Core AI

RAG & Vector Search

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

5,301
lessons
Skills in this topic
View full skill map โ†’
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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DataCamp Classrooms Orientation Autumn 2023
RAG & Vector Search โšก AI Lesson
DataCamp Classrooms Orientation Autumn 2023
DataCamp Beginner 2y ago
What You Can Expect from a Developer Conference These Days
RAG & Vector Search โšก AI Lesson
What You Can Expect from a Developer Conference These Days
The New Stack Intermediate 2y ago
Lecture 20: Postmodern approaches (audio only)
RAG & Vector Search
Lecture 20: Postmodern approaches (audio only)
MIT OpenCourseWare Intermediate 2y ago
Lecture 17: George Russell and modal jazz (audio only)
RAG & Vector Search โšก AI Lesson
Lecture 17: George Russell and modal jazz (audio only)
MIT OpenCourseWare Intermediate 2y ago
New course with Google Cloud: Understanding and Applying Text Embeddings with Vertex AI
RAG & Vector Search โšก 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 โšก AI Lesson
From Being Unemployed to Becoming a Senior Data Engineer with DataCamp
DataCamp 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
Get an active defense that detects and responds to the latest advanced security threats
RAG & Vector Search
Get an active defense that detects and responds to the latest advanced security threats
Google Cloud Advanced 2y ago
We surveyed over 2,200 affiliates in the biggest affiliate marketing survey in the industry ๐Ÿ”ฅ
RAG & Vector Search
We surveyed over 2,200 affiliates in the biggest affiliate marketing survey in the industry ๐Ÿ”ฅ
Authority Hacker Podcast Intermediate 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 โšก AI Lesson
FREE Leads: The SECRET to Success
Evan Carmichael Beginner 2y ago
How wiggling charges give rise to light
RAG & Vector Search
How wiggling charges give rise to light
3Blue1Brown 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 ๐Ÿ‘‡
RAG & Vector Search โšก AI Lesson
STOP wasting time on Instagram, instead try this ๐Ÿ‘‡
Harry | Social Media Marketing & Growth Coach Intermediate 2y ago
Guiding Chatbots / AI with Actions in NeMo Guardrails
RAG & Vector Search โšก AI Lesson
Guiding Chatbots / AI with Actions in NeMo Guardrails
James Briggs Beginner 2y ago
Fireside chat with Thierry Muller | #YoastCon2023
RAG & Vector Search
Fireside chat with Thierry Muller | #YoastCon2023
Yoast Advanced 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
ใ€Nintendo Switch Sportsใ€‘ Kirin plays switch sports with FULL BODY 3D! #mocopi
RAG & Vector Search
ใ€Nintendo Switch Sportsใ€‘ Kirin plays switch sports with FULL BODY 3D! #mocopi
Ceres Fauna Ch. hololive-EN Beginner 2y ago
ใ€#Faunaversary2023ใ€‘ Celebrating 2 YEARS of kirin! #mocopi
RAG & Vector Search
ใ€#Faunaversary2023ใ€‘ Celebrating 2 YEARS of kirin! #mocopi
Ceres Fauna Ch. hololive-EN Beginner 2y ago
LangChain "RAG Evaluation" Webinar
RAG & Vector Search
LangChain "RAG Evaluation" Webinar
LangChain Intermediate 2y ago
localStorage and sessionStorage #DevToolsTips
RAG & Vector Search โšก AI Lesson
localStorage and sessionStorage #DevToolsTips
Chrome for Developers Intermediate 2y ago
IF You're Not HAPPY, You Need to Make THIS CHANGE! | Evan Carmichael | Top 10 Rules
RAG & Vector Search โšก AI Lesson
IF You're Not HAPPY, You Need to Make THIS CHANGE! | Evan Carmichael | Top 10 Rules
Evan Carmichael Intermediate 2y ago
Behind the Screen: How Amazon Prime Video ships RecSys models 4x faster
RAG & Vector Search โšก AI Lesson
Behind the Screen: How Amazon Prime Video ships RecSys models 4x faster
Outerbounds Intermediate 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 18: Afro-Cuban music and bebop (audio only)
RAG & Vector Search
Lecture 18: Afro-Cuban music and bebop (audio only)
MIT OpenCourseWare Intermediate 2y ago
Lecture 16: Gil Evans / Miles Davis collaborations (audio only)
RAG & Vector Search โšก AI Lesson
Lecture 16: Gil Evans / Miles Davis collaborations (audio only)
MIT OpenCourseWare Intermediate 2y ago
13. Health System Design: Lessons from Rwanda and Haiti (audio only)
RAG & Vector Search
13. Health System Design: Lessons from Rwanda and Haiti (audio only)
MIT OpenCourseWare Intermediate 2y ago
Lecture 3: Biochemistry 2 (audio only)
RAG & Vector Search
Lecture 3: Biochemistry 2 (audio only)
MIT OpenCourseWare Beginner 2y ago
ใ€Planet Zooใ€‘ I have obtained 200,000 zoo coins through entirely legal means and now I will spend it
RAG & Vector Search โšก AI Lesson
ใ€Planet Zooใ€‘ I have obtained 200,000 zoo coins through entirely legal means and now I will spend it
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
Lecture 5: Einstein and Experiment
RAG & Vector Search
Lecture 5: Einstein and Experiment
MIT OpenCourseWare Intermediate 2y ago
Lecture 2: Faraday, Thomson, and Maxwell: Lines of Force in the Ether
RAG & Vector Search โšก AI Lesson
Lecture 2: Faraday, Thomson, and Maxwell: Lines of Force in the Ether
MIT OpenCourseWare Intermediate 2y ago
Lecture 16: Secrecy and Security in the Nuclear Age
RAG & Vector Search
Lecture 16: Secrecy and Security in the Nuclear Age
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 โšก AI Lesson
Optional Discussion: Containment
MIT OpenCourseWare Intermediate 2y ago
Lecture 23: The Birth of Particle Cosmology
RAG & Vector Search โšก AI Lesson
Lecture 23: The Birth of Particle Cosmology
MIT OpenCourseWare Advanced 2y ago
Lecture 1: Introduction to Einstein, Oppenheimer, Feynman: Physics in the 20th Century
RAG & Vector Search โšก AI Lesson
Lecture 1: Introduction to Einstein, Oppenheimer, Feynman: Physics in the 20th Century
MIT OpenCourseWare Beginner 2y ago
Lecture 13: Physics under Hitler
RAG & Vector Search
Lecture 13: Physics under Hitler
MIT OpenCourseWare Intermediate 2y ago
Lecture 4: Waves in the Ether
RAG & Vector Search
Lecture 4: Waves in the Ether
MIT OpenCourseWare Intermediate 2y ago
Lecture 8: Rethinking Light
RAG & Vector Search
Lecture 8: Rethinking Light
MIT OpenCourseWare Advanced 2y ago
Lecture 21: Teaching Feynman's Tools: The Dispersion of Feynman Diagrams in Postwar Physics
RAG & Vector Search โšก AI Lesson
Lecture 21: Teaching Feynman's Tools: The Dispersion of Feynman Diagrams in Postwar Physics
MIT OpenCourseWare Intermediate 2y ago
Lecture 7: A Political History of Gravity
RAG & Vector Search
Lecture 7: A Political History of Gravity
MIT OpenCourseWare Intermediate 2y ago
Lecture 20: A Conservative Revolution: QED and Renormalization
RAG & Vector Search โšก AI Lesson
Lecture 20: A Conservative Revolution: QED and Renormalization
MIT OpenCourseWare Intermediate 2y ago
Lecture 18: Coldwar Classroom: Teaching Quantum Theory in Postwar American Physics
RAG & Vector Search
Lecture 18: Coldwar Classroom: Teaching Quantum Theory in Postwar American Physics
MIT OpenCourseWare Advanced 2y ago
Lecture 25: String Theory and the Multiverse
RAG & Vector Search โšก AI Lesson
Lecture 25: String Theory and the Multiverse
MIT OpenCourseWare Advanced 2y ago
Lecture 9: Rethinking Matter
RAG & Vector Search
Lecture 9: Rethinking Matter
MIT OpenCourseWare Advanced 2y ago
Optional Discussion: The Day After Trinity
RAG & Vector Search
Optional Discussion: The Day After Trinity
MIT OpenCourseWare Intermediate 2y ago
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