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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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Loreguard.com - Built a NPC AI Engine that runs on player's machine (no pay-per-token)
beyond-logic-labs profile

Loreguard.com - Built a NPC AI Engine that runs on player's machine (no pay-per-token)

#ai #programming #gamedev #rag
1
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7 min read
Monitor RAG Data Source Quality
sandipan_bhaumik_effe80b2 profile

Monitor RAG Data Source Quality

#ai #llm #monitoring #rag
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9 min read
RAG Pipelines in Production: Vector Database Benchmarks, Chunking Strategies, and Hybrid Search Data
pooyagolchian profile

RAG Pipelines in Production: Vector Database Benchmarks, Chunking Strategies, and Hybrid Search Data

#rag #vectordatabases #pinecone #qdrant
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6 min read
Your LLM prompts are probably wasting 90% of tokens. Here’s how I fixed mine.
rotsl profile

Your LLM prompts are probably wasting 90% of tokens. Here’s how I fixed mine.

#ai #promptengineering #rag #llm
1
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4 min read
Production-Grade GraphRAG Data Pipeline: End-to-End Construction from PDF Parsing to Knowledge Graph
jamesli profile

Production-Grade GraphRAG Data Pipeline: End-to-End Construction from PDF Parsing to Knowledge Graph

#rag #graphrag #pdf #llm
Comments 1
9 min read
Building Production RAG Systems with PostgreSQL: Complete Implementation Guide
elpic profile

Building Production RAG Systems with PostgreSQL: Complete Implementation Guide

#rag #postgres #ai #tutorial
7
Comments 1
6 min read
I built a memory system that outperforms standard RAG on temporal queries -- try the live playground
martin_minchev_349f9c7444 profile

I built a memory system that outperforms standard RAG on temporal queries -- try the live playground

#ai #rag #machinelearning #webdev
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1 min read
Retrieval-Augmented Generation: The Complete Guide
gowtham21 profile

Retrieval-Augmented Generation: The Complete Guide

#ai #llm #machinelearning #rag
1
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8 min read
Building a RAG-Based AWS VPC Flow Log Analyzer
damdev95 profile

Building a RAG-Based AWS VPC Flow Log Analyzer

#ai #rag #cloudcomputing #openai
3
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3 min read
How I ran LLM + RAG fully offline on Android using MNN
abuvanth profile
Syed

How I ran LLM + RAG fully offline on Android using MNN

#ai #android #llm #rag
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3 min read
LangChain vs LlamaIndex vs Haystack: What Two Weeks in Production Actually Taught Me
synsun profile

LangChain vs LlamaIndex vs Haystack: What Two Weeks in Production Actually Taught Me

#langchain #llamaindex #haystack #rag
3
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7 min read
12 Things Nobody Tells You About Building a Production RAG System
snathan profile

12 Things Nobody Tells You About Building a Production RAG System

#ai #rag #vectordatabase #llm
3
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9 min read
Which Embedding Model Should You Actually Use in 2026? I Benchmarked 10 Models to Find Out
chen_zhang_bac430bc7f6b95 profile

Which Embedding Model Should You Actually Use in 2026? I Benchmarked 10 Models to Find Out

#embeddings #rag #machinelearning #vectordatabase
3
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11 min read
Building a Production RAG Pipeline: Architecture Decisions That Matter
diven_rastdus_c5af27d68f3 profile

Building a Production RAG Pipeline: Architecture Decisions That Matter

#rag #ai #python #architecture
1
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8 min read
RAG: The "Open Book" Exam for AI
biswasprasana001 profile

RAG: The "Open Book" Exam for AI

#ai #rag #vectordatabase #fullstack
2
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3 min read
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