Core AI

RAG & Vector Search

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

5,295
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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Learn GCP GKE to AWS EKS Migration in Just 5 Minutes: Quick Guide
RAG & Vector Search
Learn GCP GKE to AWS EKS Migration in Just 5 Minutes: Quick Guide
Mervin Praison 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
【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
【MINECRAFT】 IT'S MINECRAFT MONDAY??? (open vc?)
RAG & Vector Search
【MINECRAFT】 IT'S MINECRAFT MONDAY??? (open vc?)
Ceres Fauna Ch. hololive-EN 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
13. The Battle of the Sexes: Love and Evolution (audio only)
RAG & Vector Search
13. The Battle of the Sexes: Love and Evolution (audio only)
MIT OpenCourseWare 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
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
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
DataCamp Classrooms Orientation Autumn 2023
RAG & Vector Search ⚡ AI Lesson
DataCamp Classrooms Orientation Autumn 2023
DataCamp 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
From Being Unemployed to Becoming a Senior Data Engineer with DataCamp
RAG & Vector Search ⚡ AI Lesson
From Being Unemployed to Becoming a Senior Data Engineer with DataCamp
DataCamp Beginner 2y ago
How Much Money Do Affiliates Make? (Stats Inside) (Ep. 319)
RAG & Vector Search
How Much Money Do Affiliates Make? (Stats Inside) (Ep. 319)
Authority Hacker Podcast 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
【Superchat Catchup】 This kirin is catchin' up, you better run! (+ secret hitman)
RAG & Vector Search
【Superchat Catchup】 This kirin is catchin' up, you better run! (+ secret hitman)
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
12. Intelligence: How Do We Know You Are Smart? (audio only)
RAG & Vector Search
12. Intelligence: How Do We Know You Are Smart? (audio only)
MIT OpenCourseWare Beginner 2y ago
18. Freud and Fairy Tales (audio only)
RAG & Vector Search
18. Freud and Fairy Tales (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
2. Motivation and Emotion: "Reason Alone Cannot Move Us To Do Anything" (audio only)
RAG & Vector Search ⚡ AI Lesson
2. Motivation and Emotion: "Reason Alone Cannot Move Us To Do Anything" (audio only)
MIT OpenCourseWare Beginner 2y ago
6. Perceiving: Interpreting the Information (audio only)
RAG & Vector Search ⚡ AI Lesson
6. Perceiving: Interpreting the Information (audio only)
MIT OpenCourseWare Beginner 2y ago
11. Language Development: What Do Children Say? (audio only)
RAG & Vector Search ⚡ AI Lesson
11. Language Development: What Do Children Say? (audio only)
MIT OpenCourseWare Beginner 2y ago
8. Cognition: How Do You Think? (audio only)
RAG & Vector Search ⚡ AI Lesson
8. Cognition: How Do You Think? (audio only)
MIT OpenCourseWare Beginner 2y ago
20. Defining Mental Illness: Are Suicide Bombers Insane? (audio only)
RAG & Vector Search
20. Defining Mental Illness: Are Suicide Bombers Insane? (audio only)
MIT OpenCourseWare Beginner 2y ago
16. Who Are you? The Psychology of the Self (audio only)
RAG & Vector Search ⚡ AI Lesson
16. Who Are you? The Psychology of the Self (audio only)
MIT OpenCourseWare Beginner 2y ago
15. Attitudes and Behaviors: How Can We Be Controlled? (audio only)
RAG & Vector Search
15. Attitudes and Behaviors: How Can We Be Controlled? (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
9. Cognitive Development: How Do Children Think? (audio only)
RAG & Vector Search
9. Cognitive Development: How Do Children Think? (audio only)
MIT OpenCourseWare Beginner 2y ago
22. Successful Disasters: Eating Disorders (audio only)
RAG & Vector Search ⚡ AI Lesson
22. Successful Disasters: Eating Disorders (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
21. Causing Mental Illness: What Can Make You "Lose" Your Mind? (audio only)
RAG & Vector Search ⚡ AI Lesson
21. Causing Mental Illness: What Can Make You "Lose" Your Mind? (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
【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
📚 Coursera Courses Opens on Coursera · Free to audit
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Preparing for the AZ-900 Microsoft Azure Fundamentals Exam
📚 Coursera Course ↗
Self-paced
Preparing for the AZ-900 Microsoft Azure Fundamentals Exam
Opens on Coursera ↗
Basics of Extracellular Vesicles
📚 Coursera Course ↗
Self-paced
Basics of Extracellular Vesicles
Opens on Coursera ↗
Building Retrieval-Augmented Systems & Knowledge Graphs
📚 Coursera Course ↗
Self-paced
Building Retrieval-Augmented Systems & Knowledge Graphs
Opens on Coursera ↗
Derivatives
📚 Coursera Course ↗
Self-paced
Derivatives
Opens on Coursera ↗
CompTIA Cloud CV0-003: Unit 7
📚 Coursera Course ↗
Self-paced
CompTIA Cloud CV0-003: Unit 7
Opens on Coursera ↗
Generative AI and Model Selection
📚 Coursera Course ↗
Self-paced
Generative AI and Model Selection
Opens on Coursera ↗