Core AI

RAG & Vector Search

Retrieval-augmented generation, vector databases, embeddings and semantic search

5,275
lessons
Skills in this topic
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RAG Basics
beginner
Chunk documents with LangChain or LlamaIndex
Vector Stores
intermediate
Set up Pinecone, Weaviate, or pgvector
RAG Evaluation
intermediate
Run RAGAS evaluation on a RAG pipeline
Advanced RAG
advanced
Build a hybrid BM25 + dense retrieval pipeline
Videos 5,117 Reads 158
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Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233
RAG & Vector Search ⚡ AI Lesson
Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233
MLOps.community Intermediate 1y ago
Kaggle is your home for trustworthy AI resources
RAG & Vector Search
Kaggle is your home for trustworthy AI resources
Google for Developers Intermediate 1y ago
New in Chrome 125: CSS anchor positioning, Compute Pressure API, and more
RAG & Vector Search ⚡ AI Lesson
New in Chrome 125: CSS anchor positioning, Compute Pressure API, and more
Chrome for Developers Intermediate 2y ago
Lecture 4: Heat Engines and Energy Conversion Efficiency
RAG & Vector Search
Lecture 4: Heat Engines and Energy Conversion Efficiency
MIT OpenCourseWare Intermediate 2y ago
Lecture 9: Case Studies - Specific Heats and Phase Transformations
RAG & Vector Search
Lecture 9: Case Studies - Specific Heats and Phase Transformations
MIT OpenCourseWare Intermediate 2y ago
New course with Weaviate: Building Multimodal Search and RAG
RAG & Vector Search
New course with Weaviate: Building Multimodal Search and RAG
DeepLearningAI Intermediate 2y ago
How to Build ML Solutions (w/ Python Code Walkthrough)
RAG & Vector Search ⚡ AI Lesson
How to Build ML Solutions (w/ Python Code Walkthrough)
Shaw Talebi Intermediate 2y ago
Async application classes vs. functions
RAG & Vector Search ⚡ AI Lesson
Async application classes vs. functions
mCoding Intermediate 2y ago
Build an End-to-End RAG API with AWS Bedrock & Azure OpenAI
RAG & Vector Search ⚡ AI Lesson
Build an End-to-End RAG API with AWS Bedrock & Azure OpenAI
AI Anytime Intermediate 2y ago
What is Instagram Shop & how to use it
RAG & Vector Search
What is Instagram Shop & how to use it
Learn With Shopify Intermediate 2y ago
Building End To End Webloader RAG Application using Groq With DataStax and Cassio, Langchain
RAG & Vector Search
Building End To End Webloader RAG Application using Groq With DataStax and Cassio, Langchain
Krish Naik Intermediate 2y ago
How to Make Yourself Irreplaceable | Robert Greene’s Advice in 102 Minutes
RAG & Vector Search ⚡ AI Lesson
How to Make Yourself Irreplaceable | Robert Greene’s Advice in 102 Minutes
Evan Carmichael Intermediate 2y ago
The Journey from Radio DJ to Social Media Success... My Story
RAG & Vector Search ⚡ AI Lesson
The Journey from Radio DJ to Social Media Success... My Story
Professor Charley T Intermediate 2y ago
Building Generative AI Apps with Azure Cosmos DB
RAG & Vector Search
Building Generative AI Apps with Azure Cosmos DB
Microsoft Developer Intermediate 2y ago
How to Use Earl Nightingale’s One Hour Method to Make Your Mind Unstoppable
RAG & Vector Search
How to Use Earl Nightingale’s One Hour Method to Make Your Mind Unstoppable
Evan Carmichael Intermediate 2y ago
RagSys: RAG is just RecSys in Disguise // Chang She // AI in Production Lightning Talk
RAG & Vector Search
RagSys: RAG is just RecSys in Disguise // Chang She // AI in Production Lightning Talk
MLOps.community Intermediate 2y ago
Demo: Building a Gemma chatbot with Keras
RAG & Vector Search
Demo: Building a Gemma chatbot with Keras
Google for Developers Intermediate 2y ago
Explore the power of LinkedIn articles💥
RAG & Vector Search
Explore the power of LinkedIn articles💥
Adam Erhart Intermediate 2y ago
Embedding Lua in C++ Part 3: Meh... Just use Sol...
RAG & Vector Search ⚡ AI Lesson
Embedding Lua in C++ Part 3: Meh... Just use Sol...
javidx9 Intermediate 2y ago
Text Embeddings, Classification, and Semantic Search (w/ Python Code)
RAG & Vector Search
Text Embeddings, Classification, and Semantic Search (w/ Python Code)
Shaw Talebi Intermediate 2y ago
How To Deal With Imposter Syndrome
RAG & Vector Search ⚡ AI Lesson
How To Deal With Imposter Syndrome
The Futur Intermediate 2y ago
Robinhood’s first credit card is here to compete with Apple | TechCrunch Minute
RAG & Vector Search
Robinhood’s first credit card is here to compete with Apple | TechCrunch Minute
TechCrunch Intermediate 2y ago
How Salesforce Leverages AI for System Health Monitoring
RAG & Vector Search
How Salesforce Leverages AI for System Health Monitoring
Weights & Biases Intermediate 2y ago
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
RAG & Vector Search
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
Professor Charley T Intermediate 2y ago
The ins and outs of context managers and try-finally in Python
RAG & Vector Search ⚡ AI Lesson
The ins and outs of context managers and try-finally in Python
mCoding Intermediate 2y ago
Claude 3 Opus RAG Chatbot (Full Walkthrough)
RAG & Vector Search
Claude 3 Opus RAG Chatbot (Full Walkthrough)
James Briggs Intermediate 2y ago
AI Camp, Melbourne: How Carsales Uses Metaflow to move ML from prototype to production
RAG & Vector Search ⚡ AI Lesson
AI Camp, Melbourne: How Carsales Uses Metaflow to move ML from prototype to production
Outerbounds Intermediate 2y ago
What is Semantic Search? (with Elan Dekel, VP of Product at Pinecone)
RAG & Vector Search ⚡ AI Lesson
What is Semantic Search? (with Elan Dekel, VP of Product at Pinecone)
DataCamp Intermediate 2y ago
#187 The Power of Vector Databases and Semantic Search with Elan Dekel, VP of Product at Pinecone
RAG & Vector Search ⚡ AI Lesson
#187 The Power of Vector Databases and Semantic Search with Elan Dekel, VP of Product at Pinecone
DataCamp Intermediate 2y ago
We asked Googlers which cloud services they use most frequently
RAG & Vector Search
We asked Googlers which cloud services they use most frequently
Google Cloud Tech Intermediate 2y ago
Lecture 12: Case Studies - Saturation Vapor Pressure
RAG & Vector Search ⚡ AI Lesson
Lecture 12: Case Studies - Saturation Vapor Pressure
MIT OpenCourseWare Intermediate 2y ago
Lecture 23: Building Binary Phase Diagrams, Part I
RAG & Vector Search ⚡ AI Lesson
Lecture 23: Building Binary Phase Diagrams, Part I
MIT OpenCourseWare Intermediate 2y ago
Lecture 24: Building Binary Phase Diagrams, Part II
RAG & Vector Search
Lecture 24: Building Binary Phase Diagrams, Part II
MIT OpenCourseWare Intermediate 2y ago
Lecture 25: Building Binary Phase Diagrams, Part III
RAG & Vector Search ⚡ AI Lesson
Lecture 25: Building Binary Phase Diagrams, Part III
MIT OpenCourseWare Intermediate 2y ago
Lecture 26: CALPHAD - Case Studies and Guest Lecture
RAG & Vector Search ⚡ AI Lesson
Lecture 26: CALPHAD - Case Studies and Guest Lecture
MIT OpenCourseWare Intermediate 2y ago
Lecture 31: Reacting Multi-phase Systems
RAG & Vector Search ⚡ AI Lesson
Lecture 31: Reacting Multi-phase Systems
MIT OpenCourseWare Intermediate 2y ago
BELIEVE! | Evan Carmichael
RAG & Vector Search
BELIEVE! | Evan Carmichael
Evan Carmichael Intermediate 2y ago
How to STOP Planning & Start Doing
RAG & Vector Search ⚡ AI Lesson
How to STOP Planning & Start Doing
Evan Carmichael Intermediate 2y ago
This is Why Successful People Chase What Scares Them
RAG & Vector Search
This is Why Successful People Chase What Scares Them
Evan Carmichael Intermediate 2y ago
How Selena Gomez's Mindset Transformed Her Success
RAG & Vector Search
How Selena Gomez's Mindset Transformed Her Success
Evan Carmichael Intermediate 2y ago
How to Build Real Confidence by Trusting Your Confused Mind | Dr. Becky Kennedy
RAG & Vector Search ⚡ AI Lesson
How to Build Real Confidence by Trusting Your Confused Mind | Dr. Becky Kennedy
Evan Carmichael Intermediate 2y ago
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
RAG & Vector Search ⚡ AI Lesson
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
Professor Charley T Intermediate 2y ago
How to Be Proud of Yourself | EXCEED Expectations with Powerful Action!
RAG & Vector Search
How to Be Proud of Yourself | EXCEED Expectations with Powerful Action!
Evan Carmichael Intermediate 2y ago
Change Your Mindset: STOP Complaining About Challenges! How To See Them As Opportunities!
RAG & Vector Search
Change Your Mindset: STOP Complaining About Challenges! How To See Them As Opportunities!
Evan Carmichael Intermediate 2y ago
You Need This for QUALITY Friendships
RAG & Vector Search
You Need This for QUALITY Friendships
Evan Carmichael Intermediate 2y ago
The Rise of the Facebook Buyer... From Media Buyer to CMO
RAG & Vector Search
The Rise of the Facebook Buyer... From Media Buyer to CMO
Professor Charley T Intermediate 2y ago
The Rise of the Facebook Buyer... From Media Buyer to CMO
RAG & Vector Search
The Rise of the Facebook Buyer... From Media Buyer to CMO
Professor Charley T Intermediate 2y ago
How to FREE Yourself from Pain | Gabor Maté
RAG & Vector Search
How to FREE Yourself from Pain | Gabor Maté
Evan Carmichael Intermediate 2y ago
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