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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 or Long Context? A Practical Decision Framework for Production AI Apps
aiworkflowresearch profile

RAG or Long Context? A Practical Decision Framework for Production AI Apps

#ai #productivity #rag #architecture
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9 min read
Building Sovereign In-Memory Vector Search & Neural Reranking in Pure Python: HNSW Graphs, SQ8 Quantization & Hybrid BM25 Fusion
antigravitydev profile

Building Sovereign In-Memory Vector Search & Neural Reranking in Pure Python: HNSW Graphs, SQ8 Quantization & Hybrid BM25 Fusion

#architecture #database #python #rag
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4 min read
How six LLMs scored on 387 real construction questions, with and without retrieval
metalamericaai profile

How six LLMs scored on 387 real construction questions, with and without retrieval

#ai #llm #rag #machinelearning
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3 min read
Your RAG Answer Can Be Correct—and Still Leak Data
ramatechofficial profile

Your RAG Answer Can Be Correct—and Still Leak Data

#rag #security #architecture #ai
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2 min read
NYT Sues Brave, Calling Its Search API an 'Illicit Source.' 5 AI Firms Are Named Buyers
gabrielanhaia profile

NYT Sues Brave, Calling Its Search API an 'Illicit Source.' 5 AI Firms Are Named Buyers

#news #ai #rag #llm
2
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7 min read
UNDERSTANDING VECTOR RAG, GRAPH RAG, AND AGENTIC RAG
anne_sonia profile

UNDERSTANDING VECTOR RAG, GRAPH RAG, AND AGENTIC RAG

#ai #llm #rag
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10 min read
RAG vs Fine-Tuning: Which Should You Use? A Complete Guide for AI Developers
devscampus_a497dc3309edea profile

RAG vs Fine-Tuning: Which Should You Use? A Complete Guide for AI Developers

#ai #rag #programming #productivity
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5 min read
What Happened When I Built an Open-Source AI Project in Public
vedant_brahmbhatt_7be1822 profile

What Happened When I Built an Open-Source AI Project in Public

#python #ai #opensource #rag
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9 min read
Four Bounded Semantic Retrieval Paths for Healthcare Appointment Assistants
paswkeria profile
Keria

Four Bounded Semantic Retrieval Paths for Healthcare Appointment Assistants

#ai #search #rag #healthcare
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6 min read
From 30 Minutes to 2: Building a Multi-Agent LangGraph + RAG Pipeline for Broker Back-Office Review
imsachinshah profile

From 30 Minutes to 2: Building a Multi-Agent LangGraph + RAG Pipeline for Broker Back-Office Review

#python #ai #langchain #rag
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5 min read
I Built a Search Tool for the EU Digital Services Act, and Tested It First
malavnaik_0381711024683d4 profile

I Built a Search Tool for the EU Digital Services Act, and Tested It First

#trustandsafety #rag #nlp #eu
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3 min read
Vector Search Limits Explained: 3 RAG Signals for Media Questions
tatefletcher6754 profile

Vector Search Limits Explained: 3 RAG Signals for Media Questions

#rag #search #observability
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6 min read
Company Handbook RAG: How to Refresh Policies Without Fine-Tuning
robertmiller4179 profile

Company Handbook RAG: How to Refresh Policies Without Fine-Tuning

#rag #search #go
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8 min read
Vector Collections and Fixed Dimensions: 3 Node.js Deduplication Invariants
hieronymusfox1257 profile

Vector Collections and Fixed Dimensions: 3 Node.js Deduplication Invariants

#vectorsearch #node #rag
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5 min read
RAG vs Fine-Tuning for a Business Chatbot: Which to Choose
aqib_javaid profile

RAG vs Fine-Tuning for a Business Chatbot: Which to Choose

#rag #llm #aichatbot #vectorsearch
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6 min read
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