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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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Pure semantic search missed 4 of 5 of my agent queries. Hybrid + parallel fan-out fixed it.
reneza profile

Pure semantic search missed 4 of 5 of my agent queries. Hybrid + parallel fan-out fixed it.

#claudecode #rag #agents #ai
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7 min read
Day 1 - RAG
indumathi_r_afd5683658092 profile

Day 1 - RAG

#ai #rag
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3 min read
RAG Series (3): Tuning These 4 Parameters to Go From 'It Works' to 'It Works Well'
wonderlab profile

RAG Series (3): Tuning These 4 Parameters to Go From 'It Works' to 'It Works Well'

#rag #chunk #vectordatabase #tuning
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10 min read
Improving Determinism with LLMs: Prompting, Model Selection, Context, and Tools
derrickpedranti profile

Improving Determinism with LLMs: Prompting, Model Selection, Context, and Tools

#ai #webdev #rag #promptengineering
1
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7 min read
Lost-in-the-Middle Is Still Real in 2026 (Even on 1M-Token Models)
gabrielanhaia profile

Lost-in-the-Middle Is Still Real in 2026 (Even on 1M-Token Models)

#ai #llm #rag #python
2
Comments
6 min read
RAG Series (4): Document Processing — From Raw Files to High-Quality Chunks
wonderlab profile

RAG Series (4): Document Processing — From Raw Files to High-Quality Chunks

#rag #ai #llm #chunk
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7 min read
RAG Series (1): Why LLMs Need External Memory
wonderlab profile

RAG Series (1): Why LLMs Need External Memory

#llm #rag #ai #vectordatabase
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7 min read
Hello World of RAG - Day 1
gokul_kannan_1011 profile

Hello World of RAG - Day 1

#beginners #llm #ai #rag
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6 min read
I published my first Python package — a reusable RAG core library
glemiu6 profile
Vlad

I published my first Python package — a reusable RAG core library

#ai #rag #python #opensource
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1 min read
Stop Your RAG Pipeline From Hallucinating: A 15-Line Fix published
agentoracle profile

Stop Your RAG Pipeline From Hallucinating: A 15-Line Fix published

#rag #ai #python #llm
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9 min read
Local LLMs with PandasAI, Claude for Code Security & Jupyter Integration
soytuber profile
soy

Local LLMs with PandasAI, Claude for Code Security & Jupyter Integration

#ai #rag #automation
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3 min read
VelesDB now has a Haystack connector - build a RAG pipeline with zero infrastructure
wiscale profile

VelesDB now has a Haystack connector - build a RAG pipeline with zero infrastructure

#ai #python #rag #tutorial
2
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5 min read
AI is your Copilot, not to replace humans
amberitas17 profile

AI is your Copilot, not to replace humans

#ai #llm #rag #humanintheloop
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3 min read
Building a RAG Evaluation Harness That Actually Catches Problems
shiva_shrestha_1b37675aab profile

Building a RAG Evaluation Harness That Actually Catches Problems

#rag #ai #python #llm
3
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5 min read
RAG Series (2): Building Your First RAG Pipeline with LangChain
wonderlab profile

RAG Series (2): Building Your First RAG Pipeline with LangChain

#llm #rag #langchain #opensource
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10 min read
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