Core AI

RAG & Vector Search

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

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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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Lecture 6: Neuronal Conduction and Transmission
RAG & Vector Search
Lecture 6: Neuronal Conduction and Transmission
MIT OpenCourseWare Intermediate 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
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
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
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
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
How to build a Q&A AI in Python (Open-domain Question-Answering)
RAG & Vector Search ⚡ AI Lesson
How to build a Q&A AI in Python (Open-domain Question-Answering)
James Briggs Intermediate 4y ago
Semantic SEO - An SEO Case Study with Google's Algorithm Analysis
RAG & Vector Search
Semantic SEO - An SEO Case Study with Google's Algorithm Analysis
Koray Tuğberk GÜBÜR Intermediate 4y ago
Building a Python app with Anvil to email me if my website goes down (includes paid features)
RAG & Vector Search
Building a Python app with Anvil to email me if my website goes down (includes paid features)
mCoding Intermediate 4y ago
Python staticmethod and classmethod
RAG & Vector Search
Python staticmethod and classmethod
mCoding Intermediate 4y ago
Why the US isn't ready for clean energy
RAG & Vector Search
Why the US isn't ready for clean energy
Vox Intermediate 4y ago
SEO news: Why you should do the new Yoast SEO workout
RAG & Vector Search
SEO news: Why you should do the new Yoast SEO workout
Yoast Intermediate 4y ago
SEO news: Twitter is testing a newsletter subscription button
RAG & Vector Search
SEO news: Twitter is testing a newsletter subscription button
Yoast Intermediate 4y ago
Chai Time Kaggle Talks with Shivam Gupta, Ayushman Buragohain & Nischay Dhankhar
RAG & Vector Search
Chai Time Kaggle Talks with Shivam Gupta, Ayushman Buragohain & Nischay Dhankhar
Weights & Biases Intermediate 4y ago
Solution Challenge Demo Day 2021 Project: Helppier
RAG & Vector Search
Solution Challenge Demo Day 2021 Project: Helppier
Google for Developers Intermediate 4y ago
Built-in intents for App Actions
RAG & Vector Search
Built-in intents for App Actions
Google for Developers Intermediate 4y ago
2021 Marketing 360 Design Reel
RAG & Vector Search
2021 Marketing 360 Design Reel
Marketing 360 Intermediate 4y ago
Five Brilliant Brand Identities - August 2021
RAG & Vector Search
Five Brilliant Brand Identities - August 2021
Flux Academy Intermediate 4y ago
Tips Membersihkan (Trim dan Clean) Spasi dan Paragraf dalam Kolom Text di Power Query Editor
RAG & Vector Search
Tips Membersihkan (Trim dan Clean) Spasi dan Paragraf dalam Kolom Text di Power Query Editor
Iwan Gunawan Intermediate 4y ago
Python Speech Recognition in 5 Minutes
RAG & Vector Search
Python Speech Recognition in 5 Minutes
AssemblyAI Intermediate 4y ago
Daily SEO Fix: Prioritize Crawl Issues
RAG & Vector Search
Daily SEO Fix: Prioritize Crawl Issues
Moz Intermediate 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
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
Building Transformer Tokenizers (Dhivehi NLP #1)
RAG & Vector Search ⚡ AI Lesson
Building Transformer Tokenizers (Dhivehi NLP #1)
James Briggs Intermediate 4y ago
Using archives in the context of mobilization for the recognition of Belgium's colonial past
RAG & Vector Search
Using archives in the context of mobilization for the recognition of Belgium's colonial past
MIT OpenCourseWare Intermediate 4y ago
All You Need to Know on Multilingual Sentence Vectors (1 Model, 50+ Languages)
RAG & Vector Search
All You Need to Know on Multilingual Sentence Vectors (1 Model, 50+ Languages)
James Briggs Intermediate 4y ago
Relevance of a transitional justice framework to address Belgium’s colonial past
RAG & Vector Search
Relevance of a transitional justice framework to address Belgium’s colonial past
MIT OpenCourseWare Intermediate 4y ago
13. Number
RAG & Vector Search ⚡ AI Lesson
13. Number
MIT OpenCourseWare Intermediate 4y ago
20. Theory of Mind & Mentalizing
RAG & Vector Search
20. Theory of Mind & Mentalizing
MIT OpenCourseWare Intermediate 4y ago
21. Brain Networks
RAG & Vector Search ⚡ AI Lesson
21. Brain Networks
MIT OpenCourseWare Intermediate 4y ago
18. Language I
RAG & Vector Search
18. Language I
MIT OpenCourseWare Intermediate 4y ago
5. Cognitive Neuroscience Methods II
RAG & Vector Search
5. Cognitive Neuroscience Methods II
MIT OpenCourseWare Intermediate 4y ago
16. Music
RAG & Vector Search
16. Music
MIT OpenCourseWare Intermediate 4y ago
10. Development, Nature & Nurture I
RAG & Vector Search
10. Development, Nature & Nurture I
MIT OpenCourseWare Intermediate 4y ago
7. Category Selectivity, Controversies, and MVPA
RAG & Vector Search
7. Category Selectivity, Controversies, and MVPA
MIT OpenCourseWare Intermediate 4y ago
9. Navigation II
RAG & Vector Search ⚡ AI Lesson
9. Navigation II
MIT OpenCourseWare Intermediate 4y ago
11. Development, Nature & Nurture II (2018)
RAG & Vector Search ⚡ AI Lesson
11. Development, Nature & Nurture II (2018)
MIT OpenCourseWare Intermediate 4y ago
Lecture 5: Time Preferences (Applications) I
RAG & Vector Search
Lecture 5: Time Preferences (Applications) I
MIT OpenCourseWare Intermediate 4y ago
Lecture 7: Risk Preferences I
RAG & Vector Search
Lecture 7: Risk Preferences I
MIT OpenCourseWare Intermediate 4y ago
Lecture 19: Defaults, Nudges, and Frames
RAG & Vector Search ⚡ AI Lesson
Lecture 19: Defaults, Nudges, and Frames
MIT OpenCourseWare Intermediate 4y ago
Lecture 11: Social Preferences II
RAG & Vector Search ⚡ AI Lesson
Lecture 11: Social Preferences II
MIT OpenCourseWare Intermediate 4y ago
Lecture 12: Social Preferences III
RAG & Vector Search
Lecture 12: Social Preferences III
MIT OpenCourseWare Intermediate 4y ago
You can pip install directly from GitHub
RAG & Vector Search ⚡ AI Lesson
You can pip install directly from GitHub
mCoding Intermediate 4y ago
SEO news: Automatic translations making YouTube videos accessible all over the world
RAG & Vector Search
SEO news: Automatic translations making YouTube videos accessible all over the world
Yoast Intermediate 4y ago
Choosing Indexes for Similarity Search (Faiss in Python)
RAG & Vector Search ⚡ AI Lesson
Choosing Indexes for Similarity Search (Faiss in Python)
James Briggs Intermediate 4y ago
📚 Continue on Coursera External links · Free to audit
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Master Retrieval-Augmented Generation (RAG) Systems
📚 External: Coursera ↗
Self-paced
Master Retrieval-Augmented Generation (RAG) Systems
Opens on Coursera ↗
Building RAG Systems with Open Models
📚 External: Coursera ↗
Self-paced
Building RAG Systems with Open Models
Opens on Coursera ↗
Getting Started with Mistral
📚 External: Coursera ↗
Self-paced
Getting Started with Mistral
Opens on Coursera ↗
Vector Search ve Yerleştirmeler
📚 External: Coursera ↗
Self-paced
Vector Search ve Yerleştirmeler
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 ↗
Vector Databases for RAG: An Introduction
📚 External: Coursera ↗
Self-paced
Vector Databases for RAG: An Introduction
Opens on Coursera ↗