Канал: Yujian Tang

Real-world Data Prep for LLMs: Challenges and Solutions

Real-world Data Prep for LLMs: Challenges and Solutions

Llama 3.1 vs Llama 3 for RAG performance on Unstructured Data

Llama 3.1 vs Llama 3 for RAG performance on Unstructured Data

Graph RAG Demo

Graph RAG Demo

Make RAG better with Graphs

Make RAG better with Graphs

What is RAG? Explained by Jason Koo

What is RAG? Explained by Jason Koo

Everything You Need to Know about Graph RAG

Everything You Need to Know about Graph RAG

Graph RAG with Where's Waldo

Graph RAG with Where's Waldo

How to Create Breakthroughs in Data Management

How to Create Breakthroughs in Data Management

The CEO of a Vector DB Company Speaks on the Future of AI

The CEO of a Vector DB Company Speaks on the Future of AI

How LanceDB tackles CAP Theorem

How LanceDB tackles CAP Theorem

An innovative database changing the whole AI field : the idea behind LanceDB

An innovative database changing the whole AI field : the idea behind LanceDB

Awesome AI Dev Tools by OSS4AI - July

Awesome AI Dev Tools by OSS4AI - July

Building LLM Evals That Work IRL

Building LLM Evals That Work IRL

Manage, Visualize and Search Video Data on Your Laptop

Manage, Visualize and Search Video Data on Your Laptop

A Database for Multimodal AI,

A Database for Multimodal AI,

Matrix Multiplication Free LLMs

Matrix Multiplication Free LLMs

Make Your RAG Workflow "WOW" with Weaviate and Generative Feedback Loops

Make Your RAG Workflow "WOW" with Weaviate and Generative Feedback Loops

An Overview of the LLM App Stack Landscape

An Overview of the LLM App Stack Landscape

Accelerating LLM Workflows with NVIDIA and Open-Source Integrations

Accelerating LLM Workflows with NVIDIA and Open-Source Integrations

Multimodal RAG - 2024 Mid Year Gen AI Zoo

Multimodal RAG - 2024 Mid Year Gen AI Zoo

Privacy-preserving augmented RAG approach

Privacy-preserving augmented RAG approach

Evaluating Different RAG Approaches

Evaluating Different RAG Approaches

Building Workflows with Function Calling LLMs

Building Workflows with Function Calling LLMs

Rapid Retrieval: Architecting Real-Time RAG

Rapid Retrieval: Architecting Real-Time RAG

Creating Aligned, Domain-Specific Evals

Creating Aligned, Domain-Specific Evals

2024 Mid Year GenAI Zoo

2024 Mid Year GenAI Zoo

Hands on RAG: An Agentic Approach

Hands on RAG: An Agentic Approach

Tuesday Tech Talks: Applied AI in Construction and Telecom

Tuesday Tech Talks: Applied AI in Construction and Telecom

Hands on RAG: Going Multimodal

Hands on RAG: Going Multimodal

SF AI Dev Tools Meetup June 17th

SF AI Dev Tools Meetup June 17th

Hands on RAG: Improving RAG

Hands on RAG: Improving RAG

Tuesday Tech Talks: Multimodal Search for Generative AI

Tuesday Tech Talks: Multimodal Search for Generative AI

Hands On RAG: The Basics

Hands On RAG: The Basics

Tuesday Tech Talks: Graph Based RAG with Demo

Tuesday Tech Talks: Graph Based RAG with Demo

Tuesday Tech Talks: the Foundations for Multimodal AI

Tuesday Tech Talks: the Foundations for Multimodal AI

Lightning Intro to Mark Huang

Lightning Intro to Mark Huang

Why Did Gradient AI Fine Tune Llama 3?

Why Did Gradient AI Fine Tune Llama 3?

Intro to Gradient AI

Intro to Gradient AI

How Does Fine Tuning to Extend Context Windows and Function Calling work?

How Does Fine Tuning to Extend Context Windows and Function Calling work?

Awesome AI Dev Tools - May ft Alluxio, DVC.ai

Awesome AI Dev Tools - May ft Alluxio, DVC.ai

1 Million Context Window Llama 3 Fine Tune

1 Million Context Window Llama 3 Fine Tune

How to Evaluate LLM Applications

How to Evaluate LLM Applications

Gen AI on Enterprise Cloud

Gen AI on Enterprise Cloud

Real RAG: Reranking with Haystack and Milvus

Real RAG: Reranking with Haystack and Milvus

GenAI, Vector Databases, and ... .NET?

GenAI, Vector Databases, and ... .NET?

Exploring and Understanding Multimodal Embeddings

Exploring and Understanding Multimodal Embeddings

Jerry Liu on AI and LlamaIndex in 2024

Jerry Liu on AI and LlamaIndex in 2024

How does GPT work?

How does GPT work?

intro to vector embeddings

intro to vector embeddings

When to use an open source vs cloud managed vector database

When to use an open source vs cloud managed vector database

Perceptrons in 30 seconds

Perceptrons in 30 seconds

Create a Jasper AI/Copy AI Clone Part 5 - Generate Article

Create a Jasper AI/Copy AI Clone Part 5 - Generate Article

Create Your Own Jasper AI/Copy AI Clone Part 6 - Put Online

Create Your Own Jasper AI/Copy AI Clone Part 6 - Put Online

Create Your Own Jasper AI/Copy AI Clone Part 4 - Generate Talking Points

Create Your Own Jasper AI/Copy AI Clone Part 4 - Generate Talking Points

Create a Jasper AI/Copy AI Clone Part 2 - Generate Outline

Create a Jasper AI/Copy AI Clone Part 2 - Generate Outline

Create Your Own Jasper AI/Copy AI Clone Part 3 - Clean Up Headers

Create Your Own Jasper AI/Copy AI Clone Part 3 - Clean Up Headers

Create a Jasper AI/Copy AI Clone Part 1 - Creating the Class Skeleton

Create a Jasper AI/Copy AI Clone Part 1 - Creating the Class Skeleton

Build and Train a PyTorch LSTM in Under 100 Lines of Code

Build and Train a PyTorch LSTM in Under 100 Lines of Code

How to Optimize an RNN in PyTorch (~20% to over 80% accuracy)

How to Optimize an RNN in PyTorch (~20% to over 80% accuracy)

First Attempt to Make an RNN Work on Fashion MNIST - Trials and Tribulations

First Attempt to Make an RNN Work on Fashion MNIST - Trials and Tribulations

Learn How to Use GPT3 and DALLE2 as an API with Me

Learn How to Use GPT3 and DALLE2 as an API with Me

DO NOT DO HYPERPARAMETER TUNING ON CPUs

DO NOT DO HYPERPARAMETER TUNING ON CPUs

Hands on Exploration of Scikit-Learn's KFold Functionality

Hands on Exploration of Scikit-Learn's KFold Functionality

Learn PyTorch with an ex Amazon SDE: KFold Validation for a CNN on the Fashion MNIST dataaset

Learn PyTorch with an ex Amazon SDE: KFold Validation for a CNN on the Fashion MNIST dataaset

Understanding MaxPool2D and Batching with an Amazon SDE

Understanding MaxPool2D and Batching with an Amazon SDE

Exploring PyTorch CNN with an ex Amazon SDE MaxPool2D Exploration w/ Weird Behavior

Exploring PyTorch CNN with an ex Amazon SDE MaxPool2D Exploration w/ Weird Behavior

Applications of AI and AI Infrastructure Day 2

Applications of AI and AI Infrastructure Day 2

Applications of AI and AI Infrastructure, Day 1

Applications of AI and AI Infrastructure, Day 1

First Time Building a CNN from Scratch in PyTorch (Lots of errors and debugging)

First Time Building a CNN from Scratch in PyTorch (Lots of errors and debugging)

Learn PyTorch with a FAANG Engineer Part 4: Training the Neural Network

Learn PyTorch with a FAANG Engineer Part 4: Training the Neural Network

Learn PyTorch with an Ex Amazon Software Engineer Part 3 - Exploring PyTorch AutoGrad

Learn PyTorch with an Ex Amazon Software Engineer Part 3 - Exploring PyTorch AutoGrad

Learn PyTorch w/ an Amazon SDE - Exploring a Dataset

Learn PyTorch w/ an Amazon SDE - Exploring a Dataset

Creating Viral Content: Behind the Scenes with Yujian Tang and Kristen Kehrer

Creating Viral Content: Behind the Scenes with Yujian Tang and Kristen Kehrer

Build a Neural Network with an ex Amazon SDE - Part 1

Build a Neural Network with an ex Amazon SDE - Part 1

Deploy a Flask App to Production with an Amazon SDE

Deploy a Flask App to Production with an Amazon SDE

Learn Flask Live with an Ex Amazon SDE - Part 8, Finishing Tests

Learn Flask Live with an Ex Amazon SDE - Part 8, Finishing Tests

Learn Programming Live with an Amazon SDE - Part 7 (Packaging + Some Unit Tests)

Learn Programming Live with an Amazon SDE - Part 7 (Packaging + Some Unit Tests)

Learn Flask with an Amazon SDE - More Blog Functionality and Pages

Learn Flask with an Amazon SDE - More Blog Functionality and Pages

Learn to Code with an Amazon SDE Flask Blog Functionality and Pages

Learn to Code with an Amazon SDE Flask Blog Functionality and Pages

Creating a Flask Blog with an Ex Amazon Software Engineer - CSS Styling

Creating a Flask Blog with an Ex Amazon Software Engineer - CSS Styling

Learn Flask User Management Template (HTML) Creation with a Former Amazon SDE

Learn Flask User Management Template (HTML) Creation with a Former Amazon SDE

Learn Flask User Authentication with an Ex-Amazon SDE

Learn Flask User Authentication with an Ex-Amazon SDE

Learn to Create a Basic Flask App with an Ex Amazon SDE

Learn to Create a Basic Flask App with an Ex Amazon SDE

How to Create an AI Content Moderator (All 3 Parts)

How to Create an AI Content Moderator (All 3 Parts)

AI Content Moderator Part 2 - Moderating Content via Keywords and The Text API

AI Content Moderator Part 2 - Moderating Content via Keywords and The Text API

Create an AI Content Moderator Part 1 - Scrape All the Text from a Webpage

Create an AI Content Moderator Part 1 - Scrape All the Text from a Webpage

AI Content Moderator Part 3 - Orchestration

AI Content Moderator Part 3 - Orchestration

Super Simple Python: Get the Word Count of a Text

Super Simple Python: Get the Word Count of a Text

Super Simple Python: Two Ways to Find Least Common Multiple

Super Simple Python: Two Ways to Find Least Common Multiple

Super Simple Python: Two Ways to Get the Greatest Common Denominator

Super Simple Python: Two Ways to Get the Greatest Common Denominator

Super Simple Python: Prime Factorization

Super Simple Python: Prime Factorization

Super Simple Python: Check if a Number is Square

Super Simple Python: Check if a Number is Square

Super Simple Python: The Perfect Introduction (Featuring Inigo Montoya)

Super Simple Python: The Perfect Introduction (Featuring Inigo Montoya)

Super Simple Python: Generate a Deck of Cards

Super Simple Python: Generate a Deck of Cards

Watch a Professional Software Engineer Learn PyQT and Build a High Low Guessing Game In It

Watch a Professional Software Engineer Learn PyQT and Build a High Low Guessing Game In It

Super Simple Python: Unit Convertor

Super Simple Python: Unit Convertor

Super Simple Python: Plotting a Random Dataset

Super Simple Python: Plotting a Random Dataset

Super Simple Python: Hangman

Super Simple Python: Hangman

Super Simple Python: Simple Calculator

Super Simple Python: Simple Calculator

Super Simple Python: Password Generator

Super Simple Python: Password Generator

Super Simple Python: Send an Email (with Attachment)

Super Simple Python: Send an Email (with Attachment)

Super Simple Python: Dice Roll Simulator

Super Simple Python: Dice Roll Simulator

Super Simple Python: High Low Guessing Game

Super Simple Python: High Low Guessing Game

Super Simple Python: Rock Paper Scissors

Super Simple Python: Rock Paper Scissors

Super Simple Python: Create Your Own Contacts List

Super Simple Python: Create Your Own Contacts List

Super Simple Python: Random Number Generator

Super Simple Python: Random Number Generator

Watch a professional software engineer live code a web scraper

Watch a professional software engineer live code a web scraper

Image Compression in Under 20 lines of Python with PCA featuring Taylor Swift

Image Compression in Under 20 lines of Python with PCA featuring Taylor Swift

Introduction to Machine Learning: K Nearest Neighbors

Introduction to Machine Learning: K Nearest Neighbors

Introduction to Machine Learning: K Means

Introduction to Machine Learning: K Means

Ask AI: Do More Polarizing YouTube Video Titles Get More Views per Day?

Ask AI: Do More Polarizing YouTube Video Titles Get More Views per Day?

What are the Most Common Phrases on YouTube's Front Page?

What are the Most Common Phrases on YouTube's Front Page?

Algorithms and Data Structures - Recursive Tree Traversal (DFS)

Algorithms and Data Structures - Recursive Tree Traversal (DFS)

Introduction to Classes in Python

Introduction to Classes in Python

How to Use Git

How to Use Git

Interview with Cleveland Chapter Lead of the Citizens Climate Lobby, Torrey McMillan

Interview with Cleveland Chapter Lead of the Citizens Climate Lobby, Torrey McMillan

Greening the supply chain - Piotr Konopka

Greening the supply chain - Piotr Konopka

What Can You Do (Locally) To Be More Sustainable? Kris Tesar

What Can You Do (Locally) To Be More Sustainable? Kris Tesar

UIC's approach to sustainability at a student level with Matthew Almendras

UIC's approach to sustainability at a student level with Matthew Almendras

Spotlight on Environmental and Climate Activism - UIC Bhagya Galkissa-Dewage

Spotlight on Environmental and Climate Activism - UIC Bhagya Galkissa-Dewage

What is the Millennial Action Plan and Why Do We Need More Millennials In Politics?

What is the Millennial Action Plan and Why Do We Need More Millennials In Politics?

How Solar Energy Became Cheap and What To Do Next

How Solar Energy Became Cheap and What To Do Next

How to Reduce Our Carbon Footprint by 100,000 Tons a Day by 2030 - Fargo, ND feat Rep Ruth Buffalo

How to Reduce Our Carbon Footprint by 100,000 Tons a Day by 2030 - Fargo, ND feat Rep Ruth Buffalo

How to Reduce Our Carbon Footprint by 100000 Tons a Day by 2030 - Fargo, ND feat Ambrosia Yellowbird

How to Reduce Our Carbon Footprint by 100000 Tons a Day by 2030 - Fargo, ND feat Ambrosia Yellowbird

How to use Assembly AI to extract sentences and paragraphs from a YouTube video

How to use Assembly AI to extract sentences and paragraphs from a YouTube video

Responsible AI - Dr. Teresa Escrig

Responsible AI - Dr. Teresa Escrig

Finding a CTO

Finding a CTO

Building Software Products - High Level

Building Software Products - High Level

How to go from 0 to Revenue for your business

How to go from 0 to Revenue for your business

Modular Arithmetic Simplified

Modular Arithmetic Simplified

Shoelace Introduction

Shoelace Introduction

Recognizing Sticks + Stones problems

Recognizing Sticks + Stones problems