Core AI

RAG & Vector Search

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

4,922
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
Behind the Screen: How Amazon Prime Video ships RecSys models 4x faster
RAG & Vector Search ⚡ 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 5: Einstein and Experiment
RAG & Vector Search
Lecture 5: Einstein and Experiment
MIT OpenCourseWare Intermediate 2y ago
Lecture 11: Waves and Probabilities
RAG & Vector Search
Lecture 11: Waves and Probabilities
MIT OpenCourseWare Intermediate 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
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
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
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
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
Rip Drag: Eliminate Your GUI File Manager Again!
RAG & Vector Search
Rip Drag: Eliminate Your GUI File Manager Again!
Brodie Robertson Intermediate 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
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
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 2y ago
Embeddings and Retrieval for LLMs: Techniques and Challenges // Anton Troynikov // LLMs in Prod Con
RAG & Vector Search
Embeddings and Retrieval for LLMs: Techniques and Challenges // Anton Troynikov // LLMs in Prod Con
MLOps.community Intermediate 3y ago
Knowledge Base Creation: First Semantic Search Engine Patent #topicalauthority #seocourse #seo
RAG & Vector Search
Knowledge Base Creation: First Semantic Search Engine Patent #topicalauthority #seocourse #seo
Koray Tuğberk GÜBÜR Intermediate 3y ago
Embedchain - NEW 🔥 Langchain BABY to build LLM Bots!!!
RAG & Vector Search
Embedchain - NEW 🔥 Langchain BABY to build LLM Bots!!!
1littlecoder Intermediate 3y ago
Destination not working: Google Ads Help
RAG & Vector Search
Destination not working: Google Ads Help
Google Ads Intermediate 3y ago
Improve responsive patient service with Google AI
RAG & Vector Search
Improve responsive patient service with Google AI
Google Cloud Intermediate 3y ago
Improve customer service with generative AI
RAG & Vector Search
Improve customer service with generative AI
Google Cloud Intermediate 3y ago
How to Achieve Higher Awareness | Wayne Dyer's Insight in 18 Minutes
RAG & Vector Search
How to Achieve Higher Awareness | Wayne Dyer's Insight in 18 Minutes
Evan Carmichael Intermediate 3y ago
Why YOUR Opinion doesn't matter!
RAG & Vector Search ⚡ AI Lesson
Why YOUR Opinion doesn't matter!
The Futur Intermediate 3y ago
Visualization: Integrate Enterprise Data into ChatGPT's Prompt
RAG & Vector Search
Visualization: Integrate Enterprise Data into ChatGPT's Prompt
Discover AI Intermediate 3y ago
Data Parallelism Using PyTorch DDP | NVAITC Webinar
RAG & Vector Search ⚡ AI Lesson
Data Parallelism Using PyTorch DDP | NVAITC Webinar
NVIDIA Developer Intermediate 3y ago
Will Software Engineers Survive Against AI?
RAG & Vector Search
Will Software Engineers Survive Against AI?
Jean Lee Intermediate 3y ago
Hybrid Chatbots: How to Chat with Multiple Data Sources (Pinecone, ChatGPT & More)
RAG & Vector Search
Hybrid Chatbots: How to Chat with Multiple Data Sources (Pinecone, ChatGPT & More)
Liam Ottley Intermediate 3y ago
LangChain Retrieval QA with Instructor Embeddings & ChromaDB for PDFs
RAG & Vector Search ⚡ AI Lesson
LangChain Retrieval QA with Instructor Embeddings & ChromaDB for PDFs
Sam Witteveen Intermediate 3y ago
How to Chat with HUNDREDS of Files (500+ Hormozi Podcasts)
RAG & Vector Search
How to Chat with HUNDREDS of Files (500+ Hormozi Podcasts)
Liam Ottley Intermediate 3y ago
The Biggest Misconception about Embeddings
RAG & Vector Search
The Biggest Misconception about Embeddings
ritvikmath Intermediate 3y ago
How to check whether a file exists in Python
RAG & Vector Search ⚡ AI Lesson
How to check whether a file exists in Python
mCoding Intermediate 3y ago
Optional Discussion: Containment
RAG & Vector Search ⚡ AI Lesson
Optional Discussion: Containment
MIT OpenCourseWare Intermediate 2y ago
Lecture 13: Physics under Hitler
RAG & Vector Search
Lecture 13: Physics under Hitler
MIT OpenCourseWare Intermediate 2y 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
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
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
LlamaIndex Webinar: Active Retrieval Augmented Generation
RAG & Vector Search
LlamaIndex Webinar: Active Retrieval Augmented Generation
LlamaIndex Intermediate 3y ago
Set A New Standard For Yourself! | Evan Carmichael | #Shorts
RAG & Vector Search
Set A New Standard For Yourself! | Evan Carmichael | #Shorts
Evan Carmichael Intermediate 3y ago
Transform Your Good Life to Great with This Morning Routine!
RAG & Vector Search
Transform Your Good Life to Great with This Morning Routine!
Evan Carmichael Intermediate 3y ago
Teaching with MIT OpenCourseWare: Case Studies from Nigeria
RAG & Vector Search ⚡ AI Lesson
Teaching with MIT OpenCourseWare: Case Studies from Nigeria
MIT OpenCourseWare Intermediate 3y ago
Lecture 21: PF (Part 4) / Labor (Part 1)
RAG & Vector Search
Lecture 21: PF (Part 4) / Labor (Part 1)
MIT OpenCourseWare Intermediate 3y ago
Lecture 2: Poverty Traps: Theory
RAG & Vector Search
Lecture 2: Poverty Traps: Theory
MIT OpenCourseWare Intermediate 3y ago
Lecture 23: Labor (Part 3)
RAG & Vector Search ⚡ AI Lesson
Lecture 23: Labor (Part 3)
MIT OpenCourseWare Intermediate 3y ago
Lecture 20: Public Finance (Part 3)
RAG & Vector Search
Lecture 20: Public Finance (Part 3)
MIT OpenCourseWare Intermediate 3y ago
Lecture 4: Microarray - Massively Parallel Measurement
RAG & Vector Search
Lecture 4: Microarray - Massively Parallel Measurement
MIT OpenCourseWare Intermediate 3y ago
Lecture 5: Limits of Technologies
RAG & Vector Search ⚡ AI Lesson
Lecture 5: Limits of Technologies
MIT OpenCourseWare Intermediate 3y ago
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Vector Search ve Yerleştirmeler
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Self-paced
Vector Search ve Yerleştirmeler
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Master Retrieval-Augmented Generation (RAG) Systems
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Self-paced
Master Retrieval-Augmented Generation (RAG) Systems
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Build Chroma Search
📚 External: Coursera ↗
Self-paced
Build Chroma Search
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Applied Generative AI & NLP with Python
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Self-paced
Applied Generative AI & NLP with Python
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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 ↗
Das liebe Geld - Finance im Alltag
📚 External: Coursera ↗
Self-paced
Das liebe Geld - Finance im Alltag
Opens on Coursera ↗