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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 ⚡️ BREAKING: Docling Unlocks ASR (automatic speech recognition) Power!

Jun 25

⚡️ BREAKING: Docling Unlocks ASR (automatic speech recognition) Power!

#docling #rag #llm #asr

5 min read

Cover image for Secure Local RAG with Role-Based Access: Spring AI, Ollama & MongoDB

Tim Kelly for MongoDB

Jun 24

Secure Local RAG with Role-Based Access: Spring AI, Ollama & MongoDB

#mongodb #rag #spring #security

14 min read

Jun 24

Local Elasticsearch Playground: A Practical Introduction and hands-on test (and moving to a RAG solution)

#rag #llm #elasticsearch #vectordatabase

12 min read

Cover image for Open-Source AI Stacks for E-Commerce (2025 Guide)

Chris Yaowen Zhang

Jun 24

Open-Source AI Stacks for E-Commerce (2025 Guide)

#ecommerce #opensource #rag #ai

7 min read

Cover image for Engineering a Production-Grade RAG Pipeline with Gemini & Qdrant (Design Guide + Code)

May 21

Engineering a Production-Grade RAG Pipeline with Gemini & Qdrant (Design Guide + Code)

#ai #rag #gemini #llm

8 min read

Cover image for A Complete Guide to Retrieval-Augmented Generation

Jun 23

A Complete Guide to Retrieval-Augmented Generation

#rag #ai #vectordatabase #langchain

8 min read

Cover image for Semantic Similarity Score for AI RAG

Alexander Uspenskiy

May 19

Semantic Similarity Score for AI RAG

#rag #ai #programming #python

1 min read

Cover image for RAG Made Simple: Simplicity’s Approach to Modular Retrieval & Generation (Part 1)

Sri Hari Karthick

Jun 22

RAG Made Simple: Simplicity’s Approach to Modular Retrieval & Generation (Part 1)

#ai #nlp #python #rag

3 min read

May 22

AI Fiqh & Retrieval-augmented generation (RAG)

#fiqh #rag #webdev #phase1

8 min read

Sakshi Srivastava

Jun 19

RAG to Riches

#webdev #rag #programming #ai

3 min read

Cover image for RAG Made Simple: Demonstration and Analysis of Simplicity (Part 3)

Sri Hari Karthick

Jun 22

RAG Made Simple: Demonstration and Analysis of Simplicity (Part 3)

#ai #nlp #rag #python

2 min read

Cover image for RAG Made Simple: Technical Design and Architecture of Simplicity (Part 2)

Sri Hari Karthick

Jun 22

RAG Made Simple: Technical Design and Architecture of Simplicity (Part 2)

#ai #nlp #rag #python

3 min read

May 15

VLM Pipeline with Docling

#docling #llm #vlm #rag

7 min read

ESTHER NAISIMOI

May 15

Demystifying RAG 🔍: Retrieval-Augmented Generation Explained

#machinelearning #ai #rag #llm

3 min read

May 13

Built an AI Assistant to Summarize and Query My Emails – Seeking Feedback

#rag #qa #ai #programming

1 min read

Mohsin Khursheed

May 13

Cosine Similarity in Vector Databases: Why It Matters for GenAI & RAG Systems

#rag #vectordatabase #genai

2 min read

Cover image for Getting Started with LangChain: Build Smarter AI Apps with LLMs

Jun 16

Getting Started with LangChain: Build Smarter AI Apps with LLMs

#langchain #automation #rag #llm

3 min read

Elisheba Anderson

May 16

🤖 Retrieval-Augmented Generation (RAG): The Future of AI Search

#webdev #ai #genai #rag

2 min read

Wesley de Morais

Jun 13

RAG na prática: transformando PDFs em respostas inteligentes com LLMs

#langchain #rag #python #openai

6 min read

Cover image for Hallucinations and AI: Scary or Not?

May 9

Hallucinations and AI: Scary or Not?

#ai #ethics #rag #machinelearning

2 min read

May 7

Taming Complex Codebases with AI: Your Thoughts?

#ai #rag #documentation #coding

2 min read

Cover image for Enhancing AI retrieval with HNSW in RAG applications

IBM Developer for IBM Developer

May 7

Enhancing AI retrieval with HNSW in RAG applications

#webdev #programming #ai #rag

2 min read

Prathish Deivendiran for Nife Labs

May 6

Enhancing LLMs with Retrieval-Augmented Generation (RAG): A Practical Guide

#rag #llms #llama #faiss

4 min read

Cover image for All Data and AI Weekly #188 - May 5, 2025

May 5

All Data and AI Weekly #188 - May 5, 2025

#apachenifi #ai #rag #snowflake

3 min read

Cover image for Secrets Sprawl and AI: Why Your Non-Human Identities Need Attention Before You Deploy That LLM

Dwayne McDaniel for GitGuardian

May 6

Secrets Sprawl and AI: Why Your Non-Human Identities Need Attention Before You Deploy That LLM

#llm #rag #ai #security

6 min read

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