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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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Self-hosted LLM on Hostinger KVM2: under 10s responses, 2 CPU cores, no GPU. Here's how!
sheeraz07 profile

Self-hosted LLM on Hostinger KVM2: under 10s responses, 2 CPU cores, no GPU. Here's how!

#ai #softwaredevelopment #backend #rag
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1 min read
Hidden wiki pages never reached our chat until we rebuilt the index on a timer
kenjiginjo profile

Hidden wiki pages never reached our chat until we rebuilt the index on a timer

#rag #milvus #python #pm2
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2 min read
Building a Production RAG API in Go with pgvector and Gemini
pradip_golang profile

Building a Production RAG API in Go with pgvector and Gemini

#go #rag #ai #postgres
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6 min read
Can user A's question pull user B's documents? A tenant-isolation checklist for RAG
setrov profile

Can user A's question pull user B's documents? A tenant-isolation checklist for RAG

#security #ai #llm #rag
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2 min read
Ragas: how to actually measure your RAG pipeline (faithfulness, context precision/recall, relevancy)
m_t_ramkrushna profile

Ragas: how to actually measure your RAG pipeline (faithfulness, context precision/recall, relevancy)

#ai #rag #python #llm
Comments
8 min read
Q&A over internal documents: make the system say "not in the docs"
slava_kotenev_159 profile

Q&A over internal documents: make the system say "not in the docs"

#ai #rag #search #python
Comments
3 min read
Text embedding throughput per dollar: BGE small, base and large on RTX 5090, L40S, RTX A6000 and H100
runcrate profile

Text embedding throughput per dollar: BGE small, base and large on RTX 5090, L40S, RTX A6000 and H100

#embeddings #rag #gpu #python
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6 min read
Claude's Context Window in Practice: Caching, Chunking, and Cost
dariustran profile

Claude's Context Window in Practice: Caching, Chunking, and Cost

#ai #python #rag #llm
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4 min read
Prinevo Memory: A Context Graph for Long-Term Agent Memory
prinevo profile

Prinevo Memory: A Context Graph for Long-Term Agent Memory

#rag #agents #llm #ai
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4 min read
Node.js Retrieval for Private Knowledge Managers: Access Rules and Freshness
kellanrhodes1542 profile

Node.js Retrieval for Private Knowledge Managers: Access Rules and Freshness

#node #retrieval #rag
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6 min read
Why Do AI Models Hallucinate, and How Can We Reduce It?
itsanushkaguptaa profile

Why Do AI Models Hallucinate, and How Can We Reduce It?

#ai #llm #machinelearning #rag
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6 min read
Ganhos e limites do RAG com Amazon Bedrock e S3 Vectors
juanf_voltolini profile

Ganhos e limites do RAG com Amazon Bedrock e S3 Vectors

#ai #aws #llm #rag
4
Comments
9 min read
How RAG Actually Works: Chunking, Embeddings, Retrieval, and Reranking Under the Hood
syed_anzar profile

How RAG Actually Works: Chunking, Embeddings, Retrieval, and Reranking Under the Hood

#rag #ai #machinelearning #retrieval
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16 min read
Designing Fresh, Tenant-Safe Retrieval for SaaS Help Centers (and Why I Chose One)
zachariahholloway9058 profile

Designing Fresh, Tenant-Safe Retrieval for SaaS Help Centers (and Why I Chose One)

#rag #sre #multitenant #informationretrieval
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5 min read
Why Can’t We Just Give an LLM All Our Company Documents? Understanding the Context Window
nigamanchal profile

Why Can’t We Just Give an LLM All Our Company Documents? Understanding the Context Window

#ai #rag #machinelearning #softwaredevelopment
1
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8 min read
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