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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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RAG on Azure OpenAI

RAG on Azure OpenAI

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3 min read
Generative AI Cost Optimization Strategies

Generative AI Cost Optimization Strategies

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2 min read
Introducing Simba: Bring Your Knowledge into Your AI

Introducing Simba: Bring Your Knowledge into Your AI

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3 min read
Hal9: Create and Share Generative Apps

Hal9: Create and Share Generative Apps

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3 min read
AI + Data Weekly 169 for 23 December 2024

AI + Data Weekly 169 for 23 December 2024

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3 min read
Meta Knowledge for Retrieval Augmented Large Language Models

Meta Knowledge for Retrieval Augmented Large Language Models

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

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

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

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

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3 min read
RAG - Implementing the docs commands

RAG - Implementing the docs commands

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

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

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

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

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3 min read
Automating Trip Planning with AI Agents in KaibanJS

Automating Trip Planning with AI Agents in KaibanJS

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2 min read
How-to Use AI to See Your Data in 3D

How-to Use AI to See Your Data in 3D

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3 min read
Beyond RAG: Memobase Unlocks Scalable User Memory for Smarter AI

Beyond RAG: Memobase Unlocks Scalable User Memory for Smarter AI

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15 min read
Building Your First RAG System with Python and OpenAI

Building Your First RAG System with Python and OpenAI

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

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

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

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

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

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

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8 min read
How I generated 15 vibrant and highly detailed infographics at the last moment...

How I generated 15 vibrant and highly detailed infographics at the last moment...

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3 min read
Self-Learning Customer Support Desk

Self-Learning Customer Support Desk

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2 min read
My Experience at Build Bengaluru 2024

My Experience at Build Bengaluru 2024

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2 min read
Charting Your Unique Path in Generative AI: A Fresh Perspective for Beginners

Charting Your Unique Path in Generative AI: A Fresh Perspective for Beginners

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3 min read
Let’s Build Invoice Processing System Using AI Agents

Let’s Build Invoice Processing System Using AI Agents

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2 min read
Building an Interactive Resume AI Assistant: Showcasing Your Portfolio with a Twist

Building an Interactive Resume AI Assistant: Showcasing Your Portfolio with a Twist

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3 min read
Gurubase - AI-Powered Q&A Assistants for Any Topic

Gurubase - AI-Powered Q&A Assistants for Any Topic

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1 min read
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