Core AI

RAG & Vector Search

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

4,928
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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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
kirin is a puddle
RAG & Vector Search ⚡ AI Lesson
kirin is a puddle
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Chatbots with RAG: LangChain Full Walkthrough
RAG & Vector Search ⚡ AI Lesson
Chatbots with RAG: LangChain Full Walkthrough
James Briggs Intermediate 2y ago
Daten entsprechen nicht der Realität. Sie sind ein Abbild von Realität
RAG & Vector Search
Daten entsprechen nicht der Realität. Sie sind ein Abbild von Realität
Google Cloud Intermediate 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
【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
Epic GLACIER CRUISE Tour - Exploring the REAL ALASKA!
RAG & Vector Search
Epic GLACIER CRUISE Tour - Exploring the REAL ALASKA!
Evan Carmichael 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
Why Lack of Belief Is Holding You Back (And How to Overcome It)
RAG & Vector Search
Why Lack of Belief Is Holding You Back (And How to Overcome It)
Evan Carmichael Intermediate 2y ago
Building LLM Applications | RAG, Vector Databases, Knowledge Graph | Community Webinar
RAG & Vector Search
Building LLM Applications | RAG, Vector Databases, Knowledge Graph | Community Webinar
Data Science Dojo Intermediate 2y ago
How to Make RAG Chatbots FAST
RAG & Vector Search ⚡ AI Lesson
How to Make RAG Chatbots FAST
James Briggs Intermediate 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
Discover LlamaIndex: Bottoms-Up Development with LLMs (Part 5, Retrievers + Node Postprocessors)
RAG & Vector Search
Discover LlamaIndex: Bottoms-Up Development with LLMs (Part 5, Retrievers + Node Postprocessors)
LlamaIndex Intermediate 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
Progressive Web Apps (PWAs): Storage mechanisms and best practices
RAG & Vector Search ⚡ AI Lesson
Progressive Web Apps (PWAs): Storage mechanisms and best practices
Chrome for Developers Intermediate 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
Wayland Is Superior To Xorg: But It Doesn't Matter
RAG & Vector Search
Wayland Is Superior To Xorg: But It Doesn't Matter
Brodie Robertson Intermediate 2y ago
This tests your understanding of light | The barber pole effect
RAG & Vector Search
This tests your understanding of light | The barber pole effect
3Blue1Brown Intermediate 2y ago
STOP wasting time on Instagram, instead try this 👇
RAG & Vector Search ⚡ AI Lesson
STOP wasting time on Instagram, instead try this 👇
Harry | Social Media Marketing & Growth Coach Intermediate 2y ago
Launch a Private AI Document Chatbot in 10 minutes! | Open Source
RAG & Vector Search
Launch a Private AI Document Chatbot in 10 minutes! | Open Source
Tim Carambat Beginner 2y ago
LangChain "RAG Evaluation" Webinar
RAG & Vector Search
LangChain "RAG Evaluation" Webinar
LangChain Intermediate 2y ago
Behind the Screen: How Amazon Prime Video ships RecSys models 4x faster
RAG & Vector Search ⚡ AI Lesson
Behind the Screen: How Amazon Prime Video ships RecSys models 4x faster
Outerbounds Intermediate 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
【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 17: George Russell and modal jazz (audio only)
RAG & Vector Search ⚡ AI Lesson
Lecture 17: George Russell and modal jazz (audio only)
MIT OpenCourseWare Intermediate 2y ago
Lecture 16: Gil Evans / Miles Davis collaborations (audio only)
RAG & Vector Search ⚡ AI Lesson
Lecture 16: Gil Evans / Miles Davis collaborations (audio only)
MIT OpenCourseWare Intermediate 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
Lecture 3: Biochemistry 2 (audio only)
RAG & Vector Search
Lecture 3: Biochemistry 2 (audio only)
MIT OpenCourseWare Beginner 2y ago
How Character.AI leverages AI infrastructure to scale up
RAG & Vector Search
How Character.AI leverages AI infrastructure to scale up
Google Cloud Beginner 2y ago
【Nintendo Switch Sports】 Kirin plays switch sports with FULL BODY 3D! #mocopi
RAG & Vector Search
【Nintendo Switch Sports】 Kirin plays switch sports with FULL BODY 3D! #mocopi
Ceres Fauna Ch. hololive-EN Beginner 2y ago
kirin on the beach (chatting!)
RAG & Vector Search
kirin on the beach (chatting!)
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Hugging Face LLMs with SageMaker + RAG with Pinecone
RAG & Vector Search
Hugging Face LLMs with SageMaker + RAG with Pinecone
James Briggs Intermediate 2y ago
Lecture 5: Einstein and Experiment
RAG & Vector Search
Lecture 5: Einstein and Experiment
MIT OpenCourseWare Intermediate 2y ago
Lecture 22: Quarks, QCD, and the Rise of the Standard Model
RAG & Vector Search
Lecture 22: Quarks, QCD, and the Rise of the Standard Model
MIT OpenCourseWare Advanced 2y ago
Lecture 11: Waves and Probabilities
RAG & Vector Search
Lecture 11: Waves and Probabilities
MIT OpenCourseWare Intermediate 2y ago
Optional Discussion: Containment
RAG & Vector Search ⚡ AI Lesson
Optional Discussion: Containment
MIT OpenCourseWare Intermediate 2y ago
📚 Continue on Coursera External links · Free to audit
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HelixDB From Zero
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HelixDB From Zero
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Go Fundamentals: Presented by Gopher Guides
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Go Fundamentals: Presented by Gopher Guides
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Introduction to Forensic Science
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Introduction to Forensic Science
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Analyze and Apply Equity Market Fundamentals
📚 External: Coursera ↗
Self-paced
Analyze and Apply Equity Market Fundamentals
Opens on Coursera ↗
Vector Search and Embeddings
📚 External: Coursera ↗
Self-paced
Vector Search and Embeddings
Opens on Coursera ↗
AI Systems Design: RAG Pipelines and LLM Architecture
📚 External: Coursera ↗
Self-paced
AI Systems Design: RAG Pipelines and LLM Architecture
Opens on Coursera ↗