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Weaviate vector database
How to choose an embedding model

How do you chose the best embedding model for your use case? (and how do they even work, anyways?) - Learn more in this ...

4:04
How to choose an embedding model

23,504 views

10 months ago

IBM Technology
What are Word Embeddings?

Want to play with the technology yourself? Explore our interactive demo → https://ibm.biz/BdKet3 Learn more about the ...

8:38
What are Word Embeddings?

180,838 views

1 year ago

Redis
What is an embedding model?

Everyone's talking about embedding models lately—but what do they actually do, and why does it matter? In this video ...

4:17
What is an embedding model?

5,229 views

6 months ago

Google for Developers
Machine Learning Crash Course: Embeddings

An embedding translates large feature vectors into a lower-dimensional space that encodes meaningful relationships between ...

2:37
Machine Learning Crash Course: Embeddings

50,209 views

1 year ago

AssemblyAI
Vector Databases simply explained! (Embeddings & Indexes)

Vector Databases simply explained. Learn what vector databases and vector embeddings are and how they work. Then I'll go ...

4:23
Vector Databases simply explained! (Embeddings & Indexes)

599,272 views

2 years ago

Weaviate vector database
Embedding model evaluation & selection guide

Selecting the right embedding model can make or break your AI application's performance. In this guide, JP from Weaviate walks ...

6:29
Embedding model evaluation & selection guide

3,080 views

7 months ago

Under The Hood
What Are Word Embeddings?

word2vec #llm Converting text into numbers is the first step in training any machine learning model for NLP tasks. While one-hot ...

19:33
What Are Word Embeddings?

54,945 views

10 months ago

People also watched

IBM Technology
RAG vs Fine-Tuning vs Prompt Engineering: Optimizing AI Models

Ready to become a certified watsonx AI Assistant Engineer? Register now and use code IBMTechYT20 for 20% off of your exam ...

13:10
RAG vs Fine-Tuning vs Prompt Engineering: Optimizing AI Models

506,458 views

8 months ago

Rajistics - data science, AI, and machine learning
RAG Retrieval Deep Dive: BM25, Embeddings, and the Power of Agentic Search

... Your RAG Project 8:52 - Retrieval Method 1: BM25 (Lexical Search) 12:24 - Retrieval Method 2: Embedding Models (Semantic ...

42:12
RAG Retrieval Deep Dive: BM25, Embeddings, and the Power of Agentic Search

1,511 views

2 months ago

IBM Technology
What Are Vision Language Models? How AI Sees & Understands Images

Ready to become a certified watsonx AI Assistant Engineer? Register now and use code IBMTechYT20 for 20% off of your exam ...

9:48
What Are Vision Language Models? How AI Sees & Understands Images

84,148 views

7 months ago

KodeKloud
RAG Explained For Beginners

Access Black Friday Sale(Up To 50% OFF): https://kode.wiki/4oJUEZ5 Try RAG Hands-On Labs for Free ...

10:09
RAG Explained For Beginners

281,231 views

4 months ago

Parlons IA avec Louis-François Bouchard
RAG et LLM : Comprendre les Embeddings et la Recherche Sémantique

Consultez ma nouvelle formation vidéo sur l'IA de 10 heures: https://www.louisbouchard.ca/formation-ia-de-10-heures ▻Lire ...

9:16
RAG et LLM : Comprendre les Embeddings et la Recherche Sémantique

6,798 views

1 year ago

Adrian Twarog
OpenAI Embeddings and Vector Databases Crash Course

Embeddings and Vectors are a great way of storing and retrieving information for use with AI services. OpenAI provides a great ...

18:41
OpenAI Embeddings and Vector Databases Crash Course

674,150 views

2 years ago

Adam Lucek
Improving RAG Retrieval by 60% with Fine-Tuned Embeddings

... Paper: https://arxiv.org/pdf/2205.13147 Chapters: 00:00 - Why Care About Embedding Models 02:41 - Setting the Scene 04:33 ...

30:12
Improving RAG Retrieval by 60% with Fine-Tuned Embeddings

22,270 views

10 months ago

Case Done by AI
Open WebUI, RAG, Knowledge, Sentence Transformers, Embeddings models, Re-ranking models

Explore Open WebUI's Knowledge for RAG (Retrieval Augmented Generation) and how to configure embedding and reranking ...

16:37
Open WebUI, RAG, Knowledge, Sentence Transformers, Embeddings models, Re-ranking models

29,031 views

1 year ago

Yannic Kilcher
[Paper Analysis] On the Theoretical Limitations of Embedding-Based Retrieval (Warning: Rant)

Our work shows the limits of embedding models under the existing single vector paradigm and calls for future research to develop ...

48:57
[Paper Analysis] On the Theoretical Limitations of Embedding-Based Retrieval (Warning: Rant)

33,156 views

2 months ago

Anthony Shaw
Generative AI Simplified - tokens, embeddings, vectors and similarity search

... AI like Open AI you'll need to know what tokens are, how to work with them and what vectors mean in embedding models.

17:48
Generative AI Simplified - tokens, embeddings, vectors and similarity search

6,370 views

1 year ago

Matt Williams
7. Embeddings in Depth - Part of the Ollama Course

... and use embeddings with Ollama's API - A practical comparison of different embedding models, including: - nomic-embed-text ...

10:27
7. Embeddings in Depth - Part of the Ollama Course

32,290 views

1 year ago

Adam Lucek
400x Faster Embeddings!  - Static & Distilled Embedding Models

To try everything Brilliant has to offer—free—for a full 30 days, visit https://brilliant.org/AdamLucek/ You'll also get 20% off an ...

36:33
400x Faster Embeddings! - Static & Distilled Embedding Models

6,943 views

7 months ago

Google for Developers
Introducing EmbeddingGemma: The Best-in-Class Open Model for On-Device Embeddings

Discover EmbeddingGemma, a state-of-the-art 308 million parameter text embedding model designed to power generative AI ...

4:13
Introducing EmbeddingGemma: The Best-in-Class Open Model for On-Device Embeddings

115,320 views

3 months ago

Fireship
Vector databases are so hot right now. WTF are they?

Vector databases are rapidly growing in popularity as a way to add long-term memory to LLMs like GPT-4, LLaMDA, and LLaMA.

3:22
Vector databases are so hot right now. WTF are they?

1,087,948 views

2 years ago

Colin Talks Tech
A Beginner's Guide to Vector Embeddings

A high level primer on vectors, vector embeddings and vector databases. References covered in this video: What are Vector ...

8:29
A Beginner's Guide to Vector Embeddings

79,903 views

2 years ago

Cooper Codes
OpenAI Embeddings Explained in 5 Minutes

Join my learning platform for module based courses, learning exercises, and more: https://coderprep.com/ Embeddings are a ...

5:12
OpenAI Embeddings Explained in 5 Minutes

36,276 views

2 years ago

StatQuest with Josh Starmer
Word Embedding and Word2Vec, Clearly Explained!!!

Words are great, but if we want to use them as input to a neural network, we have to convert them to numbers. One of the most ...

16:12
Word Embedding and Word2Vec, Clearly Explained!!!

515,146 views

2 years ago

Computerphile
Vectoring Words (Word Embeddings) - Computerphile

How do you represent a word in AI? Rob Miles reveals how words can be formed from multi-dimensional vectors - with some ...

16:56
Vectoring Words (Word Embeddings) - Computerphile

322,036 views

6 years ago

freeCodeCamp.org
Vector Embeddings Tutorial – Code Your Own AI Assistant with GPT-4 API + LangChain + NLP

Learn about vector embeddings and how to use them in your machine learning and artificial intelligence projects. Learn how to ...

36:23
Vector Embeddings Tutorial – Code Your Own AI Assistant with GPT-4 API + LangChain + NLP

290,939 views

2 years ago

Google Cloud Tech
What are text embeddings?

Code lab → https://goo.gle/48fmoxj Vector embeddings → https://goo.gle/3Y0XNY6 This video explores the world of embeddings ...

4:48
What are text embeddings?

24,071 views

1 year ago

Prompt Engineering
The Only Embedding Model You Need for RAG

I walk you through a single, multimodal embedding model that handles text, images, tables —and even code —inside one vector ...

13:52
The Only Embedding Model You Need for RAG

36,199 views

5 months ago

Shaw Talebi
Fine-Tuning Text Embeddings For Domain-specific Search (w/ Python)

Get 30 (free) AI project ideas: https://30aiprojects.com/ In this video, I walk through how to fine-tune a text embedding model for ...

21:34
Fine-Tuning Text Embeddings For Domain-specific Search (w/ Python)

17,423 views

11 months ago