Core AI

RAG & Vector Search

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

5,308
lessons
Skills in this topic
View full skill map →
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 5,121 Reads 187
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
5. Wafer Cleaning and Gettering - Contamination Measurement Techniques
RAG & Vector Search
5. Wafer Cleaning and Gettering - Contamination Measurement Techniques
MIT OpenCourseWare Intermediate 1y ago
12. Ion Implantation and Annealing - Analytic Models and Monte Carlo
RAG & Vector Search
12. Ion Implantation and Annealing - Analytic Models and Monte Carlo
MIT OpenCourseWare Intermediate 1y ago
NEW Pinecone Assistant
RAG & Vector Search
NEW Pinecone Assistant
James Briggs Intermediate 1y ago
Are headphones destroying our hearing?
RAG & Vector Search
Are headphones destroying our hearing?
Vox Intermediate 1y 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 1y ago
10 Useful Python Modules You NEED to Know
RAG & Vector Search ⚡ AI Lesson
10 Useful Python Modules You NEED to Know
Tech With Tim Intermediate 1y ago
HABITS that CHANGED my LIFE
RAG & Vector Search
HABITS that CHANGED my LIFE
Evan Carmichael Intermediate 1y 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 1y 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 1y ago
I’m testing Google paid ads… (ARBITRAGE PLAY) - Building in Public Day 214
RAG & Vector Search
I’m testing Google paid ads… (ARBITRAGE PLAY) - Building in Public Day 214
Jacky Chou from Indexsy Intermediate 1y ago
Webinar: Build momentum for indigenous capital
RAG & Vector Search ⚡ AI Lesson
Webinar: Build momentum for indigenous capital
Saïd Business School, University of Oxford Intermediate 1y ago
Distributed File Storage In Go – Full Course
RAG & Vector Search ⚡ AI Lesson
Distributed File Storage In Go – Full Course
freeCodeCamp.org Intermediate 1y 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 1y 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 1y 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 1y 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 1y 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 1y ago
Real Threat Hunting with AI and ML
RAG & Vector Search ⚡ AI Lesson
Real Threat Hunting with AI and ML
SANS Institute Intermediate 1y 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 1y 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 1y ago
21. Etching - Poly Gate Etching, Stringers, Modeling of Etching
RAG & Vector Search
21. Etching - Poly Gate Etching, Stringers, Modeling of Etching
MIT OpenCourseWare Intermediate 1y ago
6. Oxidation and the Si/SiO2 Interface. Deal/Grove Model, Thin Oxide Models
RAG & Vector Search ⚡ AI Lesson
6. Oxidation and the Si/SiO2 Interface. Deal/Grove Model, Thin Oxide Models
MIT OpenCourseWare Intermediate 1y ago
7. Oxidation and the Si/SiO2 Interface. 2D Effects, Doping Effects, Point Defect
RAG & Vector Search
7. Oxidation and the Si/SiO2 Interface. 2D Effects, Doping Effects, Point Defect
MIT OpenCourseWare Intermediate 1y ago
22. Silicides, Device Contacts, Novel Gate Materials
RAG & Vector Search
22. Silicides, Device Contacts, Novel Gate Materials
MIT OpenCourseWare Intermediate 1y ago
4. Wafer Cleaning and Gettering (cont.)
RAG & Vector Search ⚡ AI Lesson
4. Wafer Cleaning and Gettering (cont.)
MIT OpenCourseWare Intermediate 1y ago
18. Thin Film Deposition and Epitaxy - CVD Examples and PVD
RAG & Vector Search ⚡ AI Lesson
18. Thin Film Deposition and Epitaxy - CVD Examples and PVD
MIT OpenCourseWare Intermediate 1y ago
23. Growth and Processing of Strained Si/SiGe and Stress Effects on Devices
RAG & Vector Search
23. Growth and Processing of Strained Si/SiGe and Stress Effects on Devices
MIT OpenCourseWare Intermediate 1y ago
15. Transient Enhanced Diffusion (TED) - Simulation Examples, TED Calculations, RSCE in detail
RAG & Vector Search ⚡ AI Lesson
15. Transient Enhanced Diffusion (TED) - Simulation Examples, TED Calculations, RSCE in detail
MIT OpenCourseWare Intermediate 1y ago
19. Thin Film Deposition and Epitaxy - Modeling Topography of Deposition
RAG & Vector Search
19. Thin Film Deposition and Epitaxy - Modeling Topography of Deposition
MIT OpenCourseWare Intermediate 1y ago
9. Dopant Diffusion - Numerical Techniques in Diffusion, E Field Effects
RAG & Vector Search ⚡ AI Lesson
9. Dopant Diffusion - Numerical Techniques in Diffusion, E Field Effects
MIT OpenCourseWare Intermediate 1y ago
3. Crystal Growth, Wafer Fabrication, and Basic Properties of Si Wafers (cont.)
RAG & Vector Search
3. Crystal Growth, Wafer Fabrication, and Basic Properties of Si Wafers (cont.)
MIT OpenCourseWare Intermediate 1y ago
10. Dopant Diffusion - Fermi Level Effects, I and V Assisted Diffusion
RAG & Vector Search ⚡ AI Lesson
10. Dopant Diffusion - Fermi Level Effects, I and V Assisted Diffusion
MIT OpenCourseWare Intermediate 1y ago
16. The SUPREM IV Process Simulator
RAG & Vector Search
16. The SUPREM IV Process Simulator
MIT OpenCourseWare Intermediate 1y ago
Lecture 6: Thermionic power conversion
RAG & Vector Search
Lecture 6: Thermionic power conversion
MIT OpenCourseWare Intermediate 1y ago
Lecture 8: Radiative heat transfer
RAG & Vector Search
Lecture 8: Radiative heat transfer
MIT OpenCourseWare Intermediate 1y ago
Lecture 7: Photovoltaic cells
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Photovoltaic cells
MIT OpenCourseWare Intermediate 1y ago
Lecture 3: Energy states in matter
RAG & Vector Search
Lecture 3: Energy states in matter
MIT OpenCourseWare Intermediate 1y ago
Lesson 9 Part 1
RAG & Vector Search
Lesson 9 Part 1
MIT OpenCourseWare Intermediate 1y ago
Lesson 10 Part 2
RAG & Vector Search
Lesson 10 Part 2
MIT OpenCourseWare Intermediate 1y ago
Lesson 6 Part 2
RAG & Vector Search
Lesson 6 Part 2
MIT OpenCourseWare Intermediate 1y ago
Lesson 8 Part 1
RAG & Vector Search
Lesson 8 Part 1
MIT OpenCourseWare Intermediate 1y ago
Lesson 9 Part 2
RAG & Vector Search
Lesson 9 Part 2
MIT OpenCourseWare Intermediate 1y ago
Lesson 10 Part 1
RAG & Vector Search
Lesson 10 Part 1
MIT OpenCourseWare Intermediate 1y ago
Lesson 7 Part 1
RAG & Vector Search
Lesson 7 Part 1
MIT OpenCourseWare Intermediate 1y ago
Lesson 7 Part 2
RAG & Vector Search
Lesson 7 Part 2
MIT OpenCourseWare Intermediate 1y ago
Lesson 8 Part 2
RAG & Vector Search
Lesson 8 Part 2
MIT OpenCourseWare Intermediate 1y ago
Lesson 6 Part 1
RAG & Vector Search
Lesson 6 Part 1
MIT OpenCourseWare Intermediate 1y 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 1y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Foundations of Micro850 PLC Programming
📚 Coursera Course ↗
Self-paced
Foundations of Micro850 PLC Programming
Opens on Coursera ↗
Building UI Components with Storybook - A Practical Tutorial
📚 Coursera Course ↗
Self-paced
Building UI Components with Storybook - A Practical Tutorial
Opens on Coursera ↗
Prep for Microsoft Azure Data Engineer Associate Cert DP-203
📚 Coursera Course ↗
Self-paced
Prep for Microsoft Azure Data Engineer Associate Cert DP-203
Opens on Coursera ↗
Dell Technologies Establishing Your Sales Strategy
📚 Coursera Course ↗
Self-paced
Dell Technologies Establishing Your Sales Strategy
Opens on Coursera ↗
Android App Components - Intents, Activities, and Broadcast Receivers
📚 Coursera Course ↗
Self-paced
Android App Components - Intents, Activities, and Broadcast Receivers
Opens on Coursera ↗
Persistent Memory Technology - Introduction and Deployment
📚 Coursera Course ↗
Self-paced
Persistent Memory Technology - Introduction and Deployment
Opens on Coursera ↗