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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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I Built a Baseline RAG System — Then Measured Where It Actually Breaks
techtrojan profile

I Built a Baseline RAG System — Then Measured Where It Actually Breaks

#rag #evaluate #langchain #vectordatabase
2
Comments
3 min read
Why building RAG apps feels harder than it should (and what I built to fix it)
atultrp profile

Why building RAG apps feels harder than it should (and what I built to fix it)

#webdev #rag #ai #buildinpublic
5
Comments
1 min read
I Built a Baseline RAG System — Then Measured Where It Actually Breaks
techtrojan profile

I Built a Baseline RAG System — Then Measured Where It Actually Breaks

#rag #evaluate #langchain #vectordatabase
2
Comments
3 min read
Build Your Own AI Story Generator with RAG - Part 3: Generating Stories
diskcleankit profile

Build Your Own AI Story Generator with RAG - Part 3: Generating Stories

#ai #rag #novel #machinelearning
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12 min read
Build Your Own AI Story Generator with RAG - Part 1: Understanding RAG
diskcleankit profile

Build Your Own AI Story Generator with RAG - Part 1: Understanding RAG

#rag #ai #novel #generator
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14 min read
Tutorial: Secure Serverless RAG in 5 Minutes with Amazon Bedrock + S3 Vector Store
faye_ellis profile

Tutorial: Secure Serverless RAG in 5 Minutes with Amazon Bedrock + S3 Vector Store

#ai #aws #tutorial #rag
5
Comments
5 min read
Build Your Own AI Story Generator with RAG - Part 2: Building the RAG Pipeline
diskcleankit profile

Build Your Own AI Story Generator with RAG - Part 2: Building the RAG Pipeline

#ai #rag #machinelearning #novel
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14 min read
SentinelSlice- Architecting Agentic Memory with Elastic Cloud and High-Density Vectors
siddhartha_sengupta_cb1c8 profile

SentinelSlice- Architecting Agentic Memory with Elastic Cloud and High-Density Vectors

#elasticsearch #vectordatabase #rag #ai
2
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7 min read
My AI Agent Ran for a Week — Here's How It Remembers Things
kaelbit profile

My AI Agent Ran for a Week — Here's How It Remembers Things

#ai #mcp #rag #productivity
2
Comments 1
5 min read
Building a Simple RAG Pipeline with Elasticsearch as a Vector Database: A Practical Guide with Code, Architecture & Lessons
saivarnik profile

Building a Simple RAG Pipeline with Elasticsearch as a Vector Database: A Practical Guide with Code, Architecture & Lessons

#elasticsearch #rag #ai #vectorsearch
1
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8 min read
How to Attack a RAG System — and Why Your Security Scanner Won't Catch It
onoz1169 profile

How to Attack a RAG System — and Why Your Security Scanner Won't Catch It

#security #llm #rag #appsec
Comments 1
6 min read
The Cost-Based Revolution: Why Hybrid Search Optimization is the Missing Piece in Vector Databases
aakanksha02 profile

The Cost-Based Revolution: Why Hybrid Search Optimization is the Missing Piece in Vector Databases

#elasticsearch #rag #vectordatabase
1
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8 min read
Beyond Keywords: Building an AI Assistant for Aviation Maintenance using Elastic RAG
arnabsen08 profile

Beyond Keywords: Building an AI Assistant for Aviation Maintenance using Elastic RAG

#elasticsearch #rag #ai #python
2
Comments
7 min read
RAG Projects That Teach You Real Retrieval Engineering (Not Just Prompt Hacking)
dextralabs profile

RAG Projects That Teach You Real Retrieval Engineering (Not Just Prompt Hacking)

#ai #llm #rag
Comments 1
4 min read
How I Built a Desktop App for Local RAG: Why I Ditched Full Cloud Processing
edvard_0dd27b25e87f907906 profile

How I Built a Desktop App for Local RAG: Why I Ditched Full Cloud Processing

#programming #electron #rag #productivity
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3 min read
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