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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Solution Challenge Demo Day 2022 Project: Starvelp
RAG & Vector Search
Solution Challenge Demo Day 2022 Project: Starvelp
Google for Developers Intermediate 3y ago
Solution Challenge Demo Day 2022 Project: Zero-zone
RAG & Vector Search
Solution Challenge Demo Day 2022 Project: Zero-zone
Google for Developers Intermediate 3y ago
How-to: Running containerized workloads on Graviton-based EC2 instance - AWS Online Tech Talks
RAG & Vector Search
How-to: Running containerized workloads on Graviton-based EC2 instance - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
How to customize TensorFlow Serving
RAG & Vector Search ⚡ AI Lesson
How to customize TensorFlow Serving
TensorFlow Beginner 3y ago
CS50x Nicaragua - CS50 Educator Workshop 2022
RAG & Vector Search
CS50x Nicaragua - CS50 Educator Workshop 2022
CS50 Beginner 3y ago
5 HTML, CSS & JS Mini Projects - Scroll Animation, Rotating Navigation, Drag Events, etc
RAG & Vector Search
5 HTML, CSS & JS Mini Projects - Scroll Animation, Rotating Navigation, Drag Events, etc
Traversy Media Beginner 3y ago
Watch This Before You Build Your Next Project
RAG & Vector Search
Watch This Before You Build Your Next Project
Web Dev Simplified Beginner 3y ago
Data Science Desk Setup to Maximize Productivity
RAG & Vector Search ⚡ AI Lesson
Data Science Desk Setup to Maximize Productivity
Dave Ebbelaar Intermediate 3y ago
Build scalable, cost-effective disaster recovery to AWS - AWS Online Tech Talks
RAG & Vector Search
Build scalable, cost-effective disaster recovery to AWS - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Board Room Decisions: How to Use Threat-Informed Industrial Risk Management-Jason Christopher
RAG & Vector Search ⚡ AI Lesson
Board Room Decisions: How to Use Threat-Informed Industrial Risk Management-Jason Christopher
SANS Institute Intermediate 3y ago
【ENDER DRAGON FIGHT】 where were you when ender dragon is kill
RAG & Vector Search
【ENDER DRAGON FIGHT】 where were you when ender dragon is kill
Ceres Fauna Ch. hololive-EN Beginner 3y ago
What are Python __future__ imports?
RAG & Vector Search
What are Python __future__ imports?
mCoding Intermediate 3y ago
Is It Hype? Senior Engineer Learns GraphQL, Rages and Complains About Docs (RAW TAKE - Part 1)
RAG & Vector Search
Is It Hype? Senior Engineer Learns GraphQL, Rages and Complains About Docs (RAW TAKE - Part 1)
IndyDevDan Beginner 3y ago
JavaScript Under The Hood [4] - Memory Storage
RAG & Vector Search ⚡ AI Lesson
JavaScript Under The Hood [4] - Memory Storage
Traversy Media Beginner 3y ago
Lecture 13: Limits of Functions
RAG & Vector Search
Lecture 13: Limits of Functions
MIT OpenCourseWare Beginner 3y ago
Index Fill Factor | The Backend Engineering Show
RAG & Vector Search
Index Fill Factor | The Backend Engineering Show
Hussein Nasser Beginner 3y ago
Play This Video At My Funeral...
RAG & Vector Search ⚡ AI Lesson
Play This Video At My Funeral...
Russell Brunson Beginner 3y ago
How to build next-level Q&A with OpenAI
RAG & Vector Search ⚡ AI Lesson
How to build next-level Q&A with OpenAI
James Briggs Intermediate 3y ago
A Simple Marketing Tactic That Still Works
RAG & Vector Search
A Simple Marketing Tactic That Still Works
Neil Patel Beginner 3y ago
Here’s Why I Don’t Blog As Often as I Used To
RAG & Vector Search
Here’s Why I Don’t Blog As Often as I Used To
Neil Patel Beginner 3y ago
Evaluation Measures for Search and Recommender Systems
RAG & Vector Search ⚡ AI Lesson
Evaluation Measures for Search and Recommender Systems
James Briggs Beginner 3y ago
Writing zip, but for dictionaries
RAG & Vector Search
Writing zip, but for dictionaries
mCoding Intermediate 3y ago
【MINECRAFT】 Gearing Up
RAG & Vector Search
【MINECRAFT】 Gearing Up
Ceres Fauna Ch. hololive-EN Beginner 3y ago
Strategy To Get Your High Ticket Offers To 7 Figures With Ease S1E14
RAG & Vector Search
Strategy To Get Your High Ticket Offers To 7 Figures With Ease S1E14
Dan Lok Beginner 3y ago
How To Create An Advanced Shopping Cart With React and TypeScript
RAG & Vector Search ⚡ AI Lesson
How To Create An Advanced Shopping Cart With React and TypeScript
Web Dev Simplified Intermediate 3y ago
Lecture 23: Pointwise and Uniform Convergence of Sequences of Functions
RAG & Vector Search
Lecture 23: Pointwise and Uniform Convergence of Sequences of Functions
MIT OpenCourseWare Beginner 3y ago
AWS Cloud Storage - Object/File/Block Storage Foundations - AWS Online Tech Talks
RAG & Vector Search
AWS Cloud Storage - Object/File/Block Storage Foundations - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Reduce costs and modernize IT by migrating your data archives to the cloud - AWS Online Tech Talks
RAG & Vector Search
Reduce costs and modernize IT by migrating your data archives to the cloud - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Lecture 17: Uniform Continuity and the Definition of the Derivative
RAG & Vector Search
Lecture 17: Uniform Continuity and the Definition of the Derivative
MIT OpenCourseWare Intermediate 3y ago
Lecture 21: The Riemann Integral of a Continuous Function
RAG & Vector Search ⚡ AI Lesson
Lecture 21: The Riemann Integral of a Continuous Function
MIT OpenCourseWare Intermediate 3y ago
Lecture 25: Power Series and the Weierstrass Approximation Theorem
RAG & Vector Search ⚡ AI Lesson
Lecture 25: Power Series and the Weierstrass Approximation Theorem
MIT OpenCourseWare Intermediate 3y ago
Lecture 8: The Squeeze Theorem and Operations Involving Convergent Sequences
RAG & Vector Search ⚡ AI Lesson
Lecture 8: The Squeeze Theorem and Operations Involving Convergent Sequences
MIT OpenCourseWare Intermediate 3y ago
Lecture 11: Absolute Convergence and the Comparison Test for Series
RAG & Vector Search
Lecture 11: Absolute Convergence and the Comparison Test for Series
MIT OpenCourseWare Intermediate 3y ago
Lecture 6: The Uncountabality of the Real Numbers
RAG & Vector Search
Lecture 6: The Uncountabality of the Real Numbers
MIT OpenCourseWare Beginner 3y ago
Lecture 15: The Continuity of Sine and Cosine and the Many Discontinuities of Dirichlet's Function
RAG & Vector Search
Lecture 15: The Continuity of Sine and Cosine and the Many Discontinuities of Dirichlet's Function
MIT OpenCourseWare Intermediate 3y ago
Lecture 10: The Completeness of the Real Numbers and Basic Properties of Infinite Series
RAG & Vector Search
Lecture 10: The Completeness of the Real Numbers and Basic Properties of Infinite Series
MIT OpenCourseWare Beginner 3y ago
Lecture 20: Taylor's Theorem and the Definition of Riemann Sums
RAG & Vector Search
Lecture 20: Taylor's Theorem and the Definition of Riemann Sums
MIT OpenCourseWare Intermediate 3y ago
Lecture 12: The Ratio, Root, and Alternating Series Tests
RAG & Vector Search
Lecture 12: The Ratio, Root, and Alternating Series Tests
MIT OpenCourseWare Intermediate 3y ago
Lecture 24: Uniform Convergence, the Weierstrass M-Test, and Interchanging Limits
RAG & Vector Search ⚡ AI Lesson
Lecture 24: Uniform Convergence, the Weierstrass M-Test, and Interchanging Limits
MIT OpenCourseWare Intermediate 3y ago
Lecture 18: Weierstrass's Example of a Continuous and Nowhere Differentiable Function
RAG & Vector Search
Lecture 18: Weierstrass's Example of a Continuous and Nowhere Differentiable Function
MIT OpenCourseWare Intermediate 3y ago
Lecture 5: The Archimedian Property, Density of the Rationals, and Absolute Value
RAG & Vector Search
Lecture 5: The Archimedian Property, Density of the Rationals, and Absolute Value
MIT OpenCourseWare Intermediate 3y ago
Lecture 3: Cantor's Remarkable Theorem and the Rationals' Lack of the Least Upper Bound Property
RAG & Vector Search
Lecture 3: Cantor's Remarkable Theorem and the Rationals' Lack of the Least Upper Bound Property
MIT OpenCourseWare Beginner 3y ago
Lecture 4: The Characterization of the Real Numbers
RAG & Vector Search ⚡ AI Lesson
Lecture 4: The Characterization of the Real Numbers
MIT OpenCourseWare Beginner 3y ago
Lecture 9: Limsup, Liminf, and the Bolzano-Weierstrass Theorem
RAG & Vector Search
Lecture 9: Limsup, Liminf, and the Bolzano-Weierstrass Theorem
MIT OpenCourseWare Beginner 3y ago
Lecture 2: Cantor's Theory of Cardinality (Size)
RAG & Vector Search
Lecture 2: Cantor's Theory of Cardinality (Size)
MIT OpenCourseWare Advanced 3y ago
Lecture 7: Convergent Sequences of Real Numbers
RAG & Vector Search
Lecture 7: Convergent Sequences of Real Numbers
MIT OpenCourseWare Beginner 3y ago
Lecture 1: Sets, Set Operations and Mathematical Induction
RAG & Vector Search
Lecture 1: Sets, Set Operations and Mathematical Induction
MIT OpenCourseWare Beginner 3y ago
Architect with AWS Local Zones to meet data residency requirements, deploy low latency applications
RAG & Vector Search
Architect with AWS Local Zones to meet data residency requirements, deploy low latency applications
AWS Developers Intermediate 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Vector Databases for RAG: An Introduction
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Vector Databases for RAG: An Introduction
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Protect and Grow Your Freelancing Business
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Protect and Grow Your Freelancing Business
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AJAX Authentication and Cross-Origin Requests
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AJAX Authentication and Cross-Origin Requests
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Introduction to .NET Core
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Introduction to .NET Core
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Analyze and Implement Apache HBase for Big Data Storage
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Self-paced
Analyze and Implement Apache HBase for Big Data Storage
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Deploy a Website with Netlify
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Self-paced
Deploy a Website with Netlify
Opens on Coursera ↗