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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 Series (10): Hybrid Search — Retrieving More, Missing Less
wonderlab profile

RAG Series (10): Hybrid Search — Retrieving More, Missing Less

#rag #bm25 #langchain #ai
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7 min read
Building a Secure RAG Pipeline on AWS: A Step-by-Step Implementation Guide
sathieshveera profile

Building a Secure RAG Pipeline on AWS: A Step-by-Step Implementation Guide

#aws #rag #security #tutorial
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20 min read
Build Once, Sell Twice: caching LLM analysis with pgvector
bryanacosta profile

Build Once, Sell Twice: caching LLM analysis with pgvector

#ai #rag #postgres #performance
2
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4 min read
AI Memory Is Kind of Broken. A Cambridge Researcher Proved It .
vektor_memory_43f51a32376 profile

AI Memory Is Kind of Broken. A Cambridge Researcher Proved It .

#ai #database #memory #rag
1
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8 min read
Reranker Fine-Tuning on Click Data: When Off-the-Shelf Stops Winning
gabrielanhaia profile

Reranker Fine-Tuning on Click Data: When Off-the-Shelf Stops Winning

#rag #ai #machinelearning #search
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8 min read
Day 2 - RAG - What is Vector DB ?
indumathi__r profile

Day 2 - RAG - What is Vector DB ?

#ai #database #llm #rag
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3 min read
Few-Shot Selection at Runtime: Why Static Examples Hurt Edge Cases
gabrielanhaia profile

Few-Shot Selection at Runtime: Why Static Examples Hurt Edge Cases

#ai #llm #promptengineering #rag
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8 min read
Embedding Dimension Reduction: When 1536 256 Doesn't Hurt Recall
gabrielanhaia profile

Embedding Dimension Reduction: When 1536 256 Doesn't Hurt Recall

#rag #ai #embeddings #performance
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8 min read
Vector Index Cold Start: Why Your First Query Takes 8 Seconds
gabrielanhaia profile

Vector Index Cold Start: Why Your First Query Takes 8 Seconds

#rag #ai #vectordatabase #database
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9 min read
RAG Chunk Boundary Bugs: Why Your Retriever Returns Half-Sentences
gabrielanhaia profile

RAG Chunk Boundary Bugs: Why Your Retriever Returns Half-Sentences

#rag #ai #llm #retrieval
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9 min read
I Built a Moderation Agent That Refuses to Be Intelligent — Just Focused
alexandr_i_ffce3f9e072773 profile

I Built a Moderation Agent That Refuses to Be Intelligent — Just Focused

#ai #agents #llm #rag
1
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4 min read
RAG Series (9): When RAG Gives Bad Answers — Root Cause Diagnosis with RAGAS
wonderlab profile

RAG Series (9): When RAG Gives Bad Answers — Root Cause Diagnosis with RAGAS

#rag #ragas #ai #llm
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6 min read
Vector Databases Explained: What They Don’t Tell You
vektor_memory_43f51a32376 profile

Vector Databases Explained: What They Don’t Tell You

#ai #vectordatabase #rag #llm
1
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11 min read
Why I chose a CLI over MCP for my Dev Tool
gaurang_torvekar_e5e8a38a profile

Why I chose a CLI over MCP for my Dev Tool

#ai #cli #opensource #rag
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6 min read
RAG vs Fine-Tuning vs Context Stuffing: What We've Learned Building AI Apps for Clients
emperorakashi20 profile

RAG vs Fine-Tuning vs Context Stuffing: What We've Learned Building AI Apps for Clients

#aiautomation #rag #finetuning #aiarchitecture
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8 min read
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