Core AI

RAG & Vector Search

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

4,916
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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Five puzzles for thinking outside the box
RAG & Vector Search
Five puzzles for thinking outside the box
3Blue1Brown Beginner 1y ago
Build and Deploy a RAG Chatbot with JavaScript, LangChain.js, Next.js, Vercel, OpenAI
RAG & Vector Search ⚡ AI Lesson
Build and Deploy a RAG Chatbot with JavaScript, LangChain.js, Next.js, Vercel, OpenAI
freeCodeCamp.org Beginner 1y ago
RAG with LangChain on Google Cloud
RAG & Vector Search
RAG with LangChain on Google Cloud
Google Cloud Tech Intermediate 1y ago
3 Populat RAG Tools - NotebookLM, ChatPDF & NoteGPT.io!
RAG & Vector Search
3 Populat RAG Tools - NotebookLM, ChatPDF & NoteGPT.io!
Analytics Vidhya 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
【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
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
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
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
Maximizing Data Science Efficiency: Strategies for Fast Solutions #languagemodels
RAG & Vector Search
Maximizing Data Science Efficiency: Strategies for Fast Solutions #languagemodels
Data Science Dojo 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
Demystifying RAG for developers
RAG & Vector Search
Demystifying RAG for developers
Google Cloud Tech Intermediate 1y ago
🩵 easiest style tip: a monochromatic moment 🤍🐩🥼🦢🕊️ #fashion #style #hackyourhr
RAG & Vector Search
🩵 easiest style tip: a monochromatic moment 🤍🐩🥼🦢🕊️ #fashion #style #hackyourhr
Amy Lentz | Hack Your HR Intermediate 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
Richard Branson's Top 10 Rules for Success
RAG & Vector Search
Richard Branson's Top 10 Rules for Success
Evan Carmichael Beginner 1y ago
Building the Silicon Brain - Drew Houston of Dropbox
RAG & Vector Search ⚡ AI Lesson
Building the Silicon Brain - Drew Houston of Dropbox
Latent Space Beginner 1y ago
Other Practical Solutions from recent Research Papers
RAG & Vector Search
Other Practical Solutions from recent Research Papers
Analytics Vidhya 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
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
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
【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
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
HyDE(Hypothetical Document Embeddings)
RAG & Vector Search ⚡ AI Lesson
HyDE(Hypothetical Document Embeddings)
Analytics Vidhya Intermediate 1y ago
Incomplete Problem & Solution
RAG & Vector Search
Incomplete Problem & Solution
Analytics Vidhya Intermediate 1y ago
Hands on - Solution for Wrong Format
RAG & Vector Search ⚡ AI Lesson
Hands on - Solution for Wrong Format
Analytics Vidhya Intermediate 1y ago
Wrong Format Problem & Solution
RAG & Vector Search
Wrong Format Problem & Solution
Analytics Vidhya Intermediate 1y ago
Hands-on Solution for Missed Top Ranked, Not in Context, Not Extracted & Incorrect Specificity
RAG & Vector Search ⚡ AI Lesson
Hands-on Solution for Missed Top Ranked, Not in Context, Not Extracted & Incorrect Specificity
Analytics Vidhya Intermediate 1y ago
Practical Solutions
RAG & Vector Search
Practical Solutions
Analytics Vidhya Intermediate 1y ago
Other Key Challenges
RAG & Vector Search ⚡ AI Lesson
Other Key Challenges
Analytics Vidhya Intermediate 1y ago
Hands on Solution for Missing Content in RAG
RAG & Vector Search
Hands on Solution for Missing Content in RAG
Analytics Vidhya Intermediate 1y ago
RAG System Challenges & Practical Solutions
RAG & Vector Search
RAG System Challenges & Practical Solutions
Analytics Vidhya Intermediate 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
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
📚 Continue on Coursera External links · Free to audit
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Getting Started with Vector Search and Embeddings
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Self-paced
Getting Started with Vector Search and Embeddings
Opens on Coursera ↗
Getting Started with Vector Databases and AI Embeddings
📚 External: Coursera ↗
Self-paced
Getting Started with Vector Databases and AI Embeddings
Opens on Coursera ↗
Embed Everything
📚 External: Coursera ↗
Self-paced
Embed Everything
Opens on Coursera ↗
Plan a Successful Freelancing Business
📚 External: Coursera ↗
Self-paced
Plan a Successful Freelancing Business
Opens on Coursera ↗
Membangun Agen AI dengan Database Enterprise
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Self-paced
Membangun Agen AI dengan Database Enterprise
Opens on Coursera ↗
Weaviate Database Mastery
📚 External: Coursera ↗
Self-paced
Weaviate Database Mastery
Opens on Coursera ↗