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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 Knowledgeable Agents with FalkorDB Graph RAG

AG2 Blogger for AG2

Dec 20 '24

Knowledgeable Agents with FalkorDB Graph RAG

#rag #graphrag #swarm

5 min read

Cover image for GenAIScript - Comment Code with AI

Dec 21 '24

GenAIScript - Comment Code with AI

#ai #llm #programming #rag

5 min read

huoru

Dec 20 '24

Tired of AI Giving You 'Lazy Answers'? Here's Our Solution

#ai #llm #rag #webdev

3 min read

Cover image for Does Model Context Protocol (MCP) Spell the Death of RAG?

Dec 19 '24

Does Model Context Protocol (MCP) Spell the Death of RAG?

#rag #mcp #genai #llm

4 min read

Brian King for Couchbase

Nov 29 '24

PDF RAG Demo: Building Simplified AI Workflows with Couchbase Shell

#genai #vectorsearch #rag

6 min read

Dec 19 '24

🪤 The Chatbot Trap - Why Your LLM Project Is Stuck After the “Wow Moment"

#genai #machinelearning #llm #rag

4 min read

yayabobi

Dec 19 '24

7 LLM Benchmarks for Performance, Capabilities, and Limitations

#ai #llm #rag

8 min read

Cover image for Stock Financial Analysis (Report Generation) using Generative AI - Gemini 1.5 Flash vs LLama 3.2 8b Model

Mr.Shah

Dec 19 '24

Stock Financial Analysis (Report Generation) using Generative AI - Gemini 1.5 Flash vs LLama 3.2 8b Model

#genai #llm #rag

5 min read

Cover image for struggling to effectively leverage graph structures in LLM-powered apps?

Dan Shalev for FalkorDB

Dec 19 '24

struggling to effectively leverage graph structures in LLM-powered apps?

#discuss #graphrag #rag #rust

2 min read

Cover image for Multiple document conversion using Docling and a GUI

Dec 19 '24

Multiple document conversion using Docling and a GUI

#docling #llm #rag #genai

4 min read

Cover image for Roadmap for Gen AI dev in 2025

Taki

Dec 18 '24

Roadmap for Gen AI dev in 2025

#ai #langchain #rag #programming

3 min read

Nov 28 '24

The Dark Side of VLMs: What's Really Going Wrong

#ai #rag #llm

1 min read

Cover image for De Chatbot a Experto Industrial: Construyendo un Asistente Inteligente con Amazon Bedrock

Dec 18 '24

De Chatbot a Experto Industrial: Construyendo un Asistente Inteligente con Amazon Bedrock

#aws #genai #rag

13 min read

Cover image for FalkorDB has integrated with cognee to improve AI-driven knowledge retrieval

Dan Shalev

Dec 18 '24

FalkorDB has integrated with cognee to improve AI-driven knowledge retrieval

#discuss #rag #vectordatabase #graphrag

1 min read

Dec 7 '24

Reflecting on the ORAssistant Project: A Journey of Collaboration and Technical Growth

#ai #opensource #github #rag

2 min read

hoaitx

Dec 17 '24

Semantic Search Feature

#webdev #rag

5 min read

Cover image for The ultimate guide to Retrieval-Augmented Generation (RAG)

Dec 16 '24

The ultimate guide to Retrieval-Augmented Generation (RAG)

#python #rag #genai #beginners

16 min read

Cover image for How to Create Your Own RAG with Free LLM Models and a Knowledge Base

Alexander Uspenskiy

Dec 16 '24

How to Create Your Own RAG with Free LLM Models and a Knowledge Base

#python #ai #rag #vectordatabase

7 min read

Dec 16 '24

First step and troubleshooting Docling — RAG with LlamaIndex on my CPU laptop

#rag #llamaindex #llm #docling

5 min read

Cover image for Customize ChatGPT for Your Codebase : OpenAI

Dec 16 '24

Customize ChatGPT for Your Codebase : OpenAI

#openai #rag #llm #chatgpt

10 min read

Cover image for User-Aligned Functions to Improve LLM-to-API Function-Calling Accuracy

Patrick Chan for Gentoro

Dec 16 '24

User-Aligned Functions to Improve LLM-to-API Function-Calling Accuracy

#api #rag #ai #genai

11 min read

Jonilss

Dec 16 '24

How Spring Boot and LangChain4J Enable Powerful Retrieval-Augmented Generation (RAG)

#springboot #langchain #rag #openai

3 min read

Nov 11 '24

Large Language Models (LLMs)

#ai #gpt3 #rag #beginners

1 min read

Cover image for RAG Explained: Tackling the Big Problems in AI

Amir Ehsan Ahmadzadeh

Dec 14 '24

RAG Explained: Tackling the Big Problems in AI

#architecture #rag #generativeai #retrievalaugmentedgeneration

4 min read

Cover image for Get Started with LangChain: A Step-by-Step Tutorial for Beginners

Dev J. Shah 🥑

Dec 14 '24

Get Started with LangChain: A Step-by-Step Tutorial for Beginners

#langchain #openai #rag #beginners

4 min read

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