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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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Knowledge Graph RAG: two query patterns for smarter AI agents
mgyles profile

Knowledge Graph RAG: two query patterns for smarter AI agents

#ai #agents #knowledgegraph #rag
26
Comments
8 min read
Design Recipe: Observability Pyramid for LLM Infrastructure
astronaut27 profile

Design Recipe: Observability Pyramid for LLM Infrastructure

#llm #ai #aiops #rag
5
Comments 9
3 min read
Part 4 — Retrieval Is the System
muzammiltalha profile

Part 4 — Retrieval Is the System

#genai #ai #rag #systems
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1 min read
Running AI on premises with Postgres
neurondb_support_d73fa7ba profile

Running AI on premises with Postgres

#rag #postgres #vectordatabase #ai
Comments
7 min read
RAG Simplified: The "Open-Book Exam" Architecture 📚🧠
charanpool profile

RAG Simplified: The "Open-Book Exam" Architecture 📚🧠

#discuss #ai #rag #architecture
7
Comments
3 min read
Stop Fine-Tuning Everything: Inject Knowledge with Few‑Shot In‑Context Learning
superorange0707 profile

Stop Fine-Tuning Everything: Inject Knowledge with Few‑Shot In‑Context Learning

#ai #promptengineering #llm #rag
Comments
16 min read
Agentic College Search
davidmezzetti profile

Agentic College Search

#ai #llm #rag #vectordatabase
2
Comments 2
10 min read
How AWS Vector Databases Empower Semantic Search and AI Applications
ursarahim profile

How AWS Vector Databases Empower Semantic Search and AI Applications

#semanticsearch #rag #aws #vectordatabase
23
Comments 4
8 min read
🥽 Deep Dive: Understanding Contextual Recall 🎯 in RAG Systems
schadenkai profile

🥽 Deep Dive: Understanding Contextual Recall 🎯 in RAG Systems

#ai #llm #machinelearning #rag
4
Comments
3 min read
đź’Ą Hot off the news: Docling Chart Extraction is out! Finally, an Easy Way to RAG Your Charts
aairom profile

đź’Ą Hot off the news: Docling Chart Extraction is out! Finally, an Easy Way to RAG Your Charts

#docling #aidocumentprocessing #rag #chartextraction
1
Comments
7 min read
Why we stopped stitching SQL + vector databases for AI apps - Answer is sochDB
sochdb profile

Why we stopped stitching SQL + vector databases for AI apps - Answer is sochDB

#ai #rag #vectordatabase #opensource
1
Comments 1
3 min read
An Introduction to Retrieval Augmented Generation (RAG)
ekaone profile

An Introduction to Retrieval Augmented Generation (RAG)

#ai #rag #programming
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2 min read
I Built a RAG-Powered “Second Brain” and Accidentally Created My Personal Research Assistant
venki0552 profile

I Built a RAG-Powered “Second Brain” and Accidentally Created My Personal Research Assistant

#ai #opensource #programming #rag
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13 min read
How RAG Changed the Way We Use Large Language Models
shravya_k profile

How RAG Changed the Way We Use Large Language Models

#ai #rag #llm
8
Comments 2
5 min read
RAG Doesn’t Make LLMs Smarter, This Architecture Does
dextralabs profile

RAG Doesn’t Make LLMs Smarter, This Architecture Does

#llm #rag #ai #architecture
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4 min read
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