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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 Contextual chunking for Retrieval Augmented Generation

Lewis Won

Jul 5

Contextual chunking for Retrieval Augmented Generation

#rag #productivity #tutorial #vectordatabase

59 min read

Cover image for 🤖 Build Your Own AI Chatbot with AWS — Step-by-Step for Beginners

Jul 5

🤖 Build Your Own AI Chatbot with AWS — Step-by-Step for Beginners

#ai #aws #machinelearning #rag

4 min read

Cover image for U2 UniData with Low-code AI: UOFast + VectorShift RAG Integration

Kurt @ RokiPark

Jul 5

U2 UniData with Low-code AI: UOFast + VectorShift RAG Integration

#multivalue #ai #rag #vectorshift

2 min read

Cover image for 🚀 Build your own AI Chatbot with RAG using Next.js, Prisma, and OpenAI Embedding API

Ken

Jul 5

🚀 Build your own AI Chatbot with RAG using Next.js, Prisma, and OpenAI Embedding API

#nextjs #prisma #openai #rag

1 min read

Jul 4

Building a RAG chatbot with TypeScript and Next.js

#ai #rag #nextjs #typescript

14 min read

Cover image for 🧠 Beyond Structured Chaos

Mak Sò

Jul 2

🧠 Beyond Structured Chaos

#ai #llm #rag #agentaichallenge

7 min read

Cover image for Better than Claude Code

Jul 2

Better than Claude Code

#github #opensource #rag

1 min read

Cover image for How ColBERT works

IBM Developer for IBM Developer

Jul 2

How ColBERT works

#rag #llm #nlp #deeplearning

2 min read

Cover image for docs-kb cli

Md Abid Hussain

Jul 1

docs-kb cli

#mindsdb #cli #mcp #rag

1 min read

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

Jun 11

Unlocking AI’s Full Potential: The Power of Synthetic Data Generation with Docling SDG

#docling #rag #llm #granite

25 min read

Kyle Eaton

May 27

Semantic Code Search

#rag #llm #ducky #programming

4 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

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