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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 How AI Agents Are Getting Smarter: MCP, ReAct, RAG & A2A Explained Simply

May 4 '25

How AI Agents Are Getting Smarter: MCP, ReAct, RAG & A2A Explained Simply

#a2a #rag #reactai #mcp

5 min read

Kevin

Mar 31 '25

Building Custom Kendra Connectors and Managing Data Sources with IaC

#aws #terraform #rag #ai

15 min read

Cover image for Relevance Feedback in Informational Retrieval

Evgeniya Sukhodolskaya for Qdrant

Mar 31 '25

Relevance Feedback in Informational Retrieval

#qdrant #rag #ai #machinelearning

11 min read

Cover image for RAG Search with AWS Lambda and Bedrock

Apr 3 '25

RAG Search with AWS Lambda and Bedrock

#llm #rag #lambda #bedrock

4 min read

Cover image for Build the Smartest AI Bot You’ve Ever Seen — A 7B Model + Web Search, Right on Your Laptop

Alexander Uspenskiy

Apr 22 '25

Build the Smartest AI Bot You’ve Ever Seen — A 7B Model + Web Search, Right on Your Laptop

#ai #rag #llm #architecture

5 min read

Cover image for Couchbase Weekly Updates - May 2, 2025

Brian King for Couchbase

May 2 '25

Couchbase Weekly Updates - May 2, 2025

#couchbase #mcp #rag #database

1 min read

May 1 '25

Power up your RAG chatbot with Snowflake Cortex Search Boosts and Decays

#snowflake #llm #streamlit #rag

7 min read

Jay Pawar

May 1 '25

RAG - Retrieval-Augmented Generation, Making AI Smarter!

#ai #rag #langchain

5 min read

May 1 '25

The Magic Behind LLM...!!

#ai #machinelearning #largelanguagemodel #rag

3 min read

Cover image for Vector Recall Reasoning

Dan Shalev for FalkorDB

Apr 1 '25

Vector Recall Reasoning

#agentaichallenge #rag

1 min read

Tutty

May 1 '25

DeepRAG: Thinking to Retrieval Step by Step for Large Language Models

#rag #openai

2 min read

Apr 30 '25

Vector Databases: their utility and functioning (RAG usage)

#vectordatabase #rag #llm #vectorization

12 min read

Cover image for Building a Smart Café Menu Ordering Agent ☕🤖: Natural Language to Structured JSON with RAG

Apr 19 '25

Building a Smart Café Menu Ordering Agent ☕🤖: Natural Language to Structured JSON with RAG

#kaggle #ai #rag #python

6 min read

Cover image for Retrieval-Augmented Generation (RAG): Giving AI a Supercharged Memory Boost

marios turyasingura

Apr 30 '25

Retrieval-Augmented Generation (RAG): Giving AI a Supercharged Memory Boost

#ai #rag #beginners #tutorial

3 min read

Cover image for Improve Your Python Search Relevancy with Astra DB Hybrid Search

Phil Nash for DataStax, an IBM company

Apr 30 '25

Improve Your Python Search Relevancy with Astra DB Hybrid Search

#python #vectordatabase #rag #genai

11 min read

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