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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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RAG for Developers — Built for Code, Not Just Text (Review Requested)
demon_slayer_3e2c6835f1b2 profile

RAG for Developers — Built for Code, Not Just Text (Review Requested)

#rag #llm #promptengineering #programming
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1 min read
Why Static Load Balancing Fails for LLM Infrastructure (And What Works Instead)
debmckinney profile

Why Static Load Balancing Fails for LLM Infrastructure (And What Works Instead)

#ai #chatgpt #llm #rag
5
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7 min read
Building a RAG-Powered Documentation Assistant: Why I Used Bifrost LLM Gateway Instead of Direct API Calls
pranay_batta profile

Building a RAG-Powered Documentation Assistant: Why I Used Bifrost LLM Gateway Instead of Direct API Calls

#programming #ai #opensource #rag
6
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5 min read
Beyond RAG: Building an Autonomous "Epistemic Engine" to Fight AI Hallucination
dinhkhoiminh profile
Amin

Beyond RAG: Building an Autonomous "Epistemic Engine" to Fight AI Hallucination

#ai #architecture #llm #rag
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2 min read
Stop feeding garbage to your LLM: How to get clean Markdown from Documentation
_c6b40244e4cdb3f10 profile

Stop feeding garbage to your LLM: How to get clean Markdown from Documentation

#ai #webscraping #rag #python
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1 min read
My hands-on experience with Qdrant and Docling (and Ollama)
aairom profile

My hands-on experience with Qdrant and Docling (and Ollama)

#qdrant #rag #docling #granite
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11 min read
RAG-Augmented Agile Story Generation: An Architectural Framework for LLM-Powered Backlog Automation
manasa_nandelli_707b6d6f2 profile

RAG-Augmented Agile Story Generation: An Architectural Framework for LLM-Powered Backlog Automation

#manasanandelli #rag #ai #llm
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8 min read
Building a Simple RAG System Using FAISS
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Building a Simple RAG System Using FAISS

#ai #machinelearning #rag #tutorial
1
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3 min read
Reranking and Two-Stage Retrieval: Precision When It Matters Most
qvfagundes profile

Reranking and Two-Stage Retrieval: Precision When It Matters Most

#ai #llm #rag
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2 min read
LLMs Hallucinate. RAG Fixes That — Here’s How We Built a Reliable Healthcare AI
shrinivas_nadager_4afb107 profile

LLMs Hallucinate. RAG Fixes That — Here’s How We Built a Reliable Healthcare AI

#rag #ai #llm #tutorial
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3 min read
Multi-Tenant Design for Bedrock Knowledge Base: Solving the Account Limit with Metadata Filtering
ryo_ariyama_b521d7133c493 profile

Multi-Tenant Design for Bedrock Knowledge Base: Solving the Account Limit with Metadata Filtering

#aws #llm #rag #webdev
2
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3 min read
I Built a TUI to Visualize RAG Chunking because chunk_size=1000 is a Lie 📉
rasinmuhammed profile

I Built a TUI to Visualize RAG Chunking because chunk_size=1000 is a Lie 📉

#rag #python #machinelearning #opensource
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3 min read
Create a Knowledge Base in Amazon Bedrock (Step-by-Step Console Guide)
dipayan_das profile

Create a Knowledge Base in Amazon Bedrock (Step-by-Step Console Guide)

#ai #rag #aws #tutorial
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6 min read
Why your AI assistant lies to you (and how to fix it)
sandeep_salwan profile

Why your AI assistant lies to you (and how to fix it)

#rag #machinelearning #ai #llm
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4 min read
How to Build a Scalable RAG-Based Chatbot on AWS?
girishmukim profile

How to Build a Scalable RAG-Based Chatbot on AWS?

#aws #agents #rag #ai
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8 min read
CLaRa: Fixing RAG’s Broken Retrieval–Generation Pipeline With Shared-Space Learning
mudassirworks profile

CLaRa: Fixing RAG’s Broken Retrieval–Generation Pipeline With Shared-Space Learning

#rag #llm #architecture #machinelearning
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3 min read
A RAG-Free Technique That Makes LLM Outputs Stable, Predictable, and Auditable
yuer profile

A RAG-Free Technique That Makes LLM Outputs Stable, Predictable, and Auditable

#rag #llm #architecture #ai
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2 min read
Course: Large Language Models and Generative AI for NLP — 2025
dmitrykey profile

Course: Large Language Models and Generative AI for NLP — 2025

#rag #agents #llm #ai
10
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1 min read
Inside Memcortex: A Lightweight Semantic Memory Layer for LLMs
sobowalebukola profile

Inside Memcortex: A Lightweight Semantic Memory Layer for LLMs

#ai #rag #programming #docker
1
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4 min read
The RAG Illusion: Why PostgreSQL Beats Vector Search for Most AI Applications
dexmac221 profile
Dexmac

The RAG Illusion: Why PostgreSQL Beats Vector Search for Most AI Applications

#ai #rag #postgres
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10 min read
Choosing the Right RAG: Comparing the Most Common Retrieval-Augmented Generation Frameworks
sandeep_battini profile

Choosing the Right RAG: Comparing the Most Common Retrieval-Augmented Generation Frameworks

#rag #ai #python
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6 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
Fine-tuning For Domain-Customized Retriever Noise Mitigation in RAG Pipelines
padmanabha_venkatagiri_09 profile

Fine-tuning For Domain-Customized Retriever Noise Mitigation in RAG Pipelines

#rag #finetuning #ibmresearch
1
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6 min read
Training, Decoding, and Hallucination in Large Language Models: A Deep Dive
derrickryangiggs profile

Training, Decoding, and Hallucination in Large Language Models: A Deep Dive

#llm #ai #rag
1
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9 min read
Beyond Vanilla RAG: The 7 Modern RAG Architectures Every AI Engineer Must Know
naresh_007 profile

Beyond Vanilla RAG: The 7 Modern RAG Architectures Every AI Engineer Must Know

#rag #ai #datascience #agentaichallenge
1
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15 min read
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