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: Time Preferences (Applications) II
RAG & Vector Search
Lecture 6: Time Preferences (Applications) II
MIT OpenCourseWare Intermediate 4y ago
Lecture 13: Social Preferences IV
RAG & Vector Search ⚡ AI Lesson
Lecture 13: Social Preferences IV
MIT OpenCourseWare 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
You can pip install directly from GitHub
RAG & Vector Search ⚡ AI Lesson
You can pip install directly from GitHub
mCoding Intermediate 4y ago
Part 3- Handling Storage permissions in Android app- Building ML usecases using Tensorflow lite
RAG & Vector Search
Part 3- Handling Storage permissions in Android app- Building ML usecases using Tensorflow lite
Krish Naik 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
Why video game doors are so hard to get right
RAG & Vector Search
Why video game doors are so hard to get right
Vox 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
Getting Started with Amazon Elasticsearch Service’s Cold Storage Tier - AWS Online Tech Talks
RAG & Vector Search
Getting Started with Amazon Elasticsearch Service’s Cold Storage Tier - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
2021 Marketing 360 Design Reel
RAG & Vector Search
2021 Marketing 360 Design Reel
Marketing 360 Intermediate 4y ago
Introduction to Amazon Lightsail Object Storage - AWS Online Tech Talks
RAG & Vector Search
Introduction to Amazon Lightsail Object Storage - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
Five Brilliant Brand Identities - August 2021
RAG & Vector Search
Five Brilliant Brand Identities - August 2021
Flux Academy Intermediate 4y ago
What Else Can You Use Tire Shine For?
RAG & Vector Search ⚡ AI Lesson
What Else Can You Use Tire Shine For?
mk8Matt 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
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
1000 Subscribers + Budget Mk6 GTI Update!
RAG & Vector Search ⚡ AI Lesson
1000 Subscribers + Budget Mk6 GTI Update!
mk8Matt Intermediate 4y ago
NestJS in 100 Seconds
RAG & Vector Search ⚡ AI Lesson
NestJS in 100 Seconds
Fireship Intermediate 4y ago
Spy Satellite Expert Explains How to Analyze Satellite Imagery | WIRED
RAG & Vector Search
Spy Satellite Expert Explains How to Analyze Satellite Imagery | WIRED
WIRED Intermediate 4y ago
Iconscout Plugins for Figma, PowerPoint
RAG & Vector Search
Iconscout Plugins for Figma, PowerPoint
IconScout Intermediate 4y ago
Average Salary Hike Of Data Scientist In 2021 From the Data I Collected From January
RAG & Vector Search
Average Salary Hike Of Data Scientist In 2021 From the Data I Collected From January
Krish Naik Intermediate 4y ago
Lecture 8: Risk Preferences II
RAG & Vector Search
Lecture 8: Risk Preferences II
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 22: Happiness and Mental Health
RAG & Vector Search
Lecture 22: Happiness and Mental Health
MIT OpenCourseWare Intermediate 4y ago
Lecture 12: Social Preferences III
RAG & Vector Search
Lecture 12: Social Preferences III
MIT OpenCourseWare 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
Why some animals are shrinking
RAG & Vector Search
Why some animals are shrinking
Vox Intermediate 4y ago
Meeting industry compliance auditing requirements on AWS - AWS Virtual Workshop
RAG & Vector Search ⚡ AI Lesson
Meeting industry compliance auditing requirements on AWS - AWS Virtual Workshop
AWS Developers Intermediate 4y ago
How to stop your VW/AUDI from Burning Oil!
RAG & Vector Search ⚡ AI Lesson
How to stop your VW/AUDI from Burning Oil!
mk8Matt Intermediate 4y ago
Mk6 GTI How Much Power do you get from a FMIC Front Mount Intercooler
RAG & Vector Search ⚡ AI Lesson
Mk6 GTI How Much Power do you get from a FMIC Front Mount Intercooler
mk8Matt Intermediate 4y ago
Reduce Your Storage Costs Using Amazon S3 Storage Lens - AWS Online Tech Talks
RAG & Vector Search
Reduce Your Storage Costs Using Amazon S3 Storage Lens - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
AWS Dev Day - Data & Analytics | Amazon Managed Airflow or AWS Step functions? (Hebrew)
RAG & Vector Search
AWS Dev Day - Data & Analytics | Amazon Managed Airflow or AWS Step functions? (Hebrew)
AWS Developers Intermediate 4y ago
Street Outlaws Drag Racing in NH!
RAG & Vector Search ⚡ AI Lesson
Street Outlaws Drag Racing in NH!
mk8Matt Intermediate 4y ago
23. TCA Cycle II
RAG & Vector Search
23. TCA Cycle II
MIT OpenCourseWare Intermediate 4y ago
29. Lipid Synthesis
RAG & Vector Search
29. Lipid Synthesis
MIT OpenCourseWare Intermediate 4y ago
21. Glycolysis II/Regulation
RAG & Vector Search
21. Glycolysis II/Regulation
MIT OpenCourseWare Intermediate 4y ago
27. Photosynthesis II/CO2 Assimilation
RAG & Vector Search ⚡ AI Lesson
27. Photosynthesis II/CO2 Assimilation
MIT OpenCourseWare Intermediate 4y ago
24. Lipids and Fatty Acid Oxidation
RAG & Vector Search ⚡ AI Lesson
24. Lipids and Fatty Acid Oxidation
MIT OpenCourseWare Intermediate 4y ago
The BEST Budget Oil for your VW/Audi - GTI, Golf, Jetta GLI, Audi A3, Audi S3, ect!
RAG & Vector Search ⚡ AI Lesson
The BEST Budget Oil for your VW/Audi - GTI, Golf, Jetta GLI, Audi A3, Audi S3, ect!
mk8Matt Intermediate 4y ago
Every Time I Crash, The Turbo PSI DOUBLES BeamNG with Wheel
RAG & Vector Search ⚡ AI Lesson
Every Time I Crash, The Turbo PSI DOUBLES BeamNG with Wheel
mk8Matt Intermediate 4y ago
Best Carplay Radio & Backup Cam for Volkswagens!
RAG & Vector Search ⚡ AI Lesson
Best Carplay Radio & Backup Cam for Volkswagens!
mk8Matt Intermediate 4y ago
Integrate Chat and Push Notifications into your App to Drive Fan Engagement via a Second Screen
RAG & Vector Search
Integrate Chat and Push Notifications into your App to Drive Fan Engagement via a Second Screen
AWS Developers Intermediate 4y ago
Optimize Compute for Performance and Cost - AWS Online Tech Talks
RAG & Vector Search ⚡ AI Lesson
Optimize Compute for Performance and Cost - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
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Secure your Cloud Data
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Secure your Cloud Data
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Supply Chain Principles
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Supply Chain Principles
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RAG Systems and Production Operations
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RAG Systems and Production Operations
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Basics of Extracellular Vesicles
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Basics of Extracellular Vesicles
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GenAI Data Engineering and RAG Systems
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GenAI Data Engineering and RAG Systems
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Vector Databases: from Embeddings to Applications
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Vector Databases: from Embeddings to Applications
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