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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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kiwi_tech

Apr 29

Upgrading Kiwi-chan’s Brain: Pushing a 30GB "Frankenstein" GPU Rig to the Limit with Qwen 3.6-35B-A3B

#agents #ai #llm #rag

4 min read

soy

Apr 29

LLMs for Workflow Automation, Agent Orchestration & Enhanced Code Review

#ai #rag #automation

3 min read

Cover image for When the Reranker Hurts: Recall@5 Cases Where Two-Stage Retrieval Loses to One

Apr 29

When the Reranker Hurts: Recall@5 Cases Where Two-Stage Retrieval Loses to One

#ai #rag #llm #benchmark

7 min read

Cover image for RAG Without Embeddings: When BM25 Beats Your $0.20-per-1K Vector Index

Apr 29

RAG Without Embeddings: When BM25 Beats Your $0.20-per-1K Vector Index

#rag #postgres #ai #search

7 min read

Cover image for Cosine Similarity Lies. Here's What to Use When Your Embeddings All Cluster at 0.85

Apr 29

Cosine Similarity Lies. Here's What to Use When Your Embeddings All Cluster at 0.85

#ai #rag #embeddings #llm

7 min read

Cover image for Start With Context: Building the Retrieval Core for Agentic Apps

Alex Bevilacqua

Apr 29

Start With Context: Building the Retrieval Core for Agentic Apps

#ai #programming #mongodb #rag

8 min read

Apr 29

Beyond Basic RAG: Architecting a Fault-Tolerant, Agentic AI Platform

#systemdesign #ai #rag #performance

5 min read

Apr 29

pdfmux vs LlamaParse vs Docling vs Unstructured: Which PDF extractor for RAG in 2026?

#pdf #rag #python #ai

10 min read

Cover image for How We Automated Hallucination Detection in Enterprise RAG Pipelines

Muhammad Muzammil for EnDevSols

Apr 29

How We Automated Hallucination Detection in Enterprise RAG Pipelines

#ai #rag #opensource #python

1 min read

Cover image for I Built an AI Chatbot Into My Portfolio Website Using AWS Bedrock — Here's Exactly How

Prathamesh Gawade

May 3

I Built an AI Chatbot Into My Portfolio Website Using AWS Bedrock — Here's Exactly How

#ai #aws #rag

10 min read

Apr 28

RAG vs MCP is the wrong debate — here's the right framing for production AI systems

#sre #rag #mcp #aiops

4 min read

Ayesha

Apr 29

Build a RAG System in Python (Without Overcomplicating It)

#llm #python #rag #tutorial

2 min read

Cover image for When NOT to use RAG (lessons from building a Claude-powered support bot)

Vitalii

Apr 28

When NOT to use RAG (lessons from building a Claude-powered support bot)

#ai #claude #webdev #rag

4 min read

soy

Apr 28

Optimizing LLM Workflows: Claude for Evaluation, Blender Integration & Token Efficiency

#ai #rag #automation

3 min read

Karthik Madhesh

Apr 29

40 Days Training on RAG

#ai #rag #llm

2 min read

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