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RAGFlow

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Instant Consumer Technology Team
Instant Consumer Technology Team
Jun 13, 2025 · Artificial Intelligence

Unlocking RAGFlow: How Retrieval‑Augmented Generation & Flow Transform AI Applications

RAGFlow is an AI architecture that merges Retrieval‑Augmented Generation with a dynamic Flow control mechanism, offering real‑time knowledge retrieval, high‑quality text generation, and flexible deployment across content creation, intelligent QA, and enterprise solutions while outlining its technical principles, advantages, challenges, and installation steps.

AIChatbotFlow Control
0 likes · 25 min read
Unlocking RAGFlow: How Retrieval‑Augmented Generation & Flow Transform AI Applications
Data Thinking Notes
Data Thinking Notes
Apr 13, 2025 · Artificial Intelligence

How to Build a Retrieval‑Augmented Generation Knowledge Base with DeepSeek and RAGFlow

This guide walks you through the fundamentals of Retrieval‑Augmented Generation, introduces the open‑source RAGFlow framework, details installation steps, shows how to integrate DeepSeek LLMs, and explores practical application scenarios such as intelligent customer service and enterprise document QA.

AIDeepSeekLLM
0 likes · 11 min read
How to Build a Retrieval‑Augmented Generation Knowledge Base with DeepSeek and RAGFlow