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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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SELFTEST Production Document Ingestion and Structure-Aware Chunking
vikassri profile

SELFTEST Production Document Ingestion and Structure-Aware Chunking

#rag #documentingestion #chunking #retrieval
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10 min read
My RAG Chunk Was Timestamped 00:01:25. Its First Words Were Spoken at 00:00:56
matveyg profile

My RAG Chunk Was Timestamped 00:01:25. Its First Words Were Spoken at 00:00:56

#rag #python #ai #api
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6 min read
Make your AI assistant answer only from what each person may see
muzakkirhussain011 profile

Make your AI assistant answer only from what each person may see

#rag #security #python #opensource
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3 min read
Evaluating RAG — retrieval + generation metrics that matter
aiunplugged profile

Evaluating RAG — retrieval + generation metrics that matter

#llm #rag #testing #analytics
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8 min read
Agentic search over a hierarchy of document clusters
ethan_steininger_d838797b profile

Agentic search over a hierarchy of document clusters

#rag #ai #python #search
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6 min read
Architectural Deep-Dive: Qdrant Vector DB: v1.20.0
hordii_bohdan profile

Architectural Deep-Dive: Qdrant Vector DB: v1.20.0

#vectordb #rag #architecture #devops
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3 min read
Day 07/90:Taking RAG from Notebook to Production — Challenges and Research-Backed Solutions
rimsha_kanwal profile

Day 07/90:Taking RAG from Notebook to Production — Challenges and Research-Backed Solutions

#ai #rag #llm #machinelearning
1
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3 min read
RAG vs CAG vs KAG: Choosing the Right Context Layer in NodeJS
arslan_mecom profile

RAG vs CAG vs KAG: Choosing the Right Context Layer in NodeJS

#javascript #llm #node #rag
5
Comments
9 min read
What I Learned Building a RAG Chatbot From Scratch: 3 Lessons
samruddhishirgavedroid profile

What I Learned Building a RAG Chatbot From Scratch: 3 Lessons

#ai #python #rag #llm
1
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2 min read
Can Retrieval Tell Which Source to Trust?
izgorodin profile

Can Retrieval Tell Which Source to Trust?

#ai #rag #llm #machinelearning
1
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12 min read
Understanding RAG: When AI Needs to Open a Book Before Answering
judaaaa profile

Understanding RAG: When AI Needs to Open a Book Before Answering

#ai #rag #programming #architecture
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8 min read
Turn PDFs (even scanned ones) into RAG-ready chunks with one API call
malmurk profile

Turn PDFs (even scanned ones) into RAG-ready chunks with one API call

#python #rag #ai #pdf
Comments 1
4 min read
Healthcare Search Boundaries — Isolating Appointment Context Across Tenant Collections
frosty45 profile

Healthcare Search Boundaries — Isolating Appointment Context Across Tenant Collections

#rag #healthcare #sre
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8 min read
5 Ways to Make Insurance Claims Retrieval Deletions Trustworthy — A Build Log
colbyhayes3521 profile

5 Ways to Make Insurance Claims Retrieval Deletions Trustworthy — A Build Log

#rag #retrieval #insurance #vectorsearch
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5 min read
Day 06/90: Reranking in RAG — When the Right Evidence Isn’t Ranked First
rimsha_kanwal profile

Day 06/90: Reranking in RAG — When the Right Evidence Isn’t Ranked First

#challenge #ai #machinelearning #rag
1
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5 min read
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