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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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May 28

Using RAG architecture for generative tasks

#fsharp #dotnet #llm #rag

4 min read

Cover image for Unlocking Data Insights: A Semantic Search App with MindsDB and Django

Jul 1

Unlocking Data Insights: A Semantic Search App with MindsDB and Django

#programming #django #rag #nlp

12 min read

Cover image for 🧠 Emergent Thought Through Looped Conflict

Mak Sò

Jul 1

🧠 Emergent Thought Through Looped Conflict

#ai #rag #programming #cognition

3 min read

Jul 1

How I Built a RAG Chatbot in 45 Minutes (No Coding!)

#rag #ai #tutorial #beginners

2 min read

Kyle Eaton

May 27

Semantic Code Search

#rag #llm #ducky #programming

4 min read

Jun 30

Small Model, Big Impact: IBM Granite Vision Dominates Document Understanding

#llm #granite #huggingface #rag

5 min read

Anand Kumar Singh

May 31

Comparative Study of LLMs vs. RAG and AI Agents vs. Agentic AI

#ai #rag #webdev

3 min read

Aleksei Aleinikov

May 27

🧠 Build Your Own RAG System in 2025 — From Query to Answer

#rag #ai #generativeai #llm

1 min read

Drishti Jain for AWS Community Builders

Jun 29

Generative AI Meets Edge: Deploying Foundation Models with AWS IoT Greengrass

#aws #rag #ai #genai

5 min read

Cover image for Um Projeto Prático para Estudar RAG: Análise Qualitativa de Código com LLMs Locais

Richardson

Jun 15

Um Projeto Prático para Estudar RAG: Análise Qualitativa de Código com LLMs Locais

#rag #python #langchain #gemma

7 min read

The Accessible AI Hub

Jun 29

How GenAI Gets Smarter: The Power of Context with RAG

#ai #azure #githubcopilot #rag

3 min read

Cover image for Advanced Prompting Techniques and Embeddings in AI

Yashasviben Patel

May 26

Advanced Prompting Techniques and Embeddings in AI

#ai #rag #llm #python

4 min read

Cover image for Supercharging Retrieval-Augmented Generation with NodeRAG: A Graph-Centric Approach

Bjorn-Donald Bassey

May 26

Supercharging Retrieval-Augmented Generation with NodeRAG: A Graph-Centric Approach

#ai #rag #llm #datastructures

5 min read

Cover image for 🧠 RAG in Minutes with MultiMind SDK — No LangChain Needed

DK | MultiMind SDK | Open source AI

Jun 27

🧠 RAG in Minutes with MultiMind SDK — No LangChain Needed

#ai #rag #programming #webdev

2 min read

Cover image for How AI Agents Empower Small Businesses for Global Success

Milcah03

Jun 26

How AI Agents Empower Small Businesses for Global Success

#ai #aws #python #rag

4 min read

Cover image for How to Evaluate RAG Applications with Amazon Bedrock Knowledge Base Evaluation

Sidra Saleem for SUDO Consultants

May 22

How to Evaluate RAG Applications with Amazon Bedrock Knowledge Base Evaluation

#bedrock #rag

16 min read

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

Jun 20

Scalable Character Insights from Novels Using Vector Search and LLMs

#ai #rag #machinelearning #vectordatabase

2 min read

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