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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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Collecting knowledge fails because of people. So we built an AI colleague.
brotzka profile

Collecting knowledge fails because of people. So we built an AI colleague.

#ai #rag #architecture #postgres
1
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8 min read
'That,' 'this page,' and 'that one' are different: 1 win and 3 losses by treating pronouns uniformly
orca_forge profile

'That,' 'this page,' and 'that one' are different: 1 win and 3 losses by treating pronouns uniformly

#rag
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6 min read
What Is RAG? Retrieval-Augmented Generation Explained
amareswer profile

What Is RAG? Retrieval-Augmented Generation Explained

#ai #rag #llm #ollama
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3 min read
LLM Wiki's Two-Step Chain-of-Thought Ingest: How Incremental Cache and Source Traceability Replace Traditional RAG
mech_app_ai profile

LLM Wiki's Two-Step Chain-of-Thought Ingest: How Incremental Cache and Source Traceability Replace Traditional RAG

#ai #github #llm #rag
1
Comments
6 min read
I built a Mac app that turns document folders into RAG-ready Markdown — locally
alan_scales_f5903e50d013d profile

I built a Mac app that turns document folders into RAG-ready Markdown — locally

#showdev #ai #rag #mac
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3 min read
How to Build a Company Data Crawler in Python
shaikhsajid1111 profile

How to Build a Company Data Crawler in Python

#rag #pydantic #ai #python
Comments
1 min read
I Built CollabFlow: A Real-Time Collaboration Platform with AI-Powered Document Search
danishh18 profile

I Built CollabFlow: A Real-Time Collaboration Platform with AI-Powered Document Search

#showdev #ai #opensource #rag
1
Comments
2 min read
How to Build an AI Customer Support Chatbot (and Make It Upsell)
samchenreviews profile

How to Build an AI Customer Support Chatbot (and Make It Upsell)

#ai #n8n #rag #api
Comments
7 min read
Agentic RAG vs Traditional RAG in .NET (2026) — When Each Wins, Semantic Kernel Code, Production Metrics
kirandeepjassalcrypto profile

Agentic RAG vs Traditional RAG in .NET (2026) — When Each Wins, Semantic Kernel Code, Production Metrics

#ai #dotnet #rag #machinelearning
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4 min read
I Tried to Learn RAG and Got Stuck on API Costs. Turns Out My CPU Could Do the Expensive Bit.
nyagah profile

I Tried to Learn RAG and Got Stuck on API Costs. Turns Out My CPU Could Do the Expensive Bit.

#rag #ai #python #machinelearning
Comments
6 min read
A RAG chatbot on your company knowledge base: what it is and when it pays off
ilinmaks profile

A RAG chatbot on your company knowledge base: what it is and when it pays off

#ai #rag #llm #business
1
Comments
5 min read
Practice RAG Retrieval Metrics Offline — A Tiny Stdlib Eval Loop (Synthetic Data)
dicardo9 profile

Practice RAG Retrieval Metrics Offline — A Tiny Stdlib Eval Loop (Synthetic Data)

#rag #python #machinelearning #llm
Comments 2
5 min read
Agentic Synthetic Data Generation
isocyanideisgood profile

Agentic Synthetic Data Generation

#ai #datascience #rag #futurechallenge
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1 min read
RAG Systems Are Eating the World: Building Retrieval-Augmented Generation in Python
unfiltered_anshul profile

RAG Systems Are Eating the World: Building Retrieval-Augmented Generation in Python

#ai #python #rag
1
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3 min read
The answer was at rank 7
skucherenko profile

The answer was at rank 7

#ai #llm #rag #python
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11 min read
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