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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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What happens when your RAG system retrieves the wrong documents?
101_theory profile
Niko

What happens when your RAG system retrieves the wrong documents?

#ai #agents #programming #rag
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Comments 2
2 min read
Where to cut a prompt so the cache actually hits
gsatya147 profile

Where to cut a prompt so the cache actually hits

#rag #llm #python #infrastructure
Comments
4 min read
Multi-hop questions break vector search. Here is a graph layer for Qdrant that fixes them.
demigoddsk profile

Multi-hop questions break vector search. Here is a graph layer for Qdrant that fixes them.

#rag #qdrant #python #ai
Comments
3 min read
We Deleted Our Vector Database. Postgres Was Faster.
infoinlet1 profile

We Deleted Our Vector Database. Postgres Was Faster.

#ai #postgres #database #rag
11
Comments 3
9 min read
RAG vs MAG: Two Paths to Smarter AI Memory
saumya_ranjanmohapatra_3 profile

RAG vs MAG: Two Paths to Smarter AI Memory

#ai #machinelearning #rag #llm
Comments
3 min read
Local-first multi-hop RAG: Chroma + an entity graph, zero tokens per query
demigoddsk profile

Local-first multi-hop RAG: Chroma + an entity graph, zero tokens per query

#rag #python #ai #opensource
Comments
2 min read
Vector RAG can't fix long-context state tracking (33 runs, zero variance)
he_fangsheng_23597e192e87 profile

Vector RAG can't fix long-context state tracking (33 runs, zero variance)

#ai #llm #rag
1
Comments
2 min read
I Rebuilt My RAG Pipeline Without LangChain — What Got Better and What Got Worse
hosseinhezami profile

I Rebuilt My RAG Pipeline Without LangChain — What Got Better and What Got Worse

#ai #rag #langchain #pipeline
9
Comments 5
15 min read
From Shredded Papers to the Grand Map Room: Why Knowledge Graphs are Revolutionizing RAG
memoraa profile

From Shredded Papers to the Grand Map Room: Why Knowledge Graphs are Revolutionizing RAG

#ai #rag #architecture #llm
2
Comments 3
3 min read
Vector Databases: The Foundation of Modern AI Applications
said_olano profile

Vector Databases: The Foundation of Modern AI Applications

#vectordatabases #ai #java #rag
Comments 2
13 min read
RAG vs Memory vs Tools: What Information Should an AI Agent Actually Store?
hosseinhezami profile

RAG vs Memory vs Tools: What Information Should an AI Agent Actually Store?

#ai #rag #agents #tools
6
Comments 4
16 min read
From Website URL to Useful AI Support Answers: A Practical Training Workflow
kseniia_shevchenko_8f7081 profile

From Website URL to Useful AI Support Answers: A Practical Training Workflow

#ai #llm #rag #softwareengineering
Comments
4 min read
How to Build an AI PDF Analyzer with MongoDB, RAG, and Ollama
mongodb_guests profile

How to Build an AI PDF Analyzer with MongoDB, RAG, and Ollama

#mongodb #ai #database #rag
Comments 1
30 min read
Your LLM Trace Is Green. Why Is the RAG Answer Still Wrong?
cloudsway profile

Your LLM Trace Is Green. Why Is the RAG Answer Still Wrong?

#ai #rag #observability #llm
6
Comments 5
6 min read
FHIR R4 for ML Engineers: What Actually Lives in a Patient Record
budiwidhiyanto profile

FHIR R4 for ML Engineers: What Actually Lives in a Patient Record

#fhir #healthcare #ai #rag
Comments 1
6 min read
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