Core AI

RAG & Vector Search

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

4,932
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
Lecture 1: Introduction to Einstein, Oppenheimer, Feynman: Physics in the 20th Century
RAG & Vector Search ⚡ 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
LlamaIndex Webinar: Make RAG Production-Ready
RAG & Vector Search ⚡ AI Lesson
LlamaIndex Webinar: Make RAG Production-Ready
LlamaIndex Beginner 2y ago
【MINECRAFT】 Yes, I'm still working on this big ol tree
RAG & Vector Search
【MINECRAFT】 Yes, I'm still working on this big ol tree
Ceres Fauna Ch. hololive-EN Beginner 2y ago
How to use BGE Embeddings for LangChain and RAG
RAG & Vector Search ⚡ AI Lesson
How to use BGE Embeddings for LangChain and RAG
Sam Witteveen Beginner 2y ago
Vector Databases for Data Science with Weaviate in Python
RAG & Vector Search ⚡ AI Lesson
Vector Databases for Data Science with Weaviate in Python
DataCamp Intermediate 2y ago
Variables and Flows for Chatbots | NeMo Guardrails #2
RAG & Vector Search ⚡ AI Lesson
Variables and Flows for Chatbots | NeMo Guardrails #2
James Briggs Beginner 2y ago
【Amnesia: The Bunker】 B-barney, is that you?! (OFF COLLAB with @HakosBaelz) | #2
RAG & Vector Search
【Amnesia: The Bunker】 B-barney, is that you?! (OFF COLLAB with @HakosBaelz) | #2
Ceres Fauna Ch. hololive-EN Beginner 2y ago
How AI Unlocks Hidden Insights in Research Reports
RAG & Vector Search
How AI Unlocks Hidden Insights in Research Reports
Lucidate Beginner 2y ago
LlamaIndex Webinar: Build Personalized AI Characters with RealChar
RAG & Vector Search ⚡ AI Lesson
LlamaIndex Webinar: Build Personalized AI Characters with RealChar
LlamaIndex Intermediate 2y ago
NVIDIA NeMo Guardrails: Full Walkthrough for Chatbots / AI
RAG & Vector Search
NVIDIA NeMo Guardrails: Full Walkthrough for Chatbots / AI
James Briggs Beginner 2y ago
How to Cultivate Practical Positivity for Success | Gary Vee’s Wisdom
RAG & Vector Search ⚡ AI Lesson
How to Cultivate Practical Positivity for Success | Gary Vee’s Wisdom
Evan Carmichael Intermediate 2y ago
DataStax: How to power a NoSQL assistant with gen AI
RAG & Vector Search
DataStax: How to power a NoSQL assistant with gen AI
Google Cloud Beginner 2y ago
Advanced JavaScript Techniques: Closures, Prototypes, Async/Await | Live Q&A with Senior Developer
RAG & Vector Search
Advanced JavaScript Techniques: Closures, Prototypes, Async/Await | Live Q&A with Senior Developer
Scrimba Advanced 2y ago
Repetition Lobotomizes - How Much Repetition In Music Do We Need?
RAG & Vector Search
Repetition Lobotomizes - How Much Repetition In Music Do We Need?
Burned Guitarist Beginner 2y ago
SEO Gap Analysis: Leverage Your Competitor's Performance [MozCon 2022] — Lidia Infante
RAG & Vector Search
SEO Gap Analysis: Leverage Your Competitor's Performance [MozCon 2022] — Lidia Infante
Moz Beginner 2y ago
VectorAdmin | The universal GUI for vector databases
RAG & Vector Search
VectorAdmin | The universal GUI for vector databases
Tim Carambat Beginner 2y ago
LangChain x Pinecone: Supercharging Llama-2 with RAG
RAG & Vector Search ⚡ AI Lesson
LangChain x Pinecone: Supercharging Llama-2 with RAG
LangChain Intermediate 2y ago
Create a Contextual Chatbot with LLM a Vector Database in 10 Minutes // Raahul Dutta // LLMs Part 2
RAG & Vector Search
Create a Contextual Chatbot with LLM a Vector Database in 10 Minutes // Raahul Dutta // LLMs Part 2
MLOps.community Intermediate 2y ago
3 questions to ask yourself before you believe something - Siska De Baerdemaeker
RAG & Vector Search
3 questions to ask yourself before you believe something - Siska De Baerdemaeker
TED-Ed Beginner 2y ago
SUCCESSFUL Entrepreneurs DO THIS in Their Business! | Evan Carmichael ADVICE
RAG & Vector Search
SUCCESSFUL Entrepreneurs DO THIS in Their Business! | Evan Carmichael ADVICE
Evan Carmichael Beginner 2y ago
Rip Drag: Eliminate Your GUI File Manager Again!
RAG & Vector Search
Rip Drag: Eliminate Your GUI File Manager Again!
Brodie Robertson Intermediate 2y ago
Don't make this big O mistake!
RAG & Vector Search
Don't make this big O mistake!
mCoding Beginner 2y ago
Day 21 Empowering the future | Coding and Problem Solving in School
RAG & Vector Search
Day 21 Empowering the future | Coding and Problem Solving in School
GeeksforGeeks Intermediate 2y ago
Luis Lopez   ITS LIVE: Jupyter and cloud native formats to map climate change  | JupyterCon 2023
RAG & Vector Search
Luis Lopez ITS LIVE: Jupyter and cloud native formats to map climate change | JupyterCon 2023
JupyterCon Intermediate 2y ago
Forrest Bao   CodePod: Scalable Computational Notebook on a Hierarchical Whiteboard with Scoped Runt
RAG & Vector Search
Forrest Bao CodePod: Scalable Computational Notebook on a Hierarchical Whiteboard with Scoped Runt
JupyterCon Beginner 2y ago
Langchain + Qdrant Cloud | Pinecone FREE Alternative (20GB) | Tutorial
RAG & Vector Search ⚡ AI Lesson
Langchain + Qdrant Cloud | Pinecone FREE Alternative (20GB) | Tutorial
Alejandro AO Beginner 2y ago
BigQuery Cost Optimization: Storage
RAG & Vector Search
BigQuery Cost Optimization: Storage
Google Cloud Tech Advanced 2y ago
Learn To Leverage AI Before It’s Too Late! ⏰
RAG & Vector Search
Learn To Leverage AI Before It’s Too Late! ⏰
Neil Patel Beginner 3y ago
LangChain: Chat with Your Data by DeepLearning.AI Now Available
RAG & Vector Search
LangChain: Chat with Your Data by DeepLearning.AI Now Available
DeepLearningAI Intermediate 3y ago
Lecture 21: Teaching Feynman's Tools: The Dispersion of Feynman Diagrams in Postwar Physics
RAG & Vector Search ⚡ AI Lesson
Lecture 21: Teaching Feynman's Tools: The Dispersion of Feynman Diagrams in Postwar Physics
MIT OpenCourseWare Intermediate 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
Lecture 10: Matrices and Uncertainty
RAG & Vector Search
Lecture 10: Matrices and Uncertainty
MIT OpenCourseWare Intermediate 2y ago
Lecture 6: Reception of Special Relativity
RAG & Vector Search
Lecture 6: Reception of Special Relativity
MIT OpenCourseWare Intermediate 2y ago
Lecture 3: Worldviews, Wranglers, and the Making of Theoretical Physicists
RAG & Vector Search
Lecture 3: Worldviews, Wranglers, and the Making of Theoretical Physicists
MIT OpenCourseWare Advanced 2y ago
【Pokémon Unite】 TOURNAMENT TRAINING WITH @IRyS
RAG & Vector Search ⚡ AI Lesson
【Pokémon Unite】 TOURNAMENT TRAINING WITH @IRyS
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Planet Zoo】 I bought every single DLC for Planet Zoo
RAG & Vector Search
【Planet Zoo】 I bought every single DLC for Planet Zoo
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Azure OpenAI in LangChain: Getting Started
RAG & Vector Search
Azure OpenAI in LangChain: Getting Started
James Briggs Beginner 2y ago
Discover LlamaIndex: Bottoms-Up Development with LLMs (Part 4, Embeddings)
RAG & Vector Search
Discover LlamaIndex: Bottoms-Up Development with LLMs (Part 4, Embeddings)
LlamaIndex Intermediate 2y ago
Better Llama 2 with Retrieval Augmented Generation (RAG)
RAG & Vector Search ⚡ AI Lesson
Better Llama 2 with Retrieval Augmented Generation (RAG)
James Briggs Beginner 2y ago
【Planet Zoo】 So-called Keeper of "Nature" builds a "zoo" for "animals"
RAG & Vector Search ⚡ AI Lesson
【Planet Zoo】 So-called Keeper of "Nature" builds a "zoo" for "animals"
Ceres Fauna Ch. hololive-EN Beginner 2y ago
kirin streaming (chats and superchats!)
RAG & Vector Search
kirin streaming (chats and superchats!)
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Stephen Macke   IPyflow: Supercharging Jupyter with Dataflow Awareness | JupyterCon 2023
RAG & Vector Search
Stephen Macke IPyflow: Supercharging Jupyter with Dataflow Awareness | JupyterCon 2023
JupyterCon Intermediate 2y ago
Jack Fitzsimons   Eyes off data science: a transparently opaque framework for data processing | Jupy
RAG & Vector Search
Jack Fitzsimons Eyes off data science: a transparently opaque framework for data processing | Jupy
JupyterCon Intermediate 2y ago
【HITMAN 3】 casual hitman with maximum graphics
RAG & Vector Search ⚡ AI Lesson
【HITMAN 3】 casual hitman with maximum graphics
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【MINECRAFT】 The one where Fauna finally upgrades her PC after almost 2 years
RAG & Vector Search ⚡ AI Lesson
【MINECRAFT】 The one where Fauna finally upgrades her PC after almost 2 years
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【THE GETTING OVER IT TRIALS】 Commentary desk hosted by Faunashi-sensei and Ourochimaru
RAG & Vector Search
【THE GETTING OVER IT TRIALS】 Commentary desk hosted by Faunashi-sensei and Ourochimaru
Ceres Fauna Ch. hololive-EN Beginner 3y ago
📚 Continue on Coursera External links · Free to audit
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Getting Started with Vector Databases and AI Embeddings
📚 External: Coursera ↗
Self-paced
Getting Started with Vector Databases and AI Embeddings
Opens on Coursera ↗
Understanding and Applying Text Embeddings
📚 External: Coursera ↗
Self-paced
Understanding and Applying Text Embeddings
Opens on Coursera ↗
Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
📚 External: Coursera ↗
Self-paced
Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
Opens on Coursera ↗
Criar embeddings, pesquisa vetorial e RAG com o BigQuery
📚 External: Coursera ↗
Self-paced
Criar embeddings, pesquisa vetorial e RAG com o BigQuery
Opens on Coursera ↗
Unlock Multimodal Search
📚 External: Coursera ↗
Self-paced
Unlock Multimodal Search
Opens on Coursera ↗
Pesquisa vetorial e embeddings
📚 External: Coursera ↗
Self-paced
Pesquisa vetorial e embeddings
Opens on Coursera ↗