Core AI

RAG & Vector Search

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

4,927
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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SAP partners with Google Cloud to optimize cost and build for AI
RAG & Vector Search
SAP partners with Google Cloud to optimize cost and build for AI
Google Cloud Beginner 2y ago
Lec14: Communication and Meerkats of the Kalahari Desert, part 1
RAG & Vector Search
Lec14: Communication and Meerkats of the Kalahari Desert, part 1
MIT OpenCourseWare Beginner 2y ago
Lec9: Lorenz on fundamental ethology, part 1
RAG & Vector Search
Lec9: Lorenz on fundamental ethology, part 1
MIT OpenCourseWare Beginner 2y ago
Why is THIS the PERFECT Landing Page?
RAG & Vector Search
Why is THIS the PERFECT Landing Page?
Wes McDowell Beginner 2y ago
【KU100 ASMR】 Seeking Help From A Strange Healer 👁 [Horror Roleplay]
RAG & Vector Search ⚡ AI Lesson
【KU100 ASMR】 Seeking Help From A Strange Healer 👁 [Horror Roleplay]
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Brand Entity SEO | Whiteboard Friday | Jes Scholz | 4K
RAG & Vector Search
Brand Entity SEO | Whiteboard Friday | Jes Scholz | 4K
Moz Beginner 2y ago
Unveiling the Secrets of Semantic Search Engines - Demystifying Query Processing #seo
RAG & Vector Search
Unveiling the Secrets of Semantic Search Engines - Demystifying Query Processing #seo
Koray Tuğberk GÜBÜR Beginner 2y ago
How The Instagram Algo REALLY Works
RAG & Vector Search ⚡ AI Lesson
How The Instagram Algo REALLY Works
Marketing Harry Beginner 2y ago
Creating the definitive household chores tier list
RAG & Vector Search ⚡ AI Lesson
Creating the definitive household chores tier list
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Thinking on ways to solve RELATIVE COLORS
RAG & Vector Search ⚡ AI Lesson
Thinking on ways to solve RELATIVE COLORS
Chrome for Developers Beginner 2y ago
AI Content Search (RAG) with Docs Agent | Build with Google AI
RAG & Vector Search
AI Content Search (RAG) with Docs Agent | Build with Google AI
Google for Developers Beginner 2y ago
CS50 SQL - Lecture 2 - Designing
RAG & Vector Search
CS50 SQL - Lecture 2 - Designing
CS50 Beginner 2y ago
Python AI Choose Your Own Adventure Game - Tutorial
RAG & Vector Search ⚡ AI Lesson
Python AI Choose Your Own Adventure Game - Tutorial
Tech With Tim Beginner 2y ago
Equinix Drives Strategic Value With AI & ML Solutions From Google Cloud
RAG & Vector Search
Equinix Drives Strategic Value With AI & ML Solutions From Google Cloud
Google Cloud Beginner 2y ago
An app to summarize a lecture in 60 seconds
RAG & Vector Search
An app to summarize a lecture in 60 seconds
AssemblyAI Beginner 2y ago
Epic GLACIER CRUISE Tour - Exploring the REAL ALASKA!
RAG & Vector Search
Epic GLACIER CRUISE Tour - Exploring the REAL ALASKA!
Evan Carmichael Beginner 2y ago
Will LLMs kill Search? Nils Reimers (director of ML at Cohere) | The AI Epiphany Discord talks
RAG & Vector Search ⚡ AI Lesson
Will LLMs kill Search? Nils Reimers (director of ML at Cohere) | The AI Epiphany Discord talks
Aleksa Gordić - The AI Epiphany Beginner 2y ago
Vector Database Explained | What is Vector Database?
RAG & Vector Search ⚡ AI Lesson
Vector Database Explained | What is Vector Database?
codebasics Beginner 2y ago
Discover LlamaIndex: SEC Insights, End-to-End Guide
RAG & Vector Search
Discover LlamaIndex: SEC Insights, End-to-End Guide
LlamaIndex Beginner 2y ago
New course with Google Cloud: Understanding and Applying Text Embeddings with Vertex AI
RAG & Vector Search ⚡ AI Lesson
New course with Google Cloud: Understanding and Applying Text Embeddings with Vertex AI
DeepLearningAI Beginner 2y ago
FREE Leads: The SECRET to Success
RAG & Vector Search ⚡ AI Lesson
FREE Leads: The SECRET to Success
Evan Carmichael Beginner 2y ago
Guiding Chatbots / AI with Actions in NeMo Guardrails
RAG & Vector Search ⚡ AI Lesson
Guiding Chatbots / AI with Actions in NeMo Guardrails
James Briggs Beginner 2y ago
Lec2: Introduction to ethology
RAG & Vector Search
Lec2: Introduction to ethology
MIT OpenCourseWare Beginner 2y ago
Lec28: Triumph of sociobiology and learning
RAG & Vector Search
Lec28: Triumph of sociobiology and learning
MIT OpenCourseWare Beginner 2y ago
Lec30: Konrad Lorenz on learning, part 3
RAG & Vector Search
Lec30: Konrad Lorenz on learning, part 3
MIT OpenCourseWare Beginner 2y ago
【PARTY ANIMALS】 Battling HoloEN in silly animal party games!
RAG & Vector Search
【PARTY ANIMALS】 Battling HoloEN in silly animal party games!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
2. Introduction: methods and primitive cellular activities
RAG & Vector Search
2. Introduction: methods and primitive cellular activities
MIT OpenCourseWare Beginner 2y ago
1. Introduction: brain orientation, primitive cellular activities
RAG & Vector Search
1. Introduction: brain orientation, primitive cellular activities
MIT OpenCourseWare Beginner 2y ago
【HITMAN 3】 This banana is playing hardcore hitman freelancer
RAG & Vector Search ⚡ AI Lesson
【HITMAN 3】 This banana is playing hardcore hitman freelancer
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【NEW ACCESSORY REVEAL】 What kind of ears does a kirin have? #CouncilCapes
RAG & Vector Search ⚡ AI Lesson
【NEW ACCESSORY REVEAL】 What kind of ears does a kirin have? #CouncilCapes
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【HITMAN 3】 Hit em with the ol banana wrench wombo combo
RAG & Vector Search
【HITMAN 3】 Hit em with the ol banana wrench wombo combo
Ceres Fauna Ch. hololive-EN Beginner 2y ago
kirin is a puddle
RAG & Vector Search ⚡ AI Lesson
kirin is a puddle
Ceres Fauna Ch. hololive-EN Beginner 2y ago
23. Successful Disasters: Date Rape (audio only)
RAG & Vector Search
23. Successful Disasters: Date Rape (audio only)
MIT OpenCourseWare Beginner 2y ago
5. Attending: Limiting the Information (audio only)
RAG & Vector Search
5. Attending: Limiting the Information (audio only)
MIT OpenCourseWare Beginner 2y ago
7. Memory: What Do You Remember? (audio only)
RAG & Vector Search
7. Memory: What Do You Remember? (audio only)
MIT OpenCourseWare Beginner 2y ago
4. Sensing: Gathering the Information (audio only)
RAG & Vector Search
4. Sensing: Gathering the Information (audio only)
MIT OpenCourseWare Beginner 2y ago
3. Learning: The Power of Association (audio only)
RAG & Vector Search ⚡ AI Lesson
3. Learning: The Power of Association (audio only)
MIT OpenCourseWare Beginner 2y ago
19. Sleep and Dreams (audio only)
RAG & Vector Search ⚡ AI Lesson
19. Sleep and Dreams (audio only)
MIT OpenCourseWare Beginner 2y ago
1. The Brain: Between the Ears, Behind the Eyes (audio only)
RAG & Vector Search
1. The Brain: Between the Ears, Behind the Eyes (audio only)
MIT OpenCourseWare Beginner 2y ago
17. From Dissociation To Repression (audio only)
RAG & Vector Search
17. From Dissociation To Repression (audio only)
MIT OpenCourseWare Beginner 2y ago
14. Social Exchange: Romantic Economics (audio only)
RAG & Vector Search
14. Social Exchange: Romantic Economics (audio only)
MIT OpenCourseWare Beginner 2y ago
【3D SHOWCASE】 Gaming idol kirin in 3D! #3DKirin 🌿
RAG & Vector Search
【3D SHOWCASE】 Gaming idol kirin in 3D! #3DKirin 🌿
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Telenet builds powerful foundation for their 5G network
RAG & Vector Search
Telenet builds powerful foundation for their 5G network
Google Cloud Beginner 2y ago
【STARFIELD】 This kirin slaps you and steals your ship, what you doin'?
RAG & Vector Search
【STARFIELD】 This kirin slaps you and steals your ship, what you doin'?
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【SUPERCHAT CATCHUP】 Buckle up, Sapling, we're reading a bunch of superchats today!
RAG & Vector Search
【SUPERCHAT CATCHUP】 Buckle up, Sapling, we're reading a bunch of superchats today!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【STARFIELD】 Alright Todd, let's see what you got for us
RAG & Vector Search ⚡ AI Lesson
【STARFIELD】 Alright Todd, let's see what you got for us
Ceres Fauna Ch. hololive-EN Beginner 2y ago
New Generative AI Course featuring Andrew Ng #googlecloud #google #cloudcollaboration
RAG & Vector Search
New Generative AI Course featuring Andrew Ng #googlecloud #google #cloudcollaboration
Google Cloud Beginner 2y ago
Lecture 3: Biochemistry 2 (audio only)
RAG & Vector Search
Lecture 3: Biochemistry 2 (audio only)
MIT OpenCourseWare Beginner 2y ago
📚 Continue on Coursera External links · Free to audit
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Pesquisa vetorial e embeddings
📚 External: Coursera ↗
Self-paced
Pesquisa vetorial e embeddings
Opens on Coursera ↗
Protect and Grow Your Freelancing Business
📚 External: Coursera ↗
Self-paced
Protect and Grow Your Freelancing Business
Opens on Coursera ↗
Advanced Retrieval for AI with Chroma
📚 External: Coursera ↗
Self-paced
Advanced Retrieval for AI with Chroma
Opens on Coursera ↗
HelixDB From Zero
📚 External: Coursera ↗
Self-paced
HelixDB From Zero
Opens on Coursera ↗
Recherche vectorielle et embeddings
📚 External: Coursera ↗
Self-paced
Recherche vectorielle et embeddings
Opens on Coursera ↗
Vector Databases Deep Dive
📚 External: Coursera ↗
Self-paced
Vector Databases Deep Dive
Opens on Coursera ↗