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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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Tye Chan

Nov 17

Research Survey on RAG Development Practices & Challenges (8-10 mins)

#rag #llm #ai

1 min read

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

Abigail Afi Gbadago for MongoDB

Dec 8

Build a RAG App With Django MongoDB Backend in 30 minutes

#django #python #rag #webdev

12 min read

Cover image for Building an AI-Powered Log Analyser with RAG

Austin Cunningham

Nov 14

Building an AI-Powered Log Analyser with RAG

#ai #rag #ollama #python

6 min read

Cover image for Gemini 3 is Now Available as an OCR Model in Tensorlake

Diptanu Gon Choudhury for Tensorlake

Dec 8

Gemini 3 is Now Available as an OCR Model in Tensorlake

#ai #programming #rag

4 min read

Cover image for [Update] VAC: A Memory Layer That Makes LLMs Remember You

Viktor Kuznetsov | VAC Memory System CEO

Dec 7

[Update] VAC: A Memory Layer That Makes LLMs Remember You

#ai #rag #opensource #machinelearning

3 min read

Javokhir Shoyusupov for AWS Community Builders

Dec 7

How S3 Vectors Work: A Friendly Guide to AWS’s New Vector Store

#ai #aws #rag #vectordatabase

5 min read

Cover image for 🧠Maybe I Just Do Not Get It!

marcosomma

Dec 2

🧠Maybe I Just Do Not Get It!

#ai #rag #machinelearning #opensource

12 min read

Dec 5

Why Context Engineering Is Replacing Prompt Hacks

#ai #llm #rag

1 min read

Cover image for Cómo Incorporar la IA a un ERP: De Asistencia Inteligente a Automatización Total

Nov 10

Cómo Incorporar la IA a un ERP: De Asistencia Inteligente a Automatización Total

#ai #mcp #rag #productivity

5 min read

Cover image for Building a Cloud-Native App to Match Founders with the Right Hackathon

Abishek Muthian

Nov 10

Building a Cloud-Native App to Match Founders with the Right Hackathon

#cloudrunhackathon #serverless #rag #googlecloud

8 min read

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

Takneekigyanguru

Nov 9

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

#tutorial #ai #rag #python

2 min read

Cover image for Smart Chunking & Embeddings for RAG

Nov 7

Smart Chunking & Embeddings for RAG

#rag

12 min read

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

Manish Shivanandhan

Nov 8

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

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

#ai #php #rag #vectordatabase

2 min read

Nov 6

Utilizing RAG Techniques for Improved AI Agent Performance

#agents #rag #llm #ai

8 min read

Cover image for 🧑‍🚀 Mission Accomplished: How an Engineer-Astronaut Prepared Meta’s CRAG Benchmark for Launch in Docker

astronaut

Nov 6

🧑‍🚀 Mission Accomplished: How an Engineer-Astronaut Prepared Meta’s CRAG Benchmark for Launch in Docker

#rag #ai #llm #devops

3 min read

Nov 14

LLMs as Unreliable Narrators: Dealing with UUID Hallucination

#agents #rag #llm #ai

5 min read

Cover image for How to Build Production-Ready RAG Systems (at Scale, with Low Latency & High Accuracy)

QLoop Technologies

Nov 10

How to Build Production-Ready RAG Systems (at Scale, with Low Latency & High Accuracy)

#ai #rag #llm #machinelearning

5 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

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

Cooper D

Dec 7

Why AI Analytics Tools Are Solving the Wrong Problem

#ai #rag #nlp #sql

7 min read

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

marcosomma

Dec 8

How to Design Two Practical Orchestration Loops for LLM Agents

#ai #python #machinelearning #rag

9 min read

Yevhenii Molchanov

Dec 7

I Built an Open-Source Pipeline to Convert Documents into LLM Training Data

#machinelearning #ai #rag #rust

2 min read

Nov 4

Managing AI Agent Drift Over Time: A Practical Framework for Reliability, Evals, and Observability

#agents #rag #monitoring #ai

7 min read

Cover image for Building a simple RAG system in PHP with the Neuron AI framework in one evening

Nov 15

Building a simple RAG system in PHP with the Neuron AI framework in one evening

#php #rag #webdev #ai

8 min read

Kamya Shah

Nov 3

How to Avoid Common Data Management Pitfalls in Enterprise RAG Systems: A Guide to Effective Governance and Observability

#architecture #dataengineering #rag #monitoring

5 min read

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