Core AI

RAG & Vector Search

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

4,922
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 15: Dynamic Competition, Part 2
RAG & Vector Search
Lecture 15: Dynamic Competition, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 04: Price Discrimination, Part 2
RAG & Vector Search
Lecture 04: Price Discrimination, Part 2
MIT OpenCourseWare Intermediate 1y ago
Dr. Wayne Dyer: Signs Your Life Is Out of Balance and How to Fix It!
RAG & Vector Search
Dr. Wayne Dyer: Signs Your Life Is Out of Balance and How to Fix It!
Evan Carmichael Intermediate 1y ago
Data Quality and Tonic Textual // Adam Kamor // MLOps Podcast #262 clip
RAG & Vector Search
Data Quality and Tonic Textual // Adam Kamor // MLOps Podcast #262 clip
MLOps.community Intermediate 1y ago
Unlocking productivity with AI
RAG & Vector Search
Unlocking productivity with AI
Google Cloud Intermediate 1y ago
How to Build a Solid Foundation for Success | Zig Ziglar's Secret
RAG & Vector Search ⚡ AI Lesson
How to Build a Solid Foundation for Success | Zig Ziglar's Secret
Evan Carmichael Intermediate 1y ago
THIS is OVERRATED on LinkedIn!!
RAG & Vector Search ⚡ AI Lesson
THIS is OVERRATED on LinkedIn!!
Build You Marketing Intermediate 1y ago
Developing Local AI Copilots with LangChain, NVIDIA NIM, and FAISS | LLM App Development
RAG & Vector Search
Developing Local AI Copilots with LangChain, NVIDIA NIM, and FAISS | LLM App Development
NVIDIA Developer Intermediate 1y ago
Build enterprise generative AI apps using Llama 3 at 1,000 tokens/s on the SambaNova AI platform
RAG & Vector Search
Build enterprise generative AI apps using Llama 3 at 1,000 tokens/s on the SambaNova AI platform
AI Engineer Intermediate 1y ago
Going beyond RAG: Extended Mind Transformers - Phoebe Klett
RAG & Vector Search ⚡ AI Lesson
Going beyond RAG: Extended Mind Transformers - Phoebe Klett
AI Engineer Intermediate 1y ago
Simulate low storage quota with DevTools #DevToolsTips
RAG & Vector Search
Simulate low storage quota with DevTools #DevToolsTips
Chrome for Developers Intermediate 1y ago
Boost Engagement: Embed TikTok Feeds on Your Website!
RAG & Vector Search ⚡ AI Lesson
Boost Engagement: Embed TikTok Feeds on Your Website!
WPBeginner - WordPress Tutorials Intermediate 1y ago
Visualize - Bringing Structure to Unstructured Data // Markus Stoll // MLOps Podcast #258
RAG & Vector Search ⚡ AI Lesson
Visualize - Bringing Structure to Unstructured Data // Markus Stoll // MLOps Podcast #258
MLOps.community Intermediate 1y ago
End to End Multi AI Agents RAG With LangGraph AstraDB And Llama 3.1
RAG & Vector Search
End to End Multi AI Agents RAG With LangGraph AstraDB And Llama 3.1
Krish Naik Intermediate 1y ago
Pro tip: Use vector databases like Pinecone for better LLM responses #ai #pinecone #database
RAG & Vector Search ⚡ AI Lesson
Pro tip: Use vector databases like Pinecone for better LLM responses #ai #pinecone #database
DataCamp Intermediate 1y ago
Using Vector Databases for Better LLM Results with Ram Sriharsha, CTO at Pinecone
RAG & Vector Search ⚡ AI Lesson
Using Vector Databases for Better LLM Results with Ram Sriharsha, CTO at Pinecone
DataCamp Intermediate 1y ago
New course with Vectara! Embedding Models: From Architecture to Implementation
RAG & Vector Search
New course with Vectara! Embedding Models: From Architecture to Implementation
DeepLearningAI Intermediate 1y ago
How Fast Can a New Rank and Rent Domain Rank 🕒 Find Out! #shorts
RAG & Vector Search
How Fast Can a New Rank and Rent Domain Rank 🕒 Find Out! #shorts
Jacky Chou from Indexsy Intermediate 1y ago
A Technical Cloud Project Manager's Journey with LLM Bootcamp
RAG & Vector Search
A Technical Cloud Project Manager's Journey with LLM Bootcamp
Data Science Dojo Intermediate 1y ago
Everything you need to know about the CrowdStrike outage | TechCrunch Minute
RAG & Vector Search
Everything you need to know about the CrowdStrike outage | TechCrunch Minute
TechCrunch Intermediate 1y ago
Lecture 18: Strategic Investment, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 18: Strategic Investment, Part 1
MIT OpenCourseWare Intermediate 1y ago
Lecture 11: Regulating the Tech Giants
RAG & Vector Search
Lecture 11: Regulating the Tech Giants
MIT OpenCourseWare Intermediate 1y ago
Lecture 17: Entry, Part 2
RAG & Vector Search
Lecture 17: Entry, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 01: Monopoly Pricing and Durable Goods, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 01: Monopoly Pricing and Durable Goods, Part 1
MIT OpenCourseWare Intermediate 1y ago
Lecture 19: Strategic Investment, Part 2
RAG & Vector Search
Lecture 19: Strategic Investment, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 16: Entry
RAG & Vector Search
Lecture 16: Entry
MIT OpenCourseWare Intermediate 1y ago
Lecture 02: Monopoly Pricing and Durable Goods, Part 2
RAG & Vector Search
Lecture 02: Monopoly Pricing and Durable Goods, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 8: Refractive Index Diagnostics IV
RAG & Vector Search
Lecture 8: Refractive Index Diagnostics IV
MIT OpenCourseWare Intermediate 1y ago
Lecture 19: Nuclear Diagnostics
RAG & Vector Search
Lecture 19: Nuclear Diagnostics
MIT OpenCourseWare Intermediate 1y ago
Lecture 6: Refractive Index Diagnostics II
RAG & Vector Search
Lecture 6: Refractive Index Diagnostics II
MIT OpenCourseWare Intermediate 1y ago
Lecture 22: Thomson Scattering: Collective
RAG & Vector Search
Lecture 22: Thomson Scattering: Collective
MIT OpenCourseWare Intermediate 1y ago
Lecture 16: Line Broadening
RAG & Vector Search ⚡ AI Lesson
Lecture 16: Line Broadening
MIT OpenCourseWare Intermediate 1y ago
Lecture 18: Neutral Particles
RAG & Vector Search ⚡ AI Lesson
Lecture 18: Neutral Particles
MIT OpenCourseWare Intermediate 1y ago
Lecture 14: Line Radiation
RAG & Vector Search
Lecture 14: Line Radiation
MIT OpenCourseWare Intermediate 1y ago
#234 High Performance Generative AI Applications with Ram Sriharsha, CTO at Pinecone
RAG & Vector Search ⚡ AI Lesson
#234 High Performance Generative AI Applications with Ram Sriharsha, CTO at Pinecone
DataCamp Intermediate 1y ago
Minibot Motor Functions Video
RAG & Vector Search
Minibot Motor Functions Video
MIT OpenCourseWare Intermediate 1y ago
Engineering RAG Applications for the Enterprise with Pinecone
RAG & Vector Search ⚡ AI Lesson
Engineering RAG Applications for the Enterprise with Pinecone
DataCamp Intermediate 1y ago
11.350 Lecture 3: The Economics of Green Buildings, Part 2
RAG & Vector Search
11.350 Lecture 3: The Economics of Green Buildings, Part 2
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 14: Financing Sustainable Real Estate at the Portfolio Level
RAG & Vector Search
11.350 Lecture 14: Financing Sustainable Real Estate at the Portfolio Level
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 8: Climate Risk and Real Estate Markets
RAG & Vector Search ⚡ AI Lesson
11.350 Lecture 8: Climate Risk and Real Estate Markets
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 7: From Green Buildings to Green Cities
RAG & Vector Search ⚡ AI Lesson
11.350 Lecture 7: From Green Buildings to Green Cities
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 10: Topical Discussions
RAG & Vector Search
11.350 Lecture 10: Topical Discussions
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 2: The Economics of Green Buildings, part 1
RAG & Vector Search
11.350 Lecture 2: The Economics of Green Buildings, part 1
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 9: Quantifying Climate Risks’ Impacts on Real Estate Values
RAG & Vector Search ⚡ AI Lesson
11.350 Lecture 9: Quantifying Climate Risks’ Impacts on Real Estate Values
MIT OpenCourseWare Intermediate 1y ago
Lecture 23: Three-Phase Inverters
RAG & Vector Search
Lecture 23: Three-Phase Inverters
MIT OpenCourseWare Intermediate 1y ago
Lecture 38: Gate Drive, Level Shift, Layout
RAG & Vector Search
Lecture 38: Gate Drive, Level Shift, Layout
MIT OpenCourseWare Intermediate 1y ago
Lecture 26: Control, Part 3
RAG & Vector Search ⚡ AI Lesson
Lecture 26: Control, Part 3
MIT OpenCourseWare Intermediate 1y ago
Lecture 8: DC/DC, Part 4
RAG & Vector Search
Lecture 8: DC/DC, Part 4
MIT OpenCourseWare Intermediate 1y ago
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Core 1: Hardware and Network Troubleshooting
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Self-paced
Core 1: Hardware and Network Troubleshooting
Opens on Coursera ↗
Advanced RAG Patterns
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Self-paced
Advanced RAG Patterns
Opens on Coursera ↗
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
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Self-paced
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
Opens on Coursera ↗
Foundations of Generative AI Models
📚 External: Coursera ↗
Self-paced
Foundations of Generative AI Models
Opens on Coursera ↗
Go Fundamentals: Presented by Gopher Guides
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Self-paced
Go Fundamentals: Presented by Gopher Guides
Opens on Coursera ↗
Criar embeddings, pesquisa vetorial e RAG com o BigQuery
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Self-paced
Criar embeddings, pesquisa vetorial e RAG com o BigQuery
Opens on Coursera ↗