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Natural Language Processing

NLP is Natural Language Processing the technology behind Home assistants and search engines.

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🌐 The Future of Language Processing with Retrieval-Augmented Generation (RAG) 🌐

🌐 The Future of Language Processing with Retrieval-Augmented Generation (RAG) 🌐

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1 min read
Milvus Adventures November 15, 2024

Milvus Adventures November 15, 2024

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3 min read
textGrad: Automatic “Differentiation” via Text

textGrad: Automatic “Differentiation” via Text

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1 min read
Day 33 - ALBERT (A Lite BERT): Efficient Language Model

Day 33 - ALBERT (A Lite BERT): Efficient Language Model

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Day 32 - Switch Transformers: Efficient Large-Scale Models

Day 32 - Switch Transformers: Efficient Large-Scale Models

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2 min read
Introducing InsightfulAI: Open-Source Machine Learning Templates for Everyone

Introducing InsightfulAI: Open-Source Machine Learning Templates for Everyone

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Day 31: Longformer - Efficient Attention Mechanism for Long Documents

Day 31: Longformer - Efficient Attention Mechanism for Long Documents

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3 min read
Day:30 Reformer: Efficient Transformer for Large Scale Models

Day:30 Reformer: Efficient Transformer for Large Scale Models

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CommunityKG-RAG: Leveraging Community Structures in Knowledge Graph for Advanced RAG in Fact-Checking

CommunityKG-RAG: Leveraging Community Structures in Knowledge Graph for Advanced RAG in Fact-Checking

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1 min read
Day 29: Sparse Transformers: Efficient Scaling for Large Language Models

Day 29: Sparse Transformers: Efficient Scaling for Large Language Models

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PDF chat with source highlights

PDF chat with source highlights

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A Deep Dive into Artificial Intelligence

A Deep Dive into Artificial Intelligence

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Day 27: Regularization Techniques for Large Language Models (LLMs)

Day 27: Regularization Techniques for Large Language Models (LLMs)

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Day 26: Learning Rate Schedules

Day 26: Learning Rate Schedules

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Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs

Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs

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Basic Introduction to RAG using LangChain

Basic Introduction to RAG using LangChain

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Exploring ChatGPT's New Search Feature: A Powerful Tool for Real-Time Information

Exploring ChatGPT's New Search Feature: A Powerful Tool for Real-Time Information

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How AI Smart Search Delivers Contextual Results for Nonprofit Websites?

How AI Smart Search Delivers Contextual Results for Nonprofit Websites?

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Day 22: Distributed Training in Large Language Models

Day 22: Distributed Training in Large Language Models

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Ethical Considerations in LLM Development and Deployment

Ethical Considerations in LLM Development and Deployment

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Retrieval-Augmented Generation (RAG) in LLMs

Retrieval-Augmented Generation (RAG) in LLMs

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

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

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Why is it impossible to revert vector to text?

Why is it impossible to revert vector to text?

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Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate

Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate

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Discover Self-Supervised Learning for LLMs

Discover Self-Supervised Learning for LLMs

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Implementing similarity search algotithms

Implementing similarity search algotithms

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Challenges in Natural Language Processing: Overcoming the Complexities of Human Language

Challenges in Natural Language Processing: Overcoming the Complexities of Human Language

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Amazon Comprehend for Text and Document Analysis

Amazon Comprehend for Text and Document Analysis

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Exploring ELECTRA - Efficient Pre-training for Transformers

Exploring ELECTRA - Efficient Pre-training for Transformers

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A Beginner's Guide to Text Embedding Using BERT with MediaPipe

A Beginner's Guide to Text Embedding Using BERT with MediaPipe

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Criando um LLM do zero com Transformers

Criando um LLM do zero com Transformers

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10 Key Components of Artificial Intelligence

10 Key Components of Artificial Intelligence

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Natural Language Processing (NLP)

Natural Language Processing (NLP)

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I made LexioJS: a NLP library built in VanillaJS

I made LexioJS: a NLP library built in VanillaJS

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Understanding GPT-2: Unveiling the Magic of Language Generation

Understanding GPT-2: Unveiling the Magic of Language Generation

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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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From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models

From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models

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

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

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BERT: Revolutionizing Natural Language Processing

BERT: Revolutionizing Natural Language Processing

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Day 24: Gradient Accumulation

Day 24: Gradient Accumulation

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

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

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How I Build AI Agents in Seconds🤯

How I Build AI Agents in Seconds🤯

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Pure Front-End Inverted Full-Text Search

Pure Front-End Inverted Full-Text Search

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5 min read
Improve an algorithm performance step by step

Improve an algorithm performance step by step

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11 min read
T5 (Text-to-Text Transfer Transformer)

T5 (Text-to-Text Transfer Transformer)

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Few-shot Learning: Teaching AI with Minimal Data

Few-shot Learning: Teaching AI with Minimal Data

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Understanding the Attention Mechanism in Natural Language Processing

Understanding the Attention Mechanism in Natural Language Processing

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Long Short-Term Memory (LSTM) Networks

Long Short-Term Memory (LSTM) Networks

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Get News Updates automatically posted to your Discord using Supercog

Get News Updates automatically posted to your Discord using Supercog

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Building Stateful LLM Agents with LangGraph 🤖✨

Building Stateful LLM Agents with LangGraph 🤖✨

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How to Learn Generative AI: A Step-by-Step Guide

How to Learn Generative AI: A Step-by-Step Guide

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3 min read
Hi Community

Hi Community

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Fine-tuning BERT: Unlocking the Power of Pre-trained Language Models

Fine-tuning BERT: Unlocking the Power of Pre-trained Language Models

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Positional Encoding: Adding Sequence Awareness to Transformers

Positional Encoding: Adding Sequence Awareness to Transformers

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Transformer Architecture: Revolutionizing NLP

Transformer Architecture: Revolutionizing NLP

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Seamlessly Create Jira Issues from GitHub Using Natural Language and Supercog

Seamlessly Create Jira Issues from GitHub Using Natural Language and Supercog

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RNN - Recurrent Neural Network

RNN - Recurrent Neural Network

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4 min read
Learn How to Build AI Agents & Chatbots with LangGraph!

Learn How to Build AI Agents & Chatbots with LangGraph!

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