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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 '25

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 '25

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

marcosomma

Jul 1 '25

🧠 Emergent Thought Through Looped Conflict

#ai #rag #programming #cognition

3 min read

Jul 1 '25

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

#rag #ai #tutorial #beginners

2 min read

Alain Airom (Ayrom)

Jun 30 '25

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

#llm #granite #huggingface #rag

5 min read

Drishti Jain for AWS Community Builders

Jun 29 '25

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

#aws #rag #ai #genai

5 min read

The Accessible AI Hub

Jun 29 '25

How GenAI Gets Smarter: The Power of Context with RAG

#ai #azure #githubcopilot #rag

3 min read

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

DK | MultiMind | CyberXdefend

Jun 27 '25

🧠 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 '25

How AI Agents Empower Small Businesses for Global Success

#ai #aws #python #rag

4 min read

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

Alain Airom (Ayrom)

Jun 25 '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 '25

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

#mongodb #rag #spring #security

14 min read

Alain Airom (Ayrom)

Jun 24 '25

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

#rag #llm #elasticsearch #vectordatabase

12 min read

David Mezzetti for NeuML

Jun 23 '25

Medical RAG Research with txtai

#ai #llm #rag #vectordatabase

7 min read

Cover image for A Complete Guide to Retrieval-Augmented Generation

Jun 23 '25

A Complete Guide to Retrieval-Augmented Generation

#rag #ai #vectordatabase #langchain

8 min read

Jun 20 '25

Scalable Character Insights from Novels Using Vector Search and LLMs

#ai #rag #machinelearning #vectordatabase

2 min read

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