Core AI

RAG & Vector Search

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

5,310
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
Videos 5,121 Reads 189
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RAG with LangChain on Google Cloud
RAG & Vector Search
RAG with LangChain on Google Cloud
Google Cloud Tech Intermediate 1y ago
Kindness vs. Competition - Grizzly Finds His Courage! #KindnessOverBragging #StandUpWithGrizzly
RAG & Vector Search
Kindness vs. Competition - Grizzly Finds His Courage! #KindnessOverBragging #StandUpWithGrizzly
VeeFriends Cartoons Intermediate 1y ago
【Pikmin 2】 It's just a submerged castle, how bad could it be? | #6
RAG & Vector Search ⚡ AI Lesson
【Pikmin 2】 It's just a submerged castle, how bad could it be? | #6
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Bounded Differences Inequality (aka Azuma-Hoeffding Inequality)
RAG & Vector Search ⚡ AI Lesson
Bounded Differences Inequality (aka Azuma-Hoeffding Inequality)
MIT OpenCourseWare Intermediate 1y ago
Large Bipartite Subgraph
RAG & Vector Search
Large Bipartite Subgraph
MIT OpenCourseWare Beginner 1y ago
How Trump’s second term will be different
RAG & Vector Search
How Trump’s second term will be different
Vox Beginner 1y ago
How to Leverage Your Competitor’s Keywords
RAG & Vector Search ⚡ AI Lesson
How to Leverage Your Competitor’s Keywords
Rank Math SEO Intermediate 1y ago
IPC Systems: Real-Time Voice Transcription and Insights for Finance
RAG & Vector Search
IPC Systems: Real-Time Voice Transcription and Insights for Finance
AWS Developers Beginner 1y ago
【L.A. Noire】 Kirin solves crimes perfectly (X)
RAG & Vector Search
【L.A. Noire】 Kirin solves crimes perfectly (X)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
5 Useful f String Tricks - For Python
RAG & Vector Search ⚡ AI Lesson
5 Useful f String Tricks - For Python
Tech With Tim Beginner 1y ago
Why Most People Aren't Attracting Abundance!
RAG & Vector Search
Why Most People Aren't Attracting Abundance!
Evan Carmichael Intermediate 1y ago
The Application podcast with Tom Bostick #oxfordsbs #podcast #usarmy #usveterans
RAG & Vector Search
The Application podcast with Tom Bostick #oxfordsbs #podcast #usarmy #usveterans
Saïd Business School, University of Oxford Intermediate 1y ago
Ex-Pentagon Official: The U.S Isn't Telling The Truth! Top-Secret UFO Encounters Finally Uncovered!
RAG & Vector Search
Ex-Pentagon Official: The U.S Isn't Telling The Truth! Top-Secret UFO Encounters Finally Uncovered!
The Diary Of A CEO Beginner 1y ago
Advanced RAG Pipelines with LlamaIndex & Amazon Bedrock
RAG & Vector Search
Advanced RAG Pipelines with LlamaIndex & Amazon Bedrock
AWS Developers Beginner 1y ago
AI anywhere: How AI models, AI optimized cloud infrastructure, and edge unlock new business cases
RAG & Vector Search
AI anywhere: How AI models, AI optimized cloud infrastructure, and edge unlock new business cases
Google Cloud Intermediate 1y ago
What To Learn To Become a Python Backend Developer
RAG & Vector Search ⚡ AI Lesson
What To Learn To Become a Python Backend Developer
Tech With Tim Beginner 1y ago
Ashton Shanks Reveals Hidden Entrepreneur Secrets
RAG & Vector Search
Ashton Shanks Reveals Hidden Entrepreneur Secrets
Professor Charley T Intermediate 1y ago
CSS property: box-decoration-break
RAG & Vector Search ⚡ AI Lesson
CSS property: box-decoration-break
Chrome for Developers Intermediate 1y ago
Tequila And Mezcal's Newest Rival Is Over 2,000 Years Old | Still Standing | Business Insider
RAG & Vector Search ⚡ AI Lesson
Tequila And Mezcal's Newest Rival Is Over 2,000 Years Old | Still Standing | Business Insider
Business Insider Beginner 1y ago
How vector embeddings work according to Google's General Manager of Databases #google #ai #vector
RAG & Vector Search ⚡ AI Lesson
How vector embeddings work according to Google's General Manager of Databases #google #ai #vector
DataCamp Intermediate 1y ago
Demystifying RAG for developers
RAG & Vector Search
Demystifying RAG for developers
Google Cloud Tech Intermediate 1y ago
Richard Branson's Top 10 Rules for Success
RAG & Vector Search
Richard Branson's Top 10 Rules for Success
Evan Carmichael Beginner 1y ago
Demo: Unleashing Gemma in production with Hugging Face Text Generation Inference (TGI)
RAG & Vector Search
Demo: Unleashing Gemma in production with Hugging Face Text Generation Inference (TGI)
Google for Developers Intermediate 1y ago
PGVector: Turn PostgreSQL Into A Vector Database
RAG & Vector Search ⚡ AI Lesson
PGVector: Turn PostgreSQL Into A Vector Database
NeuralNine Beginner 1y ago
How HubSpot Uses AI to Transform Business Communication
RAG & Vector Search ⚡ AI Lesson
How HubSpot Uses AI to Transform Business Communication
Zapier Beginner 1y ago
Crack Off-Campus Placement before 2025 with this Strategy
RAG & Vector Search
Crack Off-Campus Placement before 2025 with this Strategy
GeeksforGeeks Intermediate 1y ago
Linearity of Expectations
RAG & Vector Search ⚡ AI Lesson
Linearity of Expectations
MIT OpenCourseWare Intermediate 1y ago
Extremal Set Theory: Sperner's Theorem
RAG & Vector Search
Extremal Set Theory: Sperner's Theorem
MIT OpenCourseWare Intermediate 1y ago
Existence of Graphs with High Girth and High Chromatic Number
RAG & Vector Search
Existence of Graphs with High Girth and High Chromatic Number
MIT OpenCourseWare Advanced 1y ago
Extremal Set Theory: Intersecting Families
RAG & Vector Search
Extremal Set Theory: Intersecting Families
MIT OpenCourseWare Beginner 1y ago
Lower Bounds to Ramsey Numbers
RAG & Vector Search
Lower Bounds to Ramsey Numbers
MIT OpenCourseWare Intermediate 1y ago
Markov, Chebyshev, and Chernoff
RAG & Vector Search
Markov, Chebyshev, and Chernoff
MIT OpenCourseWare Intermediate 1y ago
Threshold for a Random Graph to Contain a Triangle
RAG & Vector Search
Threshold for a Random Graph to Contain a Triangle
MIT OpenCourseWare Intermediate 1y ago
Independent Sets and Turán's Theorem
RAG & Vector Search ⚡ AI Lesson
Independent Sets and Turán's Theorem
MIT OpenCourseWare Intermediate 1y ago
Crossing Number Inequality
RAG & Vector Search
Crossing Number Inequality
MIT OpenCourseWare Advanced 1y ago
【DREDGE: The Iron Rig】 Trapped on an oil rig surrounded by sea monsters
RAG & Vector Search
【DREDGE: The Iron Rig】 Trapped on an oil rig surrounded by sea monsters
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Unsorted Horror】 a charcuterie of dread inducing horror games
RAG & Vector Search
【Unsorted Horror】 a charcuterie of dread inducing horror games
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin 2】 oh no! the pikmin are dying! | #5
RAG & Vector Search ⚡ AI Lesson
【Pikmin 2】 oh no! the pikmin are dying! | #5
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Unsorted VHS】 Modern retro horror puzzle game by the creator of Buckshot Roulette
RAG & Vector Search ⚡ AI Lesson
【Unsorted VHS】 Modern retro horror puzzle game by the creator of Buckshot Roulette
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Mouthwashing】 The strange, unsettling horror game where you drink mouthwash to survive
RAG & Vector Search ⚡ AI Lesson
【Mouthwashing】 The strange, unsettling horror game where you drink mouthwash to survive
Ceres Fauna Ch. hololive-EN Beginner 1y ago
the first solo fauna stream in 8,000 years
RAG & Vector Search ⚡ AI Lesson
the first solo fauna stream in 8,000 years
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【THE FOREST】 I love this ridiculous & scary survival crafting game
RAG & Vector Search
【THE FOREST】 I love this ridiculous & scary survival crafting game
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Many beginner software engineers often gravitate toward frontend development...
RAG & Vector Search ⚡ AI Lesson
Many beginner software engineers often gravitate toward frontend development...
Tech With Tim Beginner 1y ago
Embeddings for AI/ML and RAG apps
RAG & Vector Search
Embeddings for AI/ML and RAG apps
Google Cloud Tech Intermediate 1y ago
Build RAG apps with embeddings
RAG & Vector Search
Build RAG apps with embeddings
Google Cloud Tech Beginner 1y ago
How to secure your cloud with VPC Service Controls
RAG & Vector Search
How to secure your cloud with VPC Service Controls
Google Cloud Tech Beginner 1y ago
Dr Wayne Dyer: Why Pain and Loss Are the Gateways to True Transformation!
RAG & Vector Search ⚡ AI Lesson
Dr Wayne Dyer: Why Pain and Loss Are the Gateways to True Transformation!
Evan Carmichael Intermediate 1y ago
Bruce Lipton on Understanding Yourself, Genetics, Beliefs and Breaking Free from Your Subconscious!
RAG & Vector Search
Bruce Lipton on Understanding Yourself, Genetics, Beliefs and Breaking Free from Your Subconscious!
Evan Carmichael Beginner 1y ago
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