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# rag

Retrieval augmented generation, or RAG, is an architectural approach that can improve the efficacy of large language model (LLM) applications by leveraging custom data.

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Medical Chatbots with RAG

Medical Chatbots with RAG

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6 min read
🚀 Free RAG Learning Path: From Basic to Multi-Agent Systems (143 Files, 70+ Technologies)

🚀 Free RAG Learning Path: From Basic to Multi-Agent Systems (143 Files, 70+ Technologies)

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4 min read
94% of RAG Systems Have No Backup Plan: The $2M Disaster That Proves It

94% of RAG Systems Have No Backup Plan: The $2M Disaster That Proves It

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5 min read
RAG Chunking Strategies That Actually Work (and Why Most Don’t)

RAG Chunking Strategies That Actually Work (and Why Most Don’t)

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4 min read
You Don't Know RAG. You Know Simple RAG.

You Don't Know RAG. You Know Simple RAG.

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4 min read
# Medical RAG Architecture Overview #llmszoomcamp

# Medical RAG Architecture Overview #llmszoomcamp

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5 min read
# Medical RAG Architecture Overview #llmszoomcamp

# Medical RAG Architecture Overview #llmszoomcamp

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5 min read
Building Custom Evaluators for AI Applications: A Technical Guide to AI Quality Assessment

Building Custom Evaluators for AI Applications: A Technical Guide to AI Quality Assessment

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19 min read
From Knowledge Graph Generation to RAG for Stablecoin Regulatory Intelligence

From Knowledge Graph Generation to RAG for Stablecoin Regulatory Intelligence

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11 min read
Context Engineering: The Missing Piece in Building AI Agents That Actually Work

Context Engineering: The Missing Piece in Building AI Agents That Actually Work

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4 min read
A-Modular-Kingdom

A-Modular-Kingdom

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4 min read
# Data Ingestion & Vector Store #llmszoomcamp

# Data Ingestion & Vector Store #llmszoomcamp

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2 min read
RAG LLM: Why Your AI Costs 10x More Than It Should (And How to Fix It)

RAG LLM: Why Your AI Costs 10x More Than It Should (And How to Fix It)

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5 min read
Prompt Caching Slashed My AI Bills by 90%. Here's What Nobody Tells You.

Prompt Caching Slashed My AI Bills by 90%. Here's What Nobody Tells You.

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5 min read
AI-Powered Resume & Job Description Matching with RAG

AI-Powered Resume & Job Description Matching with RAG

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1 min read
Train it or feed it? Teaching LLMs your data the smart way

Train it or feed it? Teaching LLMs your data the smart way

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4 min read
The Secret to Efficient RAG: A Step-by-Step Guide to Chunking and Counting Your Vectors

The Secret to Efficient RAG: A Step-by-Step Guide to Chunking and Counting Your Vectors

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11 min read
🎥 Model Context Protocol (MCP) Clearly Explained in Hindi

🎥 Model Context Protocol (MCP) Clearly Explained in Hindi

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1 min read
Exposing the Magic of Large Language Models Like ChatGPT Explained Simply for CEOs and Lawyers

Exposing the Magic of Large Language Models Like ChatGPT Explained Simply for CEOs and Lawyers

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4 min read
I Created an AI Assistant That Reads the Fine Print for You

I Created an AI Assistant That Reads the Fine Print for You

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4 min read
Tired of AI Hallucinations? I Built a RAG App to Keep My Research Grounded.

Tired of AI Hallucinations? I Built a RAG App to Keep My Research Grounded.

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4 min read
Why Most RAG Pipelines Fail in Production (and How to Fix Them)

Why Most RAG Pipelines Fail in Production (and How to Fix Them)

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2 min read
# Comprehensive Monitoring & Observability #llmszoomcamp

# Comprehensive Monitoring & Observability #llmszoomcamp

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8 min read
Generative AI & LLMs Revolutionize E2E Test Automation

Generative AI & LLMs Revolutionize E2E Test Automation

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3 min read
LLPY-03: Extracción y Procesamiento Inteligente de Datos Legales

LLPY-03: Extracción y Procesamiento Inteligente de Datos Legales

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21 min read
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