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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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Cover image for 🧠 Build a Document Search with RAG | Hugging Face Transformers + Flan-T5 + NLP Tutorial

Takneekigyanguru

Nov 9 '25

🧠 Build a Document Search with RAG | Hugging Face Transformers + Flan-T5 + NLP Tutorial

#tutorial #ai #rag #python

2 min read

Cover image for RAG with MongoDB Vector Search PART 1

Dec 11 '25

RAG with MongoDB Vector Search PART 1

#mongodb #rag #python #ai

5 min read

David Mezzetti for NeuML

Dec 12 '25

RAG is more than Vector Search

#ai #llm #rag #vectordatabase

4 min read

Cover image for 🚀 How I Created an AI-Powered Secret Santa Using Cognee as the Memory Layer

Dec 11 '25

🚀 How I Created an AI-Powered Secret Santa Using Cognee as the Memory Layer

#ai #coding #rag #llm

5 min read

Cover image for ✌️5 AI Document Parsing Tools That Actually Work 🚀🔥

Shrijal Acharya

Dec 12 '25

✌️5 AI Document Parsing Tools That Actually Work 🚀🔥

#ai #opensource #rag #productivity

11 min read

Dec 12 '25

Build Better RAG Pipelines: Scraping Technical Docs to Clean Markdown

#webscraping #rag #wideas #llm

2 min read

Cover image for Why your AI assistant lies to you (and how to fix it)

Dec 11 '25

Why your AI assistant lies to you (and how to fix it)

#ai #rag #llm #machinelearning

4 min read

Cover image for Beyond Vanilla RAG: The 7 Modern RAG Architectures Every AI Engineer Must Know

NARESH

Dec 10 '25

Beyond Vanilla RAG: The 7 Modern RAG Architectures Every AI Engineer Must Know

#rag #ai #datascience #agentaichallenge

15 min read

Cover image for Cut AI Costs Without Losing Capability: The Rise of Small LLMs

Manish Shivanandhan

Nov 8 '25

Cut AI Costs Without Losing Capability: The Rise of Small LLMs

#ai #programming #rag #machinelearning

5 min read

Cover image for You may not need pg_vector, sqlite-vss, etc.

Nov 6 '25

You may not need pg_vector, sqlite-vss, etc.

#ai #php #rag #vectordatabase

2 min read

Nov 14 '25

LLMs as Unreliable Narrators: Dealing with UUID Hallucination

#agents #rag #llm #ai

5 min read

Cover image for How to Convert JSON to TOON: 4 Methods Compared

Dec 8 '25

How to Convert JSON to TOON: 4 Methods Compared

#ai #llm #rag

4 min read

Cover image for Build a RAG App With Django MongoDB Backend in 30 minutes

Abigail Afi Gbadago for MongoDB

Dec 8 '25

Build a RAG App With Django MongoDB Backend in 30 minutes

#django #python #rag #webdev

12 min read

Cover image for Title: LLMs for Your Business: Is it Better to Retrain the Brain or Give it an Open Book? (RAG vs. Fine-Tuning)

Jayanth

Nov 3 '25

Title: LLMs for Your Business: Is it Better to Retrain the Brain or Give it an Open Book? (RAG vs. Fine-Tuning)

#architecture #ai #rag #llm

4 min read

Cover image for How to Design Two Practical Orchestration Loops for LLM Agents

marcosomma

Dec 8 '25

How to Design Two Practical Orchestration Loops for LLM Agents

#ai #python #machinelearning #rag

9 min read

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