RAGFlow

Implementing Text2SQL with RAGFlow
6 min read

How Our GraphRAG Reveals the Hidden Relationships of Jon Snow and the Mother of Dragons

How Our GraphRAG Reveals the Hidden Relationships of Jon Snow and the Mother of Dragons
8 min read

From RAG 1.0 to RAG 2.0, What Goes Around Comes Around

From RAG 1.0 to RAG 2.0, What Goes Around Comes Around
8 min read

RAGFlow Enters Agentic Era

RAGFlow Enters Agentic Era
6 min read

Agentic RAG - Definition and Low-code Implementation

Agentic RAG - Definition and Low-code Implementation
4 min read

Implementing a long-context RAG based on RAPTOR

Implementing a long-context RAG based on RAPTOR