Core AI

RAG & Vector Search

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

5,284
lessons
Skills in this topic
View full skill map โ†’
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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10 Python Functions That Will Simplify Your Life
RAG & Vector Search โšก AI Lesson
10 Python Functions That Will Simplify Your Life
Tech With Tim Beginner 1y ago
Enhancing GKE efficiency with Filestore multishares
RAG & Vector Search
Enhancing GKE efficiency with Filestore multishares
Google Cloud Tech Beginner 1y ago
Why Cats are S Tier Creatures
RAG & Vector Search
Why Cats are S Tier Creatures
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Self Storage in Liverpool ๐Ÿšซ Why It's Not the Best Move #shorts
RAG & Vector Search
Self Storage in Liverpool ๐Ÿšซ Why It's Not the Best Move #shorts
Jacky Chou from Indexsy Beginner 1y ago
Introduction to GIS, Part III: Projection
RAG & Vector Search โšก AI Lesson
Introduction to GIS, Part III: Projection
MIT OpenCourseWare Beginner 1y ago
ใ€Sucker for Love: Date to Die Forใ€‘ The final chapter
RAG & Vector Search
ใ€Sucker for Love: Date to Die Forใ€‘ The final chapter
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Get your dream job through Shark Tank!
RAG & Vector Search
Get your dream job through Shark Tank!
Full Disclosure Beginner 1y ago
This Goal-Setting Hack Will Change Your Life
RAG & Vector Search
This Goal-Setting Hack Will Change Your Life
Evan Carmichael Intermediate 1y ago
Pro tip: Use vector databases like Pinecone for better LLM responses #ai #pinecone #database
RAG & Vector Search โšก AI Lesson
Pro tip: Use vector databases like Pinecone for better LLM responses #ai #pinecone #database
DataCamp Intermediate 1y ago
Nothing should stop you from getting started with AI and vector databases #pinecone #ai
RAG & Vector Search โšก AI Lesson
Nothing should stop you from getting started with AI and vector databases #pinecone #ai
DataCamp Beginner 1y ago
Chunking with Generative Feedback Loops
RAG & Vector Search โšก AI Lesson
Chunking with Generative Feedback Loops
Henry AI Labs Beginner 1y ago
Netflix $1 Million Prize โšก
RAG & Vector Search
Netflix $1 Million Prize โšก
Analytics Vidhya Beginner 1y ago
Minibot Motor Functions Video
RAG & Vector Search
Minibot Motor Functions Video
MIT OpenCourseWare Intermediate 1y ago
The Brutal Truth About Goal Setting No One Wants to Hear | Zig Ziglar
RAG & Vector Search โšก AI Lesson
The Brutal Truth About Goal Setting No One Wants to Hear | Zig Ziglar
Evan Carmichael Beginner 1y ago
33. Jest AI (AI Road map) #shots #Harin6090
RAG & Vector Search
33. Jest AI (AI Road map) #shots #Harin6090
Hari N Intermediate 1y ago
Unlock modern data sharing with Bobsled on BigQuery
RAG & Vector Search
Unlock modern data sharing with Bobsled on BigQuery
Google Cloud Beginner 1y ago
Bosch SDS pioneers sustainability-driven initiatives through digitization, AI and IoT
RAG & Vector Search
Bosch SDS pioneers sustainability-driven initiatives through digitization, AI and IoT
Google Cloud Beginner 1y ago
How I Would Learn Python (if I could start over)
RAG & Vector Search โšก AI Lesson
How I Would Learn Python (if I could start over)
Tech With Tim Beginner 1y ago
Reliable AI at Scale โšก๏ธ RagaAI @ DataHack Summit 2024
RAG & Vector Search โšก AI Lesson
Reliable AI at Scale โšก๏ธ RagaAI @ DataHack Summit 2024
Analytics Vidhya Beginner 1y ago
RAG Fundamentals and Advanced Techniques โ€“ Full Course
RAG & Vector Search โšก AI Lesson
RAG Fundamentals and Advanced Techniques โ€“ Full Course
freeCodeCamp.org Beginner 1y ago
How Codeium Breaks Through the Ceiling for Retrieval: Kevin Hou
RAG & Vector Search
How Codeium Breaks Through the Ceiling for Retrieval: Kevin Hou
AI Engineer Beginner 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
Generate a report with generative AI | Data Exposed: MVP Edition
RAG & Vector Search
Generate a report with generative AI | Data Exposed: MVP Edition
Microsoft Developer Beginner 1y ago
Translate your voice and hear yourself speaking 30+ languages #coding #ailearning #programming
RAG & Vector Search โšก AI Lesson
Translate your voice and hear yourself speaking 30+ languages #coding #ailearning #programming
AssemblyAI Beginner 1y ago
ใ€DARK SOULS: REMASTEREDใ€‘ Truly the Dark Souls of Dark Souls
RAG & Vector Search
ใ€DARK SOULS: REMASTEREDใ€‘ Truly the Dark Souls of Dark Souls
Ceres Fauna Ch. hololive-EN Beginner 1y ago
ใ€MINECRAFTใ€‘ Did you know there are over 60,000 tree species?
RAG & Vector Search โšก AI Lesson
ใ€MINECRAFTใ€‘ Did you know there are over 60,000 tree species?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Using Vector Databases for Better LLM Results with Ram Sriharsha, CTO at Pinecone
RAG & Vector Search โšก AI Lesson
Using Vector Databases for Better LLM Results with Ram Sriharsha, CTO at Pinecone
DataCamp Intermediate 1y ago
#234 High Performance Generative AI Applications with Ram Sriharsha, CTO at Pinecone
RAG & Vector Search โšก AI Lesson
#234 High Performance Generative AI Applications with Ram Sriharsha, CTO at Pinecone
DataCamp Intermediate 1y ago
ใ€Sucker for Love: Date to Die Forใ€‘ Smooching eldritch horrors has never been so difficult
RAG & Vector Search
ใ€Sucker for Love: Date to Die Forใ€‘ Smooching eldritch horrors has never been so difficult
Ceres Fauna Ch. hololive-EN Beginner 1y ago
ใ€Pikminใ€‘ this bulborb looks at your red pikmin like this, wyd?
RAG & Vector Search
ใ€Pikminใ€‘ this bulborb looks at your red pikmin like this, wyd?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
DataCamp Classrooms Orientation Summer 2024
RAG & Vector Search โšก AI Lesson
DataCamp Classrooms Orientation Summer 2024
DataCamp Beginner 1y ago
ใ€Pikminใ€‘ The Nintendo game that gave me nightmares as a child
RAG & Vector Search
ใ€Pikminใ€‘ The Nintendo game that gave me nightmares as a child
Ceres Fauna Ch. hololive-EN Beginner 1y ago
ใ€Planet Zooใ€‘ I got stung by a wasp so I will now enact my revenge upon all insectkind in planet zoo
RAG & Vector Search
ใ€Planet Zooใ€‘ I got stung by a wasp so I will now enact my revenge upon all insectkind in planet zoo
Ceres Fauna Ch. hololive-EN Beginner 1y ago
ใ€THE WITCHER 3ใ€‘ MAIN STORY FINALE (FAUNA END) | #15
RAG & Vector Search
ใ€THE WITCHER 3ใ€‘ MAIN STORY FINALE (FAUNA END) | #15
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Engineering RAG Applications for the Enterprise with Pinecone
RAG & Vector Search โšก AI Lesson
Engineering RAG Applications for the Enterprise with Pinecone
DataCamp Intermediate 1y ago
ใ€Volcano Princessใ€‘ The Parenting Simulator RPG Where Things Can Go Terribly Wrong
RAG & Vector Search โšก AI Lesson
ใ€Volcano Princessใ€‘ The Parenting Simulator RPG Where Things Can Go Terribly Wrong
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Why Diversification is Key to Success with Ray Dalio
RAG & Vector Search โšก AI Lesson
Why Diversification is Key to Success with Ray Dalio
Evan Carmichael Beginner 1y ago
ใ€Sucker for Love: Date to Die Forใ€‘ The Lovecraftian Dating Sim is Back and... More Furry?
RAG & Vector Search
ใ€Sucker for Love: Date to Die Forใ€‘ The Lovecraftian Dating Sim is Back and... More Furry?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
11.350 Lecture 5: The Economics of Healthy Buildings
RAG & Vector Search โšก AI Lesson
11.350 Lecture 5: The Economics of Healthy Buildings
MIT OpenCourseWare 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 11: Policy as a Game Changer for Sustainable Real Estate
RAG & Vector Search
11.350 Lecture 11: Policy as a Game Changer for Sustainable Real Estate
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 8: Climate Risk and Real Estate Markets
RAG & Vector Search โšก 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 โšก 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 13: Financing Sustainable Real Estate at the Asset Level
RAG & Vector Search โšก AI Lesson
11.350 Lecture 13: Financing Sustainable Real Estate at the Asset Level
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 9: Quantifying Climate Risksโ€™ Impacts on Real Estate Values
RAG & Vector Search โšก AI Lesson
11.350 Lecture 9: Quantifying Climate Risksโ€™ Impacts on Real Estate Values
MIT OpenCourseWare Intermediate 1y ago
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