Core AI

RAG & Vector Search

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

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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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Superfast RAG with Llama 3 and Groq
RAG & Vector Search
Superfast RAG with Llama 3 and Groq
James Briggs Intermediate 2y ago
What is a generative feedback loop and how does it help? #generativeai #llms #rag
RAG & Vector Search ⚡ AI Lesson
What is a generative feedback loop and how does it help? #generativeai #llms #rag
Data Science Dojo Beginner 2y ago
Accelerate AI ideas to production with Google’s Visual Blocks
RAG & Vector Search
Accelerate AI ideas to production with Google’s Visual Blocks
Google Cloud Tech Beginner 2y ago
Building generative AI apps on Google Cloud with LangChain
RAG & Vector Search
Building generative AI apps on Google Cloud with LangChain
Google Cloud Tech Intermediate 2y ago
Simplify the creation of generative apps with Vertex AI search as your RAG system
RAG & Vector Search
Simplify the creation of generative apps with Vertex AI search as your RAG system
Google Cloud Intermediate 2y ago
Dialpad's 12-month AI blitz: Pioneering the future of revenue and growth
RAG & Vector Search
Dialpad's 12-month AI blitz: Pioneering the future of revenue and growth
Google Cloud Intermediate 2y ago
10 MINUTES a Day to Build a Profitable Amazon Store | Success Stories
RAG & Vector Search ⚡ AI Lesson
10 MINUTES a Day to Build a Profitable Amazon Store | Success Stories
Evan Carmichael Beginner 2y ago
How To Start Dropshipping With TikTok (*The Right Way)
RAG & Vector Search
How To Start Dropshipping With TikTok (*The Right Way)
Santrel Media Beginner 2y ago
Lecture 24: IS-LM and Expectations
RAG & Vector Search ⚡ AI Lesson
Lecture 24: IS-LM and Expectations
MIT OpenCourseWare Intermediate 2y ago
Lecture 19: The Goods Market in the Open Economy
RAG & Vector Search
Lecture 19: The Goods Market in the Open Economy
MIT OpenCourseWare Intermediate 2y ago
Similarity Search with FAISS and Azure SQL | Data Exposed
RAG & Vector Search
Similarity Search with FAISS and Azure SQL | Data Exposed
Microsoft Developer Beginner 2y ago
【Wii Sports】 Kirin plays Wii Sports in the year 2024
RAG & Vector Search
【Wii Sports】 Kirin plays Wii Sports in the year 2024
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Build highly scalable generative AI apps with Vector Search and RAG
RAG & Vector Search
Build highly scalable generative AI apps with Vector Search and RAG
Google Cloud Intermediate 2y ago
Securing the next wave of AI with Palo Alto Networks and Google Cloud
RAG & Vector Search
Securing the next wave of AI with Palo Alto Networks and Google Cloud
Google Cloud Intermediate 2y ago
Beacon of hope: building a brighter future for children's mental health in IL
RAG & Vector Search
Beacon of hope: building a brighter future for children's mental health in IL
Google Cloud Beginner 2y ago
Boost retail sales and conversions with application integration
RAG & Vector Search
Boost retail sales and conversions with application integration
Google Cloud Intermediate 2y ago
Gen AI fueled product and content discovery with Mercado Libre and Grupo Boticario
RAG & Vector Search
Gen AI fueled product and content discovery with Mercado Libre and Grupo Boticario
Google Cloud Intermediate 2y ago
Next-Gen Solutions: Exploring SAP BTP & Google Cloud for Data and AI
RAG & Vector Search
Next-Gen Solutions: Exploring SAP BTP & Google Cloud for Data and AI
Google Cloud Beginner 2y ago
Golden State Warriors supercharge the fan experience with generative AI
RAG & Vector Search
Golden State Warriors supercharge the fan experience with generative AI
Google Cloud Intermediate 2y ago
Lecture 23: Asset Pricing
RAG & Vector Search ⚡ AI Lesson
Lecture 23: Asset Pricing
MIT OpenCourseWare Intermediate 2y ago
Lecture 9: The Phillips Curve and Inflation
RAG & Vector Search
Lecture 9: The Phillips Curve and Inflation
MIT OpenCourseWare Beginner 2y ago
Lecture 15: Technological Progress and Growth
RAG & Vector Search
Lecture 15: Technological Progress and Growth
MIT OpenCourseWare Intermediate 2y ago
Lecture 12: IS-LM-PC Model continued
RAG & Vector Search
Lecture 12: IS-LM-PC Model continued
MIT OpenCourseWare Intermediate 2y ago
Lecture 20: The Mundell-Fleming Model
RAG & Vector Search ⚡ AI Lesson
Lecture 20: The Mundell-Fleming Model
MIT OpenCourseWare Beginner 2y ago
Lecture 1: Introduction to 14.02 Principles of Macroeconomics
RAG & Vector Search ⚡ AI Lesson
Lecture 1: Introduction to 14.02 Principles of Macroeconomics
MIT OpenCourseWare Beginner 2y ago
Lecture 3: The Goods Market
RAG & Vector Search
Lecture 3: The Goods Market
MIT OpenCourseWare Intermediate 2y ago
Lecture 14: Saving, Capital Accumulation, and Output
RAG & Vector Search
Lecture 14: Saving, Capital Accumulation, and Output
MIT OpenCourseWare Intermediate 2y ago
Lecture 8: The Labor Market
RAG & Vector Search
Lecture 8: The Labor Market
MIT OpenCourseWare Intermediate 2y ago
Lecture 13: The Facts of Growth
RAG & Vector Search
Lecture 13: The Facts of Growth
MIT OpenCourseWare Intermediate 2y ago
Lecture 11: The IS-LM-PC Model
RAG & Vector Search
Lecture 11: The IS-LM-PC Model
MIT OpenCourseWare Intermediate 2y ago
Lecture 6: IS-LM, continued
RAG & Vector Search
Lecture 6: IS-LM, continued
MIT OpenCourseWare Intermediate 2y ago
Lecture 22: Financial Markets and Expectations
RAG & Vector Search
Lecture 22: Financial Markets and Expectations
MIT OpenCourseWare Intermediate 2y ago
Lecture 2: Basic Macroeconomic Concepts
RAG & Vector Search ⚡ AI Lesson
Lecture 2: Basic Macroeconomic Concepts
MIT OpenCourseWare Intermediate 2y ago
Lecture 7: An Extended IS-LM Model
RAG & Vector Search
Lecture 7: An Extended IS-LM Model
MIT OpenCourseWare Beginner 2y ago
Lecture 16: Convergence and Cross-Country Variation
RAG & Vector Search
Lecture 16: Convergence and Cross-Country Variation
MIT OpenCourseWare Intermediate 2y ago
Lecture 5: IS-LM Model
RAG & Vector Search
Lecture 5: IS-LM Model
MIT OpenCourseWare Intermediate 2y ago
Lecture 4: The Financial Market
RAG & Vector Search
Lecture 4: The Financial Market
MIT OpenCourseWare Intermediate 2y ago
5. Wafer Cleaning and Gettering - Contamination Measurement Techniques
RAG & Vector Search
5. Wafer Cleaning and Gettering - Contamination Measurement Techniques
MIT OpenCourseWare Intermediate 2y ago
12. Ion Implantation and Annealing - Analytic Models and Monte Carlo
RAG & Vector Search
12. Ion Implantation and Annealing - Analytic Models and Monte Carlo
MIT OpenCourseWare Intermediate 2y ago
22. Silicides, Device Contacts, Novel Gate Materials
RAG & Vector Search
22. Silicides, Device Contacts, Novel Gate Materials
MIT OpenCourseWare Intermediate 2y ago
18. Thin Film Deposition and Epitaxy - CVD Examples and PVD
RAG & Vector Search ⚡ AI Lesson
18. Thin Film Deposition and Epitaxy - CVD Examples and PVD
MIT OpenCourseWare Intermediate 2y ago
23. Growth and Processing of Strained Si/SiGe and Stress Effects on Devices
RAG & Vector Search
23. Growth and Processing of Strained Si/SiGe and Stress Effects on Devices
MIT OpenCourseWare Intermediate 2y ago
15. Transient Enhanced Diffusion (TED) - Simulation Examples, TED Calculations, RSCE in detail
RAG & Vector Search ⚡ AI Lesson
15. Transient Enhanced Diffusion (TED) - Simulation Examples, TED Calculations, RSCE in detail
MIT OpenCourseWare Intermediate 2y ago
8. Dopant Diffusion - Need for Abrupt Profiles, Fick's Laws, Simple Analytic
RAG & Vector Search
8. Dopant Diffusion - Need for Abrupt Profiles, Fick's Laws, Simple Analytic
MIT OpenCourseWare Beginner 2y ago
19. Thin Film Deposition and Epitaxy - Modeling Topography of Deposition
RAG & Vector Search
19. Thin Film Deposition and Epitaxy - Modeling Topography of Deposition
MIT OpenCourseWare Intermediate 2y ago
17. Thin Film Deposition and Epitaxy - Introduction to CVD, Si Epitaxial Growth
RAG & Vector Search ⚡ AI Lesson
17. Thin Film Deposition and Epitaxy - Introduction to CVD, Si Epitaxial Growth
MIT OpenCourseWare Beginner 2y ago
14. Transient Enhanced Diffusion (TED) - +1 Model, (311) Defects and TED Introduction
RAG & Vector Search ⚡ AI Lesson
14. Transient Enhanced Diffusion (TED) - +1 Model, (311) Defects and TED Introduction
MIT OpenCourseWare Beginner 2y ago
10. Dopant Diffusion - Fermi Level Effects, I and V Assisted Diffusion
RAG & Vector Search ⚡ AI Lesson
10. Dopant Diffusion - Fermi Level Effects, I and V Assisted Diffusion
MIT OpenCourseWare Intermediate 2y ago
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Vector Database Projects: AI Recommendation Systems
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Self-paced
Vector Database Projects: AI Recommendation Systems
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Advanced RAG Patterns
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Advanced RAG Patterns
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Getting Started with Vector Databases and AI Embeddings
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Getting Started with Vector Databases and AI Embeddings
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Embed Everything
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Embed Everything
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Geodesign: Change Your World
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Self-paced
Geodesign: Change Your World
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Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
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Self-paced
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
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