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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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Rebuilding the Cerebras Knowledge Base: Results Appendix (P1–P4)
faridgnank02 profile

Rebuilding the Cerebras Knowledge Base: Results Appendix (P1–P4)

#ai #rag #vectordatabase #llm
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4 min read
Turning Any Webpage into Clean, LLM-Ready Markdown for RAG Pipelines
josejux profile

Turning Any Webpage into Clean, LLM-Ready Markdown for RAG Pipelines

#ai #rag #llm #python
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4 min read
Rebuilding the Cerebras Knowledge Base: adding hybrid search
faridgnank02 profile

Rebuilding the Cerebras Knowledge Base: adding hybrid search

#rag #vectordatabase #postgres #ai
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6 min read
Rebuilding the Cerebras Knowledge Base: the naive vector baseline
faridgnank02 profile

Rebuilding the Cerebras Knowledge Base: the naive vector baseline

#rag #vectordatabase #postgres #ai
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5 min read
Fine-tuning vs RAG vs prompting: pick the right lever
dev-into-space profile

Fine-tuning vs RAG vs prompting: pick the right lever

#ai #llm #rag #machinelearning
Image 1
Comments
3 min read
Quando o RAG erra, quase nunca é o LLM: 4 falhas de recuperação e como logar cada uma
wildrik profile

Quando o RAG erra, quase nunca é o LLM: 4 falhas de recuperação e como logar cada uma

#rag #ai #python #braziliandevs
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3 min read
Retrieval Is Not Memory
chillpill_ak profile

Retrieval Is Not Memory

#ai #rag #llm #architecture
Comments
1 min read
Why Your LLM Costs Are Exploding (And the 6 Fixes Every Developer Misses)
nkumar profile

Why Your LLM Costs Are Exploding (And the 6 Fixes Every Developer Misses)

#ai #architecture #agents #rag
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4 min read
I built a RAG assistant, then found out my architecture change made it worse
saftyy profile

I built a RAG assistant, then found out my architecture change made it worse

#ai #machinelearning #rag #python
Comments 2
5 min read
ColBERT Late Interaction: Advancing RAG Beyond Dense Embeddings
aomiqaza profile

ColBERT Late Interaction: Advancing RAG Beyond Dense Embeddings

#aiengineering #rag
Comments
4 min read
Implementing Node.js Support Triage — Summarize PDF Pages with Embeddings
peterparker8991 profile

Implementing Node.js Support Triage — Summarize PDF Pages with Embeddings

#node #rag #embeddings
Comments
7 min read
Build a RAG-Based AI Assistant in Kotlin with a Vector Database
vmodal_ai profile

Build a RAG-Based AI Assistant in Kotlin with a Vector Database

#kotlin #android #ai #rag
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Comments
3 min read
We Almost Deployed a Temporal Knowledge Graph. The Eval Said No.
futhgar profile

We Almost Deployed a Temporal Knowledge Graph. The Eval Said No.

#aiagents #knowledgegraph #evaluation #rag
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7 min read
I Benchmarked My Homelab Memory Stack: Hybrid Search + Local Reranker Took LoCoMo from 63% to 80%
futhgar profile

I Benchmarked My Homelab Memory Stack: Hybrid Search + Local Reranker Took LoCoMo from 63% to 80%

#aiagents #rag #hybridsearch #reranker
Comments
9 min read
Building a Multi-Agent AI Pipeline That Ships: LangGraph, RAG, and Evals That Matter
manasviboineypally profile

Building a Multi-Agent AI Pipeline That Ships: LangGraph, RAG, and Evals That Matter

#ai #python #langchain #rag
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6 min read
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