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Retrieval-Augmented Generation (RAG) in LLMs

Retrieval-Augmented Generation (RAG) in LLMs

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3 min read
Best Practices for Choosing an LLM for AI Applications

Best Practices for Choosing an LLM for AI Applications

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2 min read
Building Enterprise-Level Agent Systems: Core Component Design and Optimization

Building Enterprise-Level Agent Systems: Core Component Design and Optimization

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5 min read
Building Enterprise Agent Systems: Core Component Design and Optimization

Building Enterprise Agent Systems: Core Component Design and Optimization

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4 min read
ReAct vs Plan-and-Execute: A Practical Comparison of LLM Agent Patterns

ReAct vs Plan-and-Execute: A Practical Comparison of LLM Agent Patterns

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4 min read
Exploring the Exciting Possibilities of NVIDIA Megatron LM: A Fun and Friendly Code Walkthrough with PyTorch & NVIDIA Apex!

Exploring the Exciting Possibilities of NVIDIA Megatron LM: A Fun and Friendly Code Walkthrough with PyTorch & NVIDIA Apex!

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5 min read
Building Reliable LLM Chain Architecture: From Fundamentals to Practice

Building Reliable LLM Chain Architecture: From Fundamentals to Practice

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3 min read
Building a Cost-Effective Multi-Model System: GPT-4 + GPT-3.5 Implementation Guide

Building a Cost-Effective Multi-Model System: GPT-4 + GPT-3.5 Implementation Guide

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3 min read
Data Flow in LLM Applications: Building Reliable Context Management Systems

Data Flow in LLM Applications: Building Reliable Context Management Systems

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2 min read
LLM Parallel Processing in Practice: Key Techniques for Performance Enhancement

LLM Parallel Processing in Practice: Key Techniques for Performance Enhancement

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3 min read
Building Intelligent LLM Applications with Conditional Chains - A Deep Dive

Building Intelligent LLM Applications with Conditional Chains - A Deep Dive

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3 min read
Think Smarter, Not Harder: Meet RAG

Think Smarter, Not Harder: Meet RAG

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6 min read
Day 28: Model Compression Techniques for Large Language Models (LLMs)

Day 28: Model Compression Techniques for Large Language Models (LLMs)

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2 min read
How to build a RAG model from scratch?

How to build a RAG model from scratch?

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6 min read
🛡️ Building Safe and Responsible AI with Amazon Bedrock Guardrails 🛡️

🛡️ Building Safe and Responsible AI with Amazon Bedrock Guardrails 🛡️

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3 min read
Why you shouldn't Train your LLM from Scratch

Why you shouldn't Train your LLM from Scratch

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5 min read
AIM Weekly for 04Nov2024

AIM Weekly for 04Nov2024

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5 min read
"The Godfather of AI" Wins the Nobel Prize in Physics | What Magic Does the Neural Network Exactly Have?

"The Godfather of AI" Wins the Nobel Prize in Physics | What Magic Does the Neural Network Exactly Have?

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7 min read
Can AI Truly Reason, or Is It Just Guesswork? A Deep Dive into LLM Limitations

Can AI Truly Reason, or Is It Just Guesswork? A Deep Dive into LLM Limitations

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5 min read
Langchain — RAG — Retrieval Augmented Generation

Langchain — RAG — Retrieval Augmented Generation

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3 min read
How Ragie Outperformed the FinanceBench Test

How Ragie Outperformed the FinanceBench Test

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4 min read
Resumindo vídeos do Youtube com auxílio de LLM's

Resumindo vídeos do Youtube com auxílio de LLM's

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9 min read
Discover Self-Supervised Learning for LLMs

Discover Self-Supervised Learning for LLMs

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14 min read
Spanish Government Embraces ChatGPT: A Leap into AI-Powered Services

Spanish Government Embraces ChatGPT: A Leap into AI-Powered Services

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2 min read
Reasoning LLMs Outperform Standard LLMs?

Reasoning LLMs Outperform Standard LLMs?

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7 min read
LLMs are NOT the product

LLMs are NOT the product

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3 min read
Exploring ELECTRA - Efficient Pre-training for Transformers

Exploring ELECTRA - Efficient Pre-training for Transformers

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4 min read
How to Consistently Retrieve Valid JSON from Claude 3.5 in Go

How to Consistently Retrieve Valid JSON from Claude 3.5 in Go

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5 min read
ChatGPT is my first mentor

ChatGPT is my first mentor

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How ChatGPT saves GPU time? The Concept of Model Distillation

How ChatGPT saves GPU time? The Concept of Model Distillation

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7 min read
Mind Your Manners: How Politeness Can Make AI Smarter

Mind Your Manners: How Politeness Can Make AI Smarter

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Generators in Python

Generators in Python

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How I Cloned Myself with LLMs to Work 24/7 – Even While I Sleep

How I Cloned Myself with LLMs to Work 24/7 – Even While I Sleep

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6 min read
Using Hugging Face Models in Google Colab: A Beginner's Guide

Using Hugging Face Models in Google Colab: A Beginner's Guide

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No Single LLM Can Be Trusted in Isolation

No Single LLM Can Be Trusted in Isolation

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4 min read
Criando um LLM do zero com Transformers

Criando um LLM do zero com Transformers

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3 min read
10 AI Agents Types

10 AI Agents Types

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2 min read
How to Deploy Your Rig App on AWS Lambda: A Step-by-Step Guide

How to Deploy Your Rig App on AWS Lambda: A Step-by-Step Guide

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9 min read
Artificial Learners, Not Artificial Intelligence: Why Bigger Data Isn't Enough

Artificial Learners, Not Artificial Intelligence: Why Bigger Data Isn't Enough

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4 min read
Concurrency and Parallelism in Python

Concurrency and Parallelism in Python

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4 min read
AI Runner 3.0

AI Runner 3.0

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1 min read
Fine Tuning LLMs: Training with Cloud Resources

Fine Tuning LLMs: Training with Cloud Resources

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6 min read
FrugalGPT: Reducing LLM Costs & Improving Performance

FrugalGPT: Reducing LLM Costs & Improving Performance

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12 min read
Utilizing Generative AI with Python

Utilizing Generative AI with Python

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6 min read
⭐️ Decoding OpenAI Evals

⭐️ Decoding OpenAI Evals

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10 min read
New eng ep. on Building Jam! How we're building AI features 🎧

New eng ep. on Building Jam! How we're building AI features 🎧

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1 min read
Rethinking AI Interaction: OpenAI's Canvas and the Future of User Engagement

Rethinking AI Interaction: OpenAI's Canvas and the Future of User Engagement

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4 min read
How I used an OpenSource LLM in Wordpress

How I used an OpenSource LLM in Wordpress

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3 min read
📚 Download My DevOps and LLMOps Books for Free!📚

📚 Download My DevOps and LLMOps Books for Free!📚

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1 min read
AIM Weekly for 07 Oct 2024

AIM Weekly for 07 Oct 2024

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Day 14 of GPT: Deep Dive into Generative Pre-trained Transformers

Day 14 of GPT: Deep Dive into Generative Pre-trained Transformers

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3 min read
New Feature for caching LLM response with redis instance

New Feature for caching LLM response with redis instance

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2 min read
Efficient Blog Cover Image Generation with CoCover for VS Code

Efficient Blog Cover Image Generation with CoCover for VS Code

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Ranking LLMs with Elo Ratings

Ranking LLMs with Elo Ratings

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5 min read
Day: 25 Optimizer Algorithms for Large Language Models (LLMs)

Day: 25 Optimizer Algorithms for Large Language Models (LLMs)

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3 min read
Are LLMs Still Lost in the Middle? 46:25

Are LLMs Still Lost in the Middle?

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BERT: Revolutionizing Natural Language Processing

BERT: Revolutionizing Natural Language Processing

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3 min read
Day 24: Gradient Accumulation

Day 24: Gradient Accumulation

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2 min read
Serverless LLM Chatbot Using Your Custom Data - built with Langtail and Qdrant

Serverless LLM Chatbot Using Your Custom Data - built with Langtail and Qdrant

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5 min read
Retrieving Original Documents via Summaries with Weaviate and LangChain

Retrieving Original Documents via Summaries with Weaviate and LangChain

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