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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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Kirk Crenshaw for Griptape AI

Apr 25

What the Heck Are Hybrid Knowledge Bases? (And Why They Matter for LLM Apps)

#ai #llm #devtools #rag

2 min read

Apr 25

Implementing Simple RAG in local environment /w .NET (C#).

#rag #tutorial #ollama

5 min read

IBM Developer for IBM Developer

Apr 23

Implement an end-to-end RAG solution with watsonx.ai and Elasticsearch SQL

#sql #elasticsearch #rag

2 min read

MindsDB Team for MindsDB

Apr 24

Beyond Keywords: Introducing MindsDB Knowledge Bases for RAG and Semantic Search

#ai #rag #knowledgebases

8 min read

Estevão Machado

May 2

Building a Local RAG System with MCP for VS Code AI Agents: A Technical Deep Dive

#devjournal #rag #mcp #ai

17 min read

Kevin

Mar 31

Building Custom Kendra Connectors and Managing Data Sources with IaC

#aws #terraform #rag #ai

15 min read

Evgeniya Sukhodolskaya for Qdrant

Mar 31

Relevance Feedback in Informational Retrieval

#qdrant #rag #ai #machinelearning

11 min read

Apr 3

RAG Search with AWS Lambda and Bedrock

#llm #rag #lambda #bedrock

4 min read

Alexander Uspenskiy

Apr 22

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

Brian King for Couchbase

May 2

Couchbase Weekly Updates - May 2, 2025

#couchbase #mcp #rag #database

1 min read

May 1

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

#snowflake #llm #streamlit #rag

7 min read

Jay Pawar

May 1

RAG - Retrieval-Augmented Generation, Making AI Smarter!

#ai #rag #langchain

5 min read

May 1

The Magic Behind LLM...!!

#ai #machinelearning #largelanguagemodel #rag

3 min read

Dan Shalev for FalkorDB

Apr 1

Vector Recall Reasoning

#agentaichallenge #rag

1 min read

Tutty

May 1

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

#rag #openai

2 min read

Apr 30

Vector Databases: their utility and functioning (RAG usage)

#vectordatabase #rag #llm #vectorization

12 min read

Apr 19

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

#kaggle #ai #rag #python

6 min read

marios turyasingura

Apr 30

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

#ai #rag #beginners #tutorial

3 min read

Praveen

Mar 27

🧭 Part 3: Implementing Vector Search with Pinecone

#pinecone #vectordatabase #rag #langchain

2 min read

Phil Nash for DataStax, an IBM company

Apr 30

Improve Your Python Search Relevancy with Astra DB Hybrid Search

#python #vectordatabase #rag #genai

11 min read

Clelia (Astra) Bertelli

Apr 29

Build Code-RAGent, an agent for your codebase

#ai #python #vectordatabase #rag

5 min read

Praveen

Mar 26

Building an E-Commerce Support Chatbot: Part 2 - Building the Knowledge Base

#langchain #ai #javascript #rag

2 min read

Hitesh

Apr 28

How to train LLM faster

#llm #rag #ai #data

3 min read

Adityavardhan Agrawal

Mar 24

An overview of rules based ingestion in DataBridge

#rag #ai #python #opensource

6 min read

Peng Qian

Mar 24

Integrating LlamaIndex and DeepSeek-R1 for reasoning_content and Function Call Features

#ai #rag #llm #python

10 min read

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