Core AI

RAG & Vector Search

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

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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
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Lecture 6: Thermionic power conversion
RAG & Vector Search
Lecture 6: Thermionic power conversion
MIT OpenCourseWare Intermediate 2y ago
Lecture 8: Radiative heat transfer
RAG & Vector Search
Lecture 8: Radiative heat transfer
MIT OpenCourseWare Intermediate 2y ago
NEW Pinecone Assistant
RAG & Vector Search
NEW Pinecone Assistant
James Briggs Intermediate 2y ago
Are headphones destroying our hearing?
RAG & Vector Search
Are headphones destroying our hearing?
Vox Intermediate 2y ago
AI Big Bang and the road ahead - Trends you need to know! #generativeai #llma #vectordatabases
RAG & Vector Search ⚡ AI Lesson
AI Big Bang and the road ahead - Trends you need to know! #generativeai #llma #vectordatabases
Data Science Dojo Intermediate 2y ago
Multimodal Retrieval-Augmented Generation (RAG) at Google I/O 2024
RAG & Vector Search
Multimodal Retrieval-Augmented Generation (RAG) at Google I/O 2024
Google for Developers Intermediate 2y ago
Supercharging RAG with Generative Feedback Loops from Weaviate
RAG & Vector Search
Supercharging RAG with Generative Feedback Loops from Weaviate
AI Coffee Break with Letitia Intermediate 2y ago
Dragon: AI Is Taking Over - How To Not Get Left Behind (Piers Linney) - FH EP.10
RAG & Vector Search ⚡ AI Lesson
Dragon: AI Is Taking Over - How To Not Get Left Behind (Piers Linney) - FH EP.10
HelpBnk Intermediate 2y ago
Customers Turn their SAP Data into Business Innovation with AI-Powered Analytics on Google Cloud
RAG & Vector Search
Customers Turn their SAP Data into Business Innovation with AI-Powered Analytics on Google Cloud
Google Cloud Intermediate 2y ago
Embedding NERC Compliance into Operations
RAG & Vector Search
Embedding NERC Compliance into Operations
ScottMadden, Inc. Intermediate 2y ago
Python AI Agent Tutorial - Build a Coding Assistant w/ RAG & LangChain
RAG & Vector Search ⚡ AI Lesson
Python AI Agent Tutorial - Build a Coding Assistant w/ RAG & LangChain
Tech With Tim Intermediate 2y ago
Bob van Luijt on Secrets Behind Building A Multi-Million Business | Episode 03 Part I
RAG & Vector Search ⚡ AI Lesson
Bob van Luijt on Secrets Behind Building A Multi-Million Business | Episode 03 Part I
Data Science Dojo Intermediate 2y ago
Advanced RAG with Azure AI Search - top questions answered | BRK100
RAG & Vector Search
Advanced RAG with Azure AI Search - top questions answered | BRK100
Microsoft Developer Intermediate 2y ago
The Intersection of Graphs and Large Language Models // Anthony Alcaraz // AI in Production
RAG & Vector Search ⚡ AI Lesson
The Intersection of Graphs and Large Language Models // Anthony Alcaraz // AI in Production
MLOps.community Intermediate 2y ago
Build your own advanced AI solutions on Azure Databricks | OD541
RAG & Vector Search
Build your own advanced AI solutions on Azure Databricks | OD541
Microsoft Developer Intermediate 2y ago
I Removed Tons of Ads and Earnings Did WHAT?!
RAG & Vector Search
I Removed Tons of Ads and Earnings Did WHAT?!
Income School Intermediate 2y ago
How to Turn Challenges into Opportunities | Mindset and Business Mastery in 61 Minutes
RAG & Vector Search ⚡ AI Lesson
How to Turn Challenges into Opportunities | Mindset and Business Mastery in 61 Minutes
Evan Carmichael Intermediate 2y ago
Demo: Private RAG with local Mistral 7b LLM and Weaviate on K8s
RAG & Vector Search
Demo: Private RAG with local Mistral 7b LLM and Weaviate on K8s
Samos123 Intermediate 2y ago
Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233
RAG & Vector Search ⚡ AI Lesson
Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233
MLOps.community 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
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
Hello KI - Die Welt der Embeddings und Neuronale Netzwerke
RAG & Vector Search
Hello KI - Die Welt der Embeddings und Neuronale Netzwerke
Coding Club Linz 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
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
Lecture 7: Photovoltaic cells
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Photovoltaic cells
MIT OpenCourseWare Intermediate 2y ago
Lesson 9 Part 1
RAG & Vector Search
Lesson 9 Part 1
MIT OpenCourseWare Intermediate 2y ago
Lesson 10 Part 2
RAG & Vector Search
Lesson 10 Part 2
MIT OpenCourseWare Intermediate 2y ago
Lesson 9 Part 2
RAG & Vector Search
Lesson 9 Part 2
MIT OpenCourseWare Intermediate 2y ago
Lesson 10 Part 1
RAG & Vector Search
Lesson 10 Part 1
MIT OpenCourseWare Intermediate 2y ago
Lesson 7 Part 2
RAG & Vector Search
Lesson 7 Part 2
MIT OpenCourseWare Intermediate 2y ago
Lesson 6 Part 1
RAG & Vector Search
Lesson 6 Part 1
MIT OpenCourseWare Intermediate 2y ago
The keys to success with Generative AI and Vector Databases | ODFP628
RAG & Vector Search
The keys to success with Generative AI and Vector Databases | ODFP628
Microsoft Developer 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
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 31: Reacting Multi-phase Systems
RAG & Vector Search ⚡ AI Lesson
Lecture 31: Reacting Multi-phase Systems
MIT OpenCourseWare 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
RAG or Fine-tuning — Which is best? #generativeai #llms #llamaindex
RAG & Vector Search ⚡ AI Lesson
RAG or Fine-tuning — Which is best? #generativeai #llms #llamaindex
Data Science Dojo 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
📚 Continue on Coursera External links · Free to audit
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Basics of Extracellular Vesicles
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Self-paced
Basics of Extracellular Vesicles
Opens on Coursera ↗
Retrieval Optimization: Tokenization to Vector Quantization
📚 External: Coursera ↗
Self-paced
Retrieval Optimization: Tokenization to Vector Quantization
Opens on Coursera ↗
HelixDB From Zero
📚 External: Coursera ↗
Self-paced
HelixDB From Zero
Opens on Coursera ↗
Deploy Vector DBs Securely
📚 External: Coursera ↗
Self-paced
Deploy Vector DBs Securely
Opens on Coursera ↗
Vector Database Projects: AI Recommendation Systems
📚 External: Coursera ↗
Self-paced
Vector Database Projects: AI Recommendation Systems
Opens on Coursera ↗
Weaviate Database Mastery
📚 External: Coursera ↗
Self-paced
Weaviate Database Mastery
Opens on Coursera ↗