Core AI

RAG & Vector Search

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

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lessons
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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 14: Midbrain and Forebrain
RAG & Vector Search
Lecture 14: Midbrain and Forebrain
MIT OpenCourseWare Intermediate 4y ago
Lecture 19: Motor System, 1
RAG & Vector Search
Lecture 19: Motor System, 1
MIT OpenCourseWare Intermediate 4y ago
AI detects genetic disorders from patients' faces
RAG & Vector Search
AI detects genetic disorders from patients' faces
AssemblyAI Beginner 4y ago
BERTopic Explained
RAG & Vector Search
BERTopic Explained
James Briggs Beginner 4y ago
Python's secret second argument to iter()
RAG & Vector Search
Python's secret second argument to iter()
mCoding Beginner 4y ago
Start Testing Your Python Code with pytest
RAG & Vector Search
Start Testing Your Python Code with pytest
Real Python Beginner 4y ago
Learn cutting-edge technologies with Google Developer Groups
RAG & Vector Search
Learn cutting-edge technologies with Google Developer Groups
Google for Developers Beginner 4y ago
What are word embeddings?
RAG & Vector Search
What are word embeddings?
AssemblyAI Beginner 4y ago
If I Were Starting A YouTube Channel Today
RAG & Vector Search
If I Were Starting A YouTube Channel Today
Neil Patel Beginner 4y ago
Tech TikTok - Is this really programming? | React
RAG & Vector Search ⚡ AI Lesson
Tech TikTok - Is this really programming? | React
ThePrimeagen Intermediate 4y ago
Should you inherit from object?
RAG & Vector Search
Should you inherit from object?
mCoding Beginner 4y ago
Spotify's Podcast Search Explained
RAG & Vector Search
Spotify's Podcast Search Explained
James Briggs Beginner 4y ago
All Affiliate Websites NEED to Do This...
RAG & Vector Search
All Affiliate Websites NEED to Do This...
Matt Diggity Beginner 4y ago
Maximizing Frame Rates and Image Quality Through AI in Unreal Engine 5
RAG & Vector Search
Maximizing Frame Rates and Image Quality Through AI in Unreal Engine 5
NVIDIA Developer Intermediate 4y ago
Museum La Casa de Los Tiros | Granada | Spain | Andalusia | Andalucia Spain | Visit Spain
RAG & Vector Search
Museum La Casa de Los Tiros | Granada | Spain | Andalusia | Andalucia Spain | Visit Spain
ConnollyCove Beginner 4y ago
Go from Zero to Deployment in Minutes with Graph Composer
RAG & Vector Search
Go from Zero to Deployment in Minutes with Graph Composer
NVIDIA Developer Beginner 4y ago
What lead Jina AI CEO Han Xiao to Neural Search?
RAG & Vector Search ⚡ AI Lesson
What lead Jina AI CEO Han Xiao to Neural Search?
Henry AI Labs Beginner 4y ago
Full Stack Neural Search
RAG & Vector Search ⚡ AI Lesson
Full Stack Neural Search
Henry AI Labs Beginner 4y ago
Everything wrong with my Budget TDI
RAG & Vector Search ⚡ AI Lesson
Everything wrong with my Budget TDI
mk8Matt Intermediate 4y ago
My Mk6 GTI took a WATER DUMP so I fixed it as cheap as possible
RAG & Vector Search ⚡ AI Lesson
My Mk6 GTI took a WATER DUMP so I fixed it as cheap as possible
mk8Matt Intermediate 4y ago
OpenAI Embeddings API - (Interview Recap and Background)
RAG & Vector Search
OpenAI Embeddings API - (Interview Recap and Background)
Connor Shorten Beginner 4y ago
Lecture 25: Habituation, Novelty Responses
RAG & Vector Search
Lecture 25: Habituation, Novelty Responses
MIT OpenCourseWare Intermediate 4y ago
Lecture 28: Visual System 3: Ablation Studies
RAG & Vector Search
Lecture 28: Visual System 3: Ablation Studies
MIT OpenCourseWare Intermediate 4y ago
Lecture 27: Visual System 2: Physiology (orig: Ablation Effects); Neville Sanjana, Guest lecturer
RAG & Vector Search
Lecture 27: Visual System 2: Physiology (orig: Ablation Effects); Neville Sanjana, Guest lecturer
MIT OpenCourseWare Intermediate 4y ago
Lecture 17: Influences on Axon Growth
RAG & Vector Search
Lecture 17: Influences on Axon Growth
MIT OpenCourseWare Intermediate 4y ago
Lecture 1: Introduction to Brain-behavior Studies
RAG & Vector Search ⚡ AI Lesson
Lecture 1: Introduction to Brain-behavior Studies
MIT OpenCourseWare Beginner 4y ago
Lecture 11: Transection Effects; Neocortex
RAG & Vector Search
Lecture 11: Transection Effects; Neocortex
MIT OpenCourseWare Intermediate 4y ago
Lecture 10: Brain Subdivisions; Channels of Conduction
RAG & Vector Search ⚡ AI Lesson
Lecture 10: Brain Subdivisions; Channels of Conduction
MIT OpenCourseWare Intermediate 4y ago
Lecture 3: History and Goals, III
RAG & Vector Search
Lecture 3: History and Goals, III
MIT OpenCourseWare Intermediate 4y ago
Lecture 8: Introduction to CNS and its Evolution
RAG & Vector Search
Lecture 8: Introduction to CNS and its Evolution
MIT OpenCourseWare Beginner 4y ago
Lecture 2: History and Goals, II
RAG & Vector Search
Lecture 2: History and Goals, II
MIT OpenCourseWare Intermediate 4y ago
Lecture 24: Sleep and Waking (cont.); Robert Thomas, M.D., Guest lecturer
RAG & Vector Search
Lecture 24: Sleep and Waking (cont.); Robert Thomas, M.D., Guest lecturer
MIT OpenCourseWare Intermediate 4y ago
Lecture 16: Cell migration; Axon Growth Stages
RAG & Vector Search ⚡ AI Lesson
Lecture 16: Cell migration; Axon Growth Stages
MIT OpenCourseWare Intermediate 4y ago
Lecture 4: History and Goals, IV
RAG & Vector Search ⚡ AI Lesson
Lecture 4: History and Goals, IV
MIT OpenCourseWare Intermediate 4y ago
Lecture 5: Cellular Mechanisms
RAG & Vector Search
Lecture 5: Cellular Mechanisms
MIT OpenCourseWare Intermediate 4y ago
Lecture 18: Axonal Sprouting and Regeneration
RAG & Vector Search
Lecture 18: Axonal Sprouting and Regeneration
MIT OpenCourseWare Intermediate 4y ago
Lecture 6: Neuronal Conduction and Transmission
RAG & Vector Search
Lecture 6: Neuronal Conduction and Transmission
MIT OpenCourseWare Intermediate 4y ago
Is GPL the Future of Sentence Transformers? | Generative Pseudo-Labeling Deep Dive
RAG & Vector Search
Is GPL the Future of Sentence Transformers? | Generative Pseudo-Labeling Deep Dive
James Briggs Intermediate 4y ago
Positional-only and keyword-only arguments in Python
RAG & Vector Search ⚡ AI Lesson
Positional-only and keyword-only arguments in Python
mCoding Beginner 4y ago
Deepfakes run the world?
RAG & Vector Search ⚡ AI Lesson
Deepfakes run the world?
AssemblyAI Beginner 4y ago
Streamlit for ML #5.3 - Publishing Components to Pip
RAG & Vector Search
Streamlit for ML #5.3 - Publishing Components to Pip
James Briggs Beginner 4y ago
Pythonizing Imgui (feat. Cython) and contributing to open source.
RAG & Vector Search
Pythonizing Imgui (feat. Cython) and contributing to open source.
mCoding Beginner 4y ago
Python lists remember what you did to them
RAG & Vector Search
Python lists remember what you did to them
mCoding Beginner 4y ago
I bought TWO Turbo Diesel Jettas for the price of ONE
RAG & Vector Search ⚡ AI Lesson
I bought TWO Turbo Diesel Jettas for the price of ONE
mk8Matt Intermediate 4y ago
Integrated Water Resources Management / The Water-Energy-Food Nexus
RAG & Vector Search ⚡ AI Lesson
Integrated Water Resources Management / The Water-Energy-Food Nexus
MIT OpenCourseWare Intermediate 4y ago
The Confederated Salish-Kootenai Tribes - State of Montana Water Compact
RAG & Vector Search ⚡ AI Lesson
The Confederated Salish-Kootenai Tribes - State of Montana Water Compact
MIT OpenCourseWare Intermediate 4y ago
The Past, Present and Future of the Columbia River Treaty: A Case for Modernization
RAG & Vector Search
The Past, Present and Future of the Columbia River Treaty: A Case for Modernization
MIT OpenCourseWare Intermediate 4y ago
Ganges Water Conflicts between India and Bangladesh
RAG & Vector Search
Ganges Water Conflicts between India and Bangladesh
MIT OpenCourseWare Intermediate 4y ago
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