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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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Build Your Own Spaceport: Local RAG Evaluation with Meta CRAG
astronaut27 profile

Build Your Own Spaceport: Local RAG Evaluation with Meta CRAG

#ai #rag #machinelearning #python
3
Comments 6
4 min read
How I Improved RAG Accuracy from 73% to 100% - A Chunking Strategy Comparison
oharu121 profile

How I Improved RAG Accuracy from 73% to 100% - A Chunking Strategy Comparison

#rag #llm #performance #ai
1
Comments 1
7 min read
Building a Side Project with ADHD: ChatGPT Gaslighting, r/ADHD Bans, and Why I Needed a Friend
datawranglerai profile

Building a Side Project with ADHD: ChatGPT Gaslighting, r/ADHD Bans, and Why I Needed a Friend

#rag #ai #buildinpublic #nlp
Comments
6 min read
Zero-Friction AI Dev: Build and Deploy Chatbots with a Single Docker Compose File
m_josh profile

Zero-Friction AI Dev: Build and Deploy Chatbots with a Single Docker Compose File

#ai #python #docker #rag
1
Comments
9 min read
🕸️ Stop Building "Dumb" RAG: Why Vectors Are Not Enough (The GraphRAG Shift)
siddhesh_surve profile

🕸️ Stop Building "Dumb" RAG: Why Vectors Are Not Enough (The GraphRAG Shift)

#ai #rag #machinelearning #database
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3 min read
From RAG to RAO Level 6: How I Evolved Tiramisu Framework into a Multi-Agent System
tiramisuframework profile

From RAG to RAO Level 6: How I Evolved Tiramisu Framework into a Multi-Agent System

#agents #rag #ai #python
Comments 1
8 min read
Vector Dimensions, Cosine Similarity, Dot Product — and Why Your Distance Metric Silently Ruins Relevance
parth_sarthisharma_105e7 profile

Vector Dimensions, Cosine Similarity, Dot Product — and Why Your Distance Metric Silently Ruins Relevance

#ai #vectordatabase #rag #generativeai
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2 min read
I Built a Personalized AI Tutor Using RAG – Here's How It Actually Works (And the Code)
emmimal_alexander_3be8cc7 profile

I Built a Personalized AI Tutor Using RAG – Here's How It Actually Works (And the Code)

#rag #langchain #ai #tutorial
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3 min read
Rethinking My Deep-Research Agent Workflow — Should We Move Beyond Static Trees?
alcholiclg profile

Rethinking My Deep-Research Agent Workflow — Should We Move Beyond Static Trees?

#ai #rag #programming
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1 min read
Como Criar um Chatbot com RAG do Zero: Guia Prático com OpenAI e Qdrant
asouza profile

Como Criar um Chatbot com RAG do Zero: Guia Prático com OpenAI e Qdrant

#openai #rag #ai #tutorial
6
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7 min read
Complete Toolkit for LLM Development
zainudin_noori_293f1d1c1b profile

Complete Toolkit for LLM Development

#ai #rag #software #gpt3
1
Comments
2 min read
I Built a PDF Chat App in Under an Hour Using RAG- Here's How You Can Too
maliano63717738 profile

I Built a PDF Chat App in Under an Hour Using RAG- Here's How You Can Too

#rag #langchain #python #ai
1
Comments
3 min read
How to Build a Text-to-SQL Agent With RAG, LLMs, and SQL Guards
ezinsightsai profile

How to Build a Text-to-SQL Agent With RAG, LLMs, and SQL Guards

#sql #rag #llm #texttosql
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7 min read
Converting Text Documents into Enterprise Ready Knowledge Graphs
ezinsightsai profile

Converting Text Documents into Enterprise Ready Knowledge Graphs

#knowledge #llm #rag #unstructured
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5 min read
Lessons Learned Deploying LLMs in Regulated Enterprise Environments
dextralabs profile

Lessons Learned Deploying LLMs in Regulated Enterprise Environments

#llm #rag #ai #llmdeployment
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4 min read
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