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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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RAG in Practice — Part 3: How RAG Works — The Complete Pipeline
gursharansingh profile

RAG in Practice — Part 3: How RAG Works — The Complete Pipeline

#rag #ai #architecture #webdev
1
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9 min read
Your RAG pipeline is only as good as the shit you put in your vector database
ksirailway_base profile

Your RAG pipeline is only as good as the shit you put in your vector database

#ai #rag #langchain #machinelearning
1
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2 min read
How I Built a Smart Q&A Bot for a Local Music Venue in a Weekend — A Practical Introduction to RAG Systems
clint-westbrook profile

How I Built a Smart Q&A Bot for a Local Music Venue in a Weekend — A Practical Introduction to RAG Systems

#llm #python #rag #tutorial
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31 min read
Why Most RAG Systems Hallucinate — And How My Hybrid Pipeline Fixes It
naresh_007 profile

Why Most RAG Systems Hallucinate — And How My Hybrid Pipeline Fixes It

#ai #rag #architecture #llm
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13 min read
Continuous Refactoring with LLMs: Patterns That Work in Production
dextralabs profile

Continuous Refactoring with LLMs: Patterns That Work in Production

#ai #llm #rag
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4 min read
Retrieval Strategy Design: Vector, Keyword, and Hybrid Search
yaruyng profile

Retrieval Strategy Design: Vector, Keyword, and Hybrid Search

#rag
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3 min read
## I Built an AI Tourism Assistant for Kenya Using RAG, pgvector, and Streamlit
john_analytics profile

## I Built an AI Tourism Assistant for Kenya Using RAG, pgvector, and Streamlit

#rag #postgres #etl #data
2
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3 min read
LedgerMind v3.0: Knowledge That Lives, Breathes, and Dies on Purpose
sl4m3 profile

LedgerMind v3.0: Knowledge That Lives, Breathes, and Dies on Purpose

#ai #rag #automation #agents
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12 min read
RAG vs Fine-Tuning for LLMs (2026): What Actually Works in Production
umesh_malik profile

RAG vs Fine-Tuning for LLMs (2026): What Actually Works in Production

#rag #finetuning #llmengineering #aiarchitecture
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6 min read
I Built a RAG Agent From Scratch — Here's What I Actually Learned
familyguyfg profile

I Built a RAG Agent From Scratch — Here's What I Actually Learned

#rag #ai #python #agents
1
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3 min read
Agentic AI Architecture: From CLI Tools to Enterprise Systems
dextralabs profile

Agentic AI Architecture: From CLI Tools to Enterprise Systems

#ai #llm #rag
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4 min read
Build a RAG Pipeline in Java (Text Vector LLM, No Paid APIs)
sanjayghosh profile

Build a RAG Pipeline in Java (Text Vector LLM, No Paid APIs)

#ai #machinelearning #postgres #rag
2
Comments 2
3 min read
RAG in Practice — Part 2: What RAG Is and Why It Works
gursharansingh profile

RAG in Practice — Part 2: What RAG Is and Why It Works

#rag #ai #architecture #webdev
1
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5 min read
RAG in Practice — Part 1: Why AI Gets Things Wrong
gursharansingh profile

RAG in Practice — Part 1: Why AI Gets Things Wrong

#rag #ai #architecture #webdev
Comments
4 min read
Building Production RAG Systems in .NET 10: The Complete Guide to Embeddings
vikrant_bagal_afae3e25ca7 profile

Building Production RAG Systems in .NET 10: The Complete Guide to Embeddings

#dotnet #ai #rag #csharp
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5 min read
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