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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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Building a Cloud-Native Agentic AI Research App: A Comprehensive Deep Dive into pgvector, Remix, and Multimodal LLMs
rpi1337 profile

Building a Cloud-Native Agentic AI Research App: A Comprehensive Deep Dive into pgvector, Remix, and Multimodal LLMs

#ai #llm #rag
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8 min read
Simple RAG Application in .NET (Clean Architecture + Aspire)
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rineshpk profile

Simple RAG Application in .NET (Clean Architecture + Aspire)

#showdev #architecture #dotnet #rag
Comments 1
2 min read
Cracking the Databricks Generative AI Engineer Certification
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busycaesar profile

Cracking the Databricks Generative AI Engineer Certification

#ai #machinelearning #databricks #rag
1
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4 min read
Loreguard.com - Built a NPC AI Engine that runs on player's machine (no pay-per-token)
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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
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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
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
Comments 1
9 min read
Building Production RAG Systems with PostgreSQL: Complete Implementation Guide
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elpic profile

Building Production RAG Systems with PostgreSQL: Complete Implementation Guide

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