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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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Why Naive Similarity Search Will Destroy Your RAG Agent (And What To Do Instead)
manfredmacx profile

Why Naive Similarity Search Will Destroy Your RAG Agent (And What To Do Instead)

#ai #rag #mcp #agents
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4 min read
Le Wiki LLM : Une révolution dans la gestion de la connaissance
yohann_streibel_7e1f7b4b8 profile

Le Wiki LLM : Une révolution dans la gestion de la connaissance

#ai #rag #programming #productivity
1
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9 min read
Why RAG Is Failing at Complex Questions (And How Knowledge Graphs Fix It)
ambalogun profile

Why RAG Is Failing at Complex Questions (And How Knowledge Graphs Fix It)

#rag #ai
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6 min read
A $0.25 model beat a $3 model -- with better context
kenimo49 profile

A $0.25 model beat a $3 model -- with better context

#ai #llm #rag #contextengineering
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7 min read
RAG in Practice — Part 7: Your RAG System Is Wrong. Here's How to Find Out Why.
gursharansingh profile

RAG in Practice — Part 7: Your RAG System Is Wrong. Here's How to Find Out Why.

#rag #ai #architecture #webdev
3
Comments 2
11 min read
Week 5: RAG Systems and AI Agents - Where Distributed Systems Meet LLMs
raju_ch_0f28d profile

Week 5: RAG Systems and AI Agents - Where Distributed Systems Meet LLMs

#ai #rag #agenticsystems
Comments 2
6 min read
Migrating vector embeddings in production without downtime
rsamborski profile

Migrating vector embeddings in production without downtime

#rag #ai #vectordatabase #programming
35
Comments 2
6 min read
10 Chunking Strategies That Make or Break Your RAG Pipeline
klement_gunndu profile

10 Chunking Strategies That Make or Break Your RAG Pipeline

#rag #ai #python #machinelearning
17
Comments
7 min read
How I Built a RAG-Based Law Assistant with LangChain and FAISS
imohit_ojha profile

How I Built a RAG-Based Law Assistant with LangChain and FAISS

#showdev #ai #llm #rag
1
Comments 2
3 min read
Integrating AI into a Legacy Broadcasting CMS(Content-uploading Manager System): Architecture Design
sangwoo_rhie profile

Integrating AI into a Legacy Broadcasting CMS(Content-uploading Manager System): Architecture Design

#ai #architecture #rag #systemdesign
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5 min read
Our Group project was chaos until this agent
pratik_patil_1f78587929f6 profile

Our Group project was chaos until this agent

#ai #llm #agents #rag
Comments 1
6 min read
Why Most RAG Systems Fail in Production (And How to Design One That Actually Works)
theprodsde profile

Why Most RAG Systems Fail in Production (And How to Design One That Actually Works)

#ai #rag #agents #software
Comments 1
4 min read
Building a Scalable RAG Backend with Cloud Run Jobs and AlloyDB
rsamborski profile

Building a Scalable RAG Backend with Cloud Run Jobs and AlloyDB

#ai #rag #vectordatabase #programming
33
Comments 4
6 min read
Stop Losing Your Health Data! Build a Lifelong Electronic Health Record (EHR) System with Neo4j and GraphRAG đŸ„đŸ’»
wellallytech profile

Stop Losing Your Health Data! Build a Lifelong Electronic Health Record (EHR) System with Neo4j and GraphRAG đŸ„đŸ’»

#ai #python #rag #dataengineering
1
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3 min read
Bringing The Receipts - 95% AI LLM Token Savings
jgravelle profile

Bringing The Receipts - 95% AI LLM Token Savings

#llm #mcp #performance #rag
1
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10 min read
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