Core AI

RAG & Vector Search

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

5,302
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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Five Brilliant Brand Identities - August 2021
RAG & Vector Search
Five Brilliant Brand Identities - August 2021
Flux Academy Intermediate 4y ago
What Else Can You Use Tire Shine For?
RAG & Vector Search ⚡ AI Lesson
What Else Can You Use Tire Shine For?
mk8Matt Intermediate 4y ago
Why some animals are shrinking
RAG & Vector Search
Why some animals are shrinking
Vox Intermediate 4y ago
Meeting industry compliance auditing requirements on AWS - AWS Virtual Workshop
RAG & Vector Search ⚡ AI Lesson
Meeting industry compliance auditing requirements on AWS - AWS Virtual Workshop
AWS Developers Intermediate 4y ago
Choosing Indexes for Similarity Search (Faiss in Python)
RAG & Vector Search ⚡ AI Lesson
Choosing Indexes for Similarity Search (Faiss in Python)
James Briggs Intermediate 4y ago
Tips Membersihkan (Trim dan Clean) Spasi dan Paragraf dalam Kolom Text di Power Query Editor
RAG & Vector Search
Tips Membersihkan (Trim dan Clean) Spasi dan Paragraf dalam Kolom Text di Power Query Editor
Iwan Gunawan Intermediate 4y ago
Python Speech Recognition in 5 Minutes
RAG & Vector Search
Python Speech Recognition in 5 Minutes
AssemblyAI Intermediate 4y ago
How Olympic divers make the perfect tiny splash
RAG & Vector Search
How Olympic divers make the perfect tiny splash
Vox Beginner 4y ago
Daily SEO Fix: Prioritize Crawl Issues
RAG & Vector Search
Daily SEO Fix: Prioritize Crawl Issues
Moz Intermediate 4y ago
1000 Subscribers + Budget Mk6 GTI Update!
RAG & Vector Search ⚡ AI Lesson
1000 Subscribers + Budget Mk6 GTI Update!
mk8Matt Intermediate 4y ago
NestJS in 100 Seconds
RAG & Vector Search ⚡ AI Lesson
NestJS in 100 Seconds
Fireship Intermediate 4y ago
Social Media Marketing Tips For Every Brand (And What You Should Avoid at All Costs)
RAG & Vector Search
Social Media Marketing Tips For Every Brand (And What You Should Avoid at All Costs)
Neil Patel Beginner 4y ago
Python for Data Science - Conditions and Loops
RAG & Vector Search
Python for Data Science - Conditions and Loops
Nicholas Renotte Beginner 4y ago
Reduce Your Storage Costs Using Amazon S3 Storage Lens - AWS Online Tech Talks
RAG & Vector Search
Reduce Your Storage Costs Using Amazon S3 Storage Lens - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
Angular App Setup With Material - Stoic Q&A #5
RAG & Vector Search
Angular App Setup With Material - Stoic Q&A #5
James Briggs Beginner 4y ago
12. Carbohydrates/Introduction to Membranes
RAG & Vector Search ⚡ AI Lesson
12. Carbohydrates/Introduction to Membranes
MIT OpenCourseWare Beginner 4y ago
26. Oxidative Phosphorylation/Photosynthesis I
RAG & Vector Search ⚡ AI Lesson
26. Oxidative Phosphorylation/Photosynthesis I
MIT OpenCourseWare Beginner 4y ago
Spy Satellite Expert Explains How to Analyze Satellite Imagery | WIRED
RAG & Vector Search
Spy Satellite Expert Explains How to Analyze Satellite Imagery | WIRED
WIRED Intermediate 4y ago
Salting, peppering, and hashing passwords
RAG & Vector Search
Salting, peppering, and hashing passwords
mCoding Beginner 4y ago
Iconscout Plugins for Figma, PowerPoint
RAG & Vector Search
Iconscout Plugins for Figma, PowerPoint
IconScout Intermediate 4y ago
Average Salary Hike Of Data Scientist In 2021 From the Data I Collected From January
RAG & Vector Search
Average Salary Hike Of Data Scientist In 2021 From the Data I Collected From January
Krish Naik Intermediate 4y ago
How to Use Leverage to Grow Your Business at Massive Scale with Eric Jorgenson
RAG & Vector Search ⚡ AI Lesson
How to Use Leverage to Grow Your Business at Massive Scale with Eric Jorgenson
Copyblogger Beginner 4y ago
How to Beat Your Competition in Blogging
RAG & Vector Search
How to Beat Your Competition in Blogging
Neil Patel Beginner 4y ago
You need a NAS RIGHT NOW!! (How I run my Hybrid-Cloud YouTube business)
RAG & Vector Search ⚡ AI Lesson
You need a NAS RIGHT NOW!! (How I run my Hybrid-Cloud YouTube business)
NetworkChuck Beginner 4y ago
Why the "wolf turn" is such a big deal
RAG & Vector Search ⚡ AI Lesson
Why the "wolf turn" is such a big deal
Vox Beginner 4y ago
How to stop your VW/AUDI from Burning Oil!
RAG & Vector Search ⚡ AI Lesson
How to stop your VW/AUDI from Burning Oil!
mk8Matt Intermediate 4y ago
Mk6 GTI How Much Power do you get from a FMIC Front Mount Intercooler
RAG & Vector Search ⚡ AI Lesson
Mk6 GTI How Much Power do you get from a FMIC Front Mount Intercooler
mk8Matt Intermediate 4y ago
AWS Dev Day - Data & Analytics | Amazon Managed Airflow or AWS Step functions? (Hebrew)
RAG & Vector Search
AWS Dev Day - Data & Analytics | Amazon Managed Airflow or AWS Step functions? (Hebrew)
AWS Developers Intermediate 4y ago
Street Outlaws Drag Racing in NH!
RAG & Vector Search ⚡ AI Lesson
Street Outlaws Drag Racing in NH!
mk8Matt Intermediate 4y ago
30. Nitrogen/Amino Acid Metabolism I
RAG & Vector Search ⚡ AI Lesson
30. Nitrogen/Amino Acid Metabolism I
MIT OpenCourseWare Beginner 4y ago
19. Introduction Metabolism/Polysaccharides/Bioenergetics/Intro Pathways
RAG & Vector Search ⚡ AI Lesson
19. Introduction Metabolism/Polysaccharides/Bioenergetics/Intro Pathways
MIT OpenCourseWare Beginner 4y ago
20. Bioenergetics/Intro Pathways/Glycolysis I
RAG & Vector Search
20. Bioenergetics/Intro Pathways/Glycolysis I
MIT OpenCourseWare Beginner 4y ago
23. TCA Cycle II
RAG & Vector Search
23. TCA Cycle II
MIT OpenCourseWare Intermediate 4y ago
29. Lipid Synthesis
RAG & Vector Search
29. Lipid Synthesis
MIT OpenCourseWare Intermediate 4y ago
21. Glycolysis II/Regulation
RAG & Vector Search
21. Glycolysis II/Regulation
MIT OpenCourseWare Intermediate 4y ago
27. Photosynthesis II/CO2 Assimilation
RAG & Vector Search ⚡ AI Lesson
27. Photosynthesis II/CO2 Assimilation
MIT OpenCourseWare Intermediate 4y ago
24. Lipids and Fatty Acid Oxidation
RAG & Vector Search ⚡ AI Lesson
24. Lipids and Fatty Acid Oxidation
MIT OpenCourseWare Intermediate 4y ago
25. Oxidative Phosphorylation
RAG & Vector Search
25. Oxidative Phosphorylation
MIT OpenCourseWare Beginner 4y ago
32. Nucleotide Metabolism
RAG & Vector Search ⚡ AI Lesson
32. Nucleotide Metabolism
MIT OpenCourseWare Beginner 4y ago
The BEST Budget Oil for your VW/Audi - GTI, Golf, Jetta GLI, Audi A3, Audi S3, ect!
RAG & Vector Search ⚡ AI Lesson
The BEST Budget Oil for your VW/Audi - GTI, Golf, Jetta GLI, Audi A3, Audi S3, ect!
mk8Matt Intermediate 4y ago
Faiss - Introduction to Similarity Search
RAG & Vector Search
Faiss - Introduction to Similarity Search
James Briggs Beginner 4y ago
Every Time I Crash, The Turbo PSI DOUBLES BeamNG with Wheel
RAG & Vector Search ⚡ AI Lesson
Every Time I Crash, The Turbo PSI DOUBLES BeamNG with Wheel
mk8Matt Intermediate 4y ago
Best Carplay Radio & Backup Cam for Volkswagens!
RAG & Vector Search ⚡ AI Lesson
Best Carplay Radio & Backup Cam for Volkswagens!
mk8Matt Intermediate 4y ago
3 Vector-based Methods for Similarity Search (TF-IDF, BM25, SBERT)
RAG & Vector Search
3 Vector-based Methods for Similarity Search (TF-IDF, BM25, SBERT)
James Briggs Beginner 4y ago
L0.1 Introduction to Nuclear and Particle Physics: Course Overview
RAG & Vector Search
L0.1 Introduction to Nuclear and Particle Physics: Course Overview
MIT OpenCourseWare Beginner 4y ago
Integrate Chat and Push Notifications into your App to Drive Fan Engagement via a Second Screen
RAG & Vector Search
Integrate Chat and Push Notifications into your App to Drive Fan Engagement via a Second Screen
AWS Developers Intermediate 4y ago
L6.3 Weak Interactions: Pion Decay
RAG & Vector Search
L6.3 Weak Interactions: Pion Decay
MIT OpenCourseWare Beginner 4y ago
L1.5 Fermions, Bosons, and Fields: Reactions
RAG & Vector Search
L1.5 Fermions, Bosons, and Fields: Reactions
MIT OpenCourseWare Beginner 4y ago
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