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RAG Explained: Indexing and Vector Database

RAG Explained: Indexing and Vector Database

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2 min read
Data factory for generative video models

Data factory for generative video models

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1 min read
Scaling Enterprise Mobile Apps with LLMs: Automating Development, Enhancing User Experience and Driving Insights

Scaling Enterprise Mobile Apps with LLMs: Automating Development, Enhancing User Experience and Driving Insights

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5 min read
Deep Dive Prompts

Deep Dive Prompts

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10 min read
Testing AI-Powered Apps: Introducing LLM Test Mate

Testing AI-Powered Apps: Introducing LLM Test Mate

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5 min read
Fine-Tuning AI Models: Tailoring Generative AI for Specific Tasks

Fine-Tuning AI Models: Tailoring Generative AI for Specific Tasks

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5 min read
Using a Speech Language Model That Can Listen While Speaking

Using a Speech Language Model That Can Listen While Speaking

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8 min read
LLM GUI: Custom Python Gradio Interface

LLM GUI: Custom Python Gradio Interface

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8 min read
Deploying LLM Inference Endpoints & Optimizing Output with RAG

Deploying LLM Inference Endpoints & Optimizing Output with RAG

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11 min read
Llama 3.1 Nemotron 70B - Quirks and Features

Llama 3.1 Nemotron 70B - Quirks and Features

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7 min read
RAG AI: Enhancing Customer Service with DeskDingo

RAG AI: Enhancing Customer Service with DeskDingo

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3 min read
How to Choose the Best Embedding Model for Your LLM Application

How to Choose the Best Embedding Model for Your LLM Application

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5 min read
SQLRAG: Transforming Database Interactions with Natural Language and LLMs

SQLRAG: Transforming Database Interactions with Natural Language and LLMs

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4 min read
Building a Multi-Agent Framework from Scratch with LlamaIndex

Building a Multi-Agent Framework from Scratch with LlamaIndex

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13 min read
Skepticism about Large Language Models (LLM) and ChatGPT

Skepticism about Large Language Models (LLM) and ChatGPT

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5 min read
PLANSEARCH: Improving reasoning for LLMs

PLANSEARCH: Improving reasoning for LLMs

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1 min read
Empower Your Email Routine with LLM Agents: 10X Efficiency Unlocked

Empower Your Email Routine with LLM Agents: 10X Efficiency Unlocked

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4 min read
How I Use ChatGPT To Spec Out Hardware Upgrades

How I Use ChatGPT To Spec Out Hardware Upgrades

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4 min read
Beyond boring 🙄 markdown rendering with LLMs ✨ and React ⚛️

Beyond boring 🙄 markdown rendering with LLMs ✨ and React ⚛️

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3 min read
Understanding Self-Attention and Multi-Head Attention in Deep Learning

Understanding Self-Attention and Multi-Head Attention in Deep Learning

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4 min read
Copilot, Cursor, and Tongyi Lingma: Who's Your Ultimate Coding Assistant?

Copilot, Cursor, and Tongyi Lingma: Who's Your Ultimate Coding Assistant?

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5 min read
Multi-Agent Data Analysis System to Bridge the Gap Between Domain Experts And Data Science.

Multi-Agent Data Analysis System to Bridge the Gap Between Domain Experts And Data Science.

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2 min read
How Researchers Are Teaching AI to Understand What We Really Want

How Researchers Are Teaching AI to Understand What We Really Want

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3 min read
Why I’m Excited About Microsoft’s SpreadsheetLLM

Why I’m Excited About Microsoft’s SpreadsheetLLM

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2 min read
The 2024 State of RAG Podcast 1:01:43

The 2024 State of RAG Podcast

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1 min read
RAG Explained: Generation of Embeddings

RAG Explained: Generation of Embeddings

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2 min read
How I Combine Agentic Workflow to Create SEO-Optimized Blogs

How I Combine Agentic Workflow to Create SEO-Optimized Blogs

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1 min read
GPT-2 and GPT-3: The Evolution of Language Models

GPT-2 and GPT-3: The Evolution of Language Models

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4 min read
LLM Models and RAG Applications Step-by-Step - Part III - Searching and Injecting Context

LLM Models and RAG Applications Step-by-Step - Part III - Searching and Injecting Context

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11 min read
17 Projects for Developers to Build AI Features 100x Faster 👩‍💻🔥

17 Projects for Developers to Build AI Features 100x Faster 👩‍💻🔥

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22 min read
This Title Is Already Tokenized

This Title Is Already Tokenized

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14 min read
What is RAG in AI? How It Combines Retrieval with Generation for Accurate Results

What is RAG in AI? How It Combines Retrieval with Generation for Accurate Results

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4 min read
Generative Audio

Generative Audio

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8 min read
RAG vs. Fine-Tuning: Which Is Best for Enhancing LLMs?

RAG vs. Fine-Tuning: Which Is Best for Enhancing LLMs?

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6 min read
Sample python script: using Text-Bison model via Azure OpenAI

Sample python script: using Text-Bison model via Azure OpenAI

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2 min read
Using LLMs to reduce sign-up & onboarding friction

Using LLMs to reduce sign-up & onboarding friction

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4 min read
Understanding SafeTensors: A Secure Alternative to Pickle for ML Models

Understanding SafeTensors: A Secure Alternative to Pickle for ML Models

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4 min read
Easy Writer vs Manual Writing: When Should Developers Use AI for Content Creation?

Easy Writer vs Manual Writing: When Should Developers Use AI for Content Creation?

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12 min read
The Bug That Once Stopped the World

The Bug That Once Stopped the World

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2 min read
OpenRAG: An Open-Source GenAI Application to Supercharge Data Queries with Large Language Models

OpenRAG: An Open-Source GenAI Application to Supercharge Data Queries with Large Language Models

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3 min read
How OpenAI o1 works in a simple way and why it matters for RAG and Agentic 🤯

How OpenAI o1 works in a simple way and why it matters for RAG and Agentic 🤯

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6 min read
Accelerate 1-bit LLM Inference with BitNet on WSL2 (Ubuntu)

Accelerate 1-bit LLM Inference with BitNet on WSL2 (Ubuntu)

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4 min read
How do LLMs like GPT Generate Human-Like Text?

How do LLMs like GPT Generate Human-Like Text?

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2 min read
LLM Inference using 100% Modern Java ☕️🔥

LLM Inference using 100% Modern Java ☕️🔥

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4 min read
Prove it is feasible with Google AI Studio

Prove it is feasible with Google AI Studio

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7 min read
Anomaly Detection Using Machine Learning

Anomaly Detection Using Machine Learning

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4 min read
LLM Agents: Introduction to CrewAI

LLM Agents: Introduction to CrewAI

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10 min read
How to use Llama3.2 to write daily logs in Notion based on your screen

How to use Llama3.2 to write daily logs in Notion based on your screen

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4 min read
Few Prompt Engineering Tricks

Few Prompt Engineering Tricks

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2 min read
LLM Agents with Ell - Basics

LLM Agents with Ell - Basics

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15 min read
RAG Explained: Ingestion of Data

RAG Explained: Ingestion of Data

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3 min read
Build Your Own AI Language Model with Python and NumPy

Build Your Own AI Language Model with Python and NumPy

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7 min read
Building a Multi-Turn-Assistant Application using Llama, Claude and GPT4o

Building a Multi-Turn-Assistant Application using Llama, Claude and GPT4o

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5 min read
Building an AI-Powered Equation Solver with GPT-4o, AutoGen.Net and StepWise

Building an AI-Powered Equation Solver with GPT-4o, AutoGen.Net and StepWise

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3 min read
Exploring parallelism in Large Language Models (LLMs)

Exploring parallelism in Large Language Models (LLMs)

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5 min read
Data factory for LLM video models

Data factory for LLM video models

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1 min read
De APIs a ACIs: La Próxima Evolución en la Interacción con el Software

De APIs a ACIs: La Próxima Evolución en la Interacción con el Software

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11 min read
Build an AI Agent in a Next.js app using Web AI Framework

Build an AI Agent in a Next.js app using Web AI Framework

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4 min read
Parallel Chains in LangChain

Parallel Chains in LangChain

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3 min read
GraphRAG Local Setup via Ollama: Pitfalls Prevention Guide

GraphRAG Local Setup via Ollama: Pitfalls Prevention Guide

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19 min read
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