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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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My RAG Pipeline Took an Hour. Here's How I Got It Down to 30 Seconds.
prithvi_rajan_222 profile

My RAG Pipeline Took an Hour. Here's How I Got It Down to 30 Seconds.

#django #python #rag #architecture
2
Comments 1
3 min read
How I Built a Smart Q&A Bot for a Local Music Venue in a Weekend — A Practical Introduction to RAG Systems
clint-westbrook profile

How I Built a Smart Q&A Bot for a Local Music Venue in a Weekend — A Practical Introduction to RAG Systems

#llm #python #rag #tutorial
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31 min read
Why Most RAG Systems Hallucinate — And How My Hybrid Pipeline Fixes It
naresh_007 profile

Why Most RAG Systems Hallucinate — And How My Hybrid Pipeline Fixes It

#ai #rag #architecture #llm
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13 min read
Continuous Refactoring with LLMs: Patterns That Work in Production
dextralabs profile

Continuous Refactoring with LLMs: Patterns That Work in Production

#ai #llm #rag
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4 min read
Retrieval Strategy Design: Vector, Keyword, and Hybrid Search
yaruyng profile

Retrieval Strategy Design: Vector, Keyword, and Hybrid Search

#rag
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3 min read
## I Built an AI Tourism Assistant for Kenya Using RAG, pgvector, and Streamlit
john_analytics profile

## I Built an AI Tourism Assistant for Kenya Using RAG, pgvector, and Streamlit

#rag #postgres #etl #data
2
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3 min read
LedgerMind v3.0: Knowledge That Lives, Breathes, and Dies on Purpose
sl4m3 profile

LedgerMind v3.0: Knowledge That Lives, Breathes, and Dies on Purpose

#ai #rag #automation #agents
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12 min read
RAG vs Fine-Tuning for LLMs (2026): What Actually Works in Production
umesh_malik profile

RAG vs Fine-Tuning for LLMs (2026): What Actually Works in Production

#rag #finetuning #llmengineering #aiarchitecture
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6 min read
Building a Vernacular AI Preprocessing Layer for Indian Code-Mixed Text
sudhir_gadhvi_3312ebf1edf profile

Building a Vernacular AI Preprocessing Layer for Indian Code-Mixed Text

#ai #rag #llm #vernacluar
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1 min read
I Built a RAG Agent From Scratch — Here's What I Actually Learned
familyguyfg profile

I Built a RAG Agent From Scratch — Here's What I Actually Learned

#rag #ai #python #agents
1
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3 min read
Agentic AI Architecture: From CLI Tools to Enterprise Systems
dextralabs profile

Agentic AI Architecture: From CLI Tools to Enterprise Systems

#ai #llm #rag
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4 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
Comments 1
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
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9 min read
SoyLM: Building a Zero-Dependency Local RAG Tool in a Single Python File
soytuber profile
soy

SoyLM: Building a Zero-Dependency Local RAG Tool in a Single Python File

#python #ai #rag #opensource
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5 min read
Building a RAG System with Azure OpenAI and Cognitive Search: Complete Guide
karleeov profile

Building a RAG System with Azure OpenAI and Cognitive Search: Complete Guide

#azureopenai #cognitivesearch #rag #ai
1
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4 min read
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