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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 to Implement LLM Grounding for Better Responses

Feb 6

How to Implement LLM Grounding for Better Responses

#llm #llmgrounding #rag #ai

6 min read

Cover image for Mastering Text-to-SQL with LLM Solutions and Overcoming Challenges

Feb 6

Mastering Text-to-SQL with LLM Solutions and Overcoming Challenges

#texttosql #genai #rag #llm

7 min read

Cover image for How to Implement RAG Chatbots in Your Business

Feb 6

How to Implement RAG Chatbots in Your Business

#rag #llm #machinelearning #ai

6 min read

Cover image for RAG on Azure OpenAI

Enrique Aguilar Martinez

Feb 5

RAG on Azure OpenAI

#rag #llm #azure #genai

3 min read

Feb 5

Introducing Simba: Bring Your Knowledge into Your AI

#chatbot #opensource #knowledgemanagement #rag

3 min read

Cover image for Generative AI Cost Optimization Strategies

Jan 2

Generative AI Cost Optimization Strategies

#rag #programming #ai #genai

2 min read

Cover image for Automate Email Processing using Event Driven Architecture and Generative AI

Felipe Malaquias for AWS Community Builders

Feb 5

Automate Email Processing using Event Driven Architecture and Generative AI

#bedrock #rag #ses #stepfunctions

3 min read

Feb 3

A multi-head classifier using SetFit for query preprocessing

#ai #rag #python

1 min read

Javier Luraschi

Dec 30 '24

Hal9: Create and Share Generative Apps

#rag #python #ai #chatgpt

3 min read

Cover image for AI + Data Weekly 169 for 23 December 2024

Dec 30 '24

AI + Data Weekly 169 for 23 December 2024

#opensource #ai #genai #rag

3 min read

Prathamesh Devadiga

Feb 1

Open-Source LLMs Deserve Code, Not Prompts! (DSPy, Voila!)

#rag #ai #opensource #python

3 min read

Cover image for RAG - Implementing the docs commands

Amine Ben hammou for This is Learning

Jan 28

RAG - Implementing the docs commands

#ai #rag #cli #typescript

8 min read

Cover image for Why LLMs Fall Short: Why Large Language Models Aren't Ideal for AI Agent Applications

Jan 3

Why LLMs Fall Short: Why Large Language Models Aren't Ideal for AI Agent Applications

#ai #rag #llm

3 min read

Cover image for Building a Robust RAG System: How to Set Up Ollama and Run DeepSeek R1 Locally

Sumsuzzaman Chowdhury for AWS Community Builders

Jan 30

Building a Robust RAG System: How to Set Up Ollama and Run DeepSeek R1 Locally

#deepseek #ai #rag #opensource

3 min read

Cover image for I made TypeScript Class Chatbot (every TypeScript class types also can do it)

Jan 31

I made TypeScript Class Chatbot (every TypeScript class types also can do it)

#typescript #opensource #ai #rag

5 min read

Sohan for AuthZed

Jan 31

Safeguarding Your Data When Using DeepSeek R1 In RAG Pipelines - Part 1

#deepseek #authorization #security #rag

4 min read

Dariel Vila for KaibanJS

Jan 31

Automating Trip Planning with AI Agents in KaibanJS

#ai #javascript #productivity #rag

2 min read

Cover image for DeepSeek R1: A New Contender in the World of Large Language Models

Syed Safdar Hussain

Jan 31

DeepSeek R1: A New Contender in the World of Large Language Models

#ai #llm #deepseek #rag

3 min read

Cover image for 🏦 Membuat Aplikasi Manajemen Keuangan dengan Python, SQLite, dan LangChain.

Ogi Wemy

Jan 29

🏦 Membuat Aplikasi Manajemen Keuangan dengan Python, SQLite, dan LangChain.

#ai #rag #sql

4 min read

Cover image for Beyond RAG: Memobase Unlocks Scalable User Memory for Smarter AI

Zhao Hanbo

Jan 29

Beyond RAG: Memobase Unlocks Scalable User Memory for Smarter AI

#ai #rag #llm #memory

15 min read

Corenexis

Jan 29

DeepSeek: Unlocking Insights Through Advanced Data Analysis

#ai #deepseek #chatgpt #rag

4 min read

Cover image for Building Your First RAG System with Python and OpenAI

Mazyar Yousefiniyae shad

Jan 28

Building Your First RAG System with Python and OpenAI

#python #openai #rag #ai

4 min read

Cover image for DeepSeek R1: A New Contender in the AI Space Outshining ChatGPT Premium o1

arjun

Jan 28

DeepSeek R1: A New Contender in the AI Space Outshining ChatGPT Premium o1

#deepseek #ai #chatgpt #rag

3 min read

Dec 25 '24

Unlocking AI-Powered Conversations: Building a Retrieval-Augmented Generation (RAG) Chatbot

#langchain #rag #llm #chatgpt

4 min read

Marco Gonzalez for AWS Community Builders

Jan 27

RAG Integration: DeepSeek’s New BFF in the AI World

#ai #rag #aws #azure

8 min read

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