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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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🧑‍⚖️ Building a Saudi Labor Law AI Assistant — Bilingual, Semantic, and Context-Aware

🧑‍⚖️ Building a Saudi Labor Law AI Assistant — Bilingual, Semantic, and Context-Aware

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3 min read
Behind the Scenes: How I Built ResumeMatcher’s RAG Pipeline

Behind the Scenes: How I Built ResumeMatcher’s RAG Pipeline

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3 min read
From Documents to Dialogue: A step-by-step RAG Journey

From Documents to Dialogue: A step-by-step RAG Journey

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5 min read
LLPY-04: Vectorización y Embeddings - Preparando Datos para RAG

LLPY-04: Vectorización y Embeddings - Preparando Datos para RAG

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13 min read
Building a RAG from Scratch: A Beginner's Guide (Part 3: Dockerization and Flexible Configuration)

Building a RAG from Scratch: A Beginner's Guide (Part 3: Dockerization and Flexible Configuration)

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3 min read
Beyond Vector Search: Building a RAG That *Actually* Understands Your Data

Beyond Vector Search: Building a RAG That *Actually* Understands Your Data

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7 min read
Why Evals and Observability Should Be an AI Builder’s Top Concern

Why Evals and Observability Should Be an AI Builder’s Top Concern

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7 min read
Medical Chatbots with RAG

Medical Chatbots with RAG

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6 min read
Building a RAG from Scratch: A Beginner's Guide (Part 1: The Basic Pipeline)

Building a RAG from Scratch: A Beginner's Guide (Part 1: The Basic Pipeline)

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3 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
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
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