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Articles · Rebeauty Atlas

AI DSN

AF Afaf Athar

Adaptive RAG: Integrating In-Flow Evaluation into LangGraph State Machines

Moving an LLM application from a flashy local prototype to an enterprise-grade production system is one of the steepest challenges in…

Jul 17, 2026 · 4 min read · 2 claps #rags #adaptive-rag #llm

Adaptive RAG: Integrating In-Flow Evaluation into LangGraph State Machines

GEN AI

DH Dhruv Panchal

Feedback Loop RAG: When Your Users’ Ratings Make Future Answers Better

The static RAG problem

May 20, 2026 · 10 min read · 0 claps #rags #feedback-loop-rag #adaptive-rag

Feedback Loop RAG: When Your Users’ Ratings Make Future Answers Better

AI

KU Kunal Khanvilkar

Retrieval-Augmented Generation (RAG): The Complete Guide

From the origins to agentic systems and beyond— what RAG is, why it exists, how it works, and which type solves which problem.

Apr 12, 2026 · 11 min read · 0 claps #retrieval-augmented-gen #llm #agentic-rag

Retrieval-Augmented Generation (RAG): The Complete Guide

AI

NI Nithu Arjunan

RAG Optimization

Building an Advanced RAG System: Adaptive, Self, and Corrective RAG in Action

Apr 09, 2026 · 4 min read · 0 claps #rags #agentic-rag #self-rag

AI SPT

SN Snehal Nair · Data Science Collective

FAQ Extraction is a System Design Problem, Not a Prompting Problem

Why we steered our strategy from “Summarization” to “Knowledge Governance.”

Jan 27, 2026 · 12 min read · 123 claps paywalled #rags #adaptive-rag #system-design-project

FAQ Extraction is a System Design Problem, Not a Prompting Problem

AI

ZB ZBrain

Adaptive RAG in ZBrain: Intelligent, Context-Aware Retrieval for Enterprise AI

Large language models (LLMs) such as GPT-4 demonstrate strong reasoning and language generation capabilities, but they are inherently…

Dec 17, 2025 · 5 min read · 41 claps #ai #adaptive-rag #zbrain

Adaptive RAG in ZBrain: Intelligent, Context-Aware Retrieval for Enterprise AI

AI

RO Robi Kumar Tomar

Build a Full POC Using Adaptive RAG + LangGraph + FastAPI + Streamlit (Complete Step-by-Step Guide)

AI applications today must go beyond simple prompt-response systems. They need to be dynamic, context-aware, and production-ready.

Dec 13, 2025 · 6 min read · 143 claps #adaptive-rag #langgraph #fastapi

Build a Full POC Using Adaptive RAG + LangGraph + FastAPI + Streamlit (Complete Step-by-Step Guide)

AI GEN

DH Dharmendra Pratap Singh · Dev Genius

Building an Adaptive RAG System with Gemini, LangChain, and Hugging Face Embeddings

Retrieval-Augmented Generation (RAG) has become the backbone of modern AI knowledge systems — combining external data retrieval with…

Nov 08, 2025 · 8 min read · 22 claps paywalled #rags #adaptive-rag #hugging-face

Building an Adaptive RAG System with Gemini, LangChain, and Hugging Face Embeddings

AI

SA Sai Bhargav Rallapalli · Towards AI

Adaptive RAG: The Smart, Self-Correcting Framework for Complex AI Queries

Introduction: Why Adaptive RAG is a Game-Changer for AI Retrieval

Jul 04, 2025 · 10 min read · 23 claps paywalled #adaptive-rag #retrieval-augmented-gen #rags