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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
Criando um LLM do zero com Transformers

Criando um LLM do zero com Transformers

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3 min read
Langchain — RAG — Retrieval Augmented Generation

Langchain — RAG — Retrieval Augmented Generation

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

Retrieving Original Documents via Summaries with Weaviate and LangChain

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12 min read
RAG Explained: Indexing and Vector Database

RAG Explained: Indexing and Vector Database

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2 min read
Basic Introduction to RAG using LangChain

Basic Introduction to RAG using LangChain

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3 min read
LLM GUI: Custom Python Gradio Interface

LLM GUI: Custom Python Gradio Interface

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8 min read
Run Llama 3 Locally

Run Llama 3 Locally

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2 min read
The Demise Of Human Coding, Rise Of AI, And Why It's Good For Devs Too

The Demise Of Human Coding, Rise Of AI, And Why It's Good For Devs Too

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4 min read
Unleashing the Power of AI: Running Large Language Models on Your Own Cloud Server (Digital Ocean)

Unleashing the Power of AI: Running Large Language Models on Your Own Cloud Server (Digital Ocean)

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2 min read
Comprehensive Guide to the Capabilities and Applications of Large Language Models (LLMs)

Comprehensive Guide to the Capabilities and Applications of Large Language Models (LLMs)

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12 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
Day 22: Distributed Training in Large Language Models

Day 22: Distributed Training in Large Language Models

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3 min read
Ethical Considerations in LLM Development and Deployment

Ethical Considerations in LLM Development and Deployment

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2 min read
The Surprising Benefits of Smaller Language Models

The Surprising Benefits of Smaller Language Models

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5 min read
Retrieval-Augmented Generation (RAG) in LLMs

Retrieval-Augmented Generation (RAG) in LLMs

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3 min read
RAG Explained: Generation of Embeddings

RAG Explained: Generation of Embeddings

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2 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
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
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
Think Smarter, Not Harder: Meet RAG

Think Smarter, Not Harder: Meet RAG

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6 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
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
Are LLMs Still Lost in the Middle? 46:25

Are LLMs Still Lost in the Middle?

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1 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
"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
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
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
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
RAG Explained: Ingestion of Data

RAG Explained: Ingestion of Data

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3 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
Exploring parallelism in Large Language Models (LLMs)

Exploring parallelism in Large Language Models (LLMs)

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5 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
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
Entropix: Sampling Techniques for Maximizing Inference Performance

Entropix: Sampling Techniques for Maximizing Inference Performance

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3 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
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
T5 (Text-to-Text Transfer Transformer)

T5 (Text-to-Text Transfer Transformer)

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4 min read
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
Generators in Python

Generators in Python

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5 min read
No Single LLM Can Be Trusted in Isolation

No Single LLM Can Be Trusted in Isolation

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4 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
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
Testing AI-Powered Apps: Introducing LLM Test Mate

Testing AI-Powered Apps: Introducing LLM Test Mate

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5 min read
FrugalGPT: Reducing LLM Costs & Improving Performance

FrugalGPT: Reducing LLM Costs & Improving Performance

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12 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
AIM Weekly for 07 Oct 2024

AIM Weekly for 07 Oct 2024

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4 min read
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
Ranking LLMs with Elo Ratings

Ranking LLMs with Elo Ratings

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5 min read
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