Core AI

RAG & Vector Search

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

5,311
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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kirin dance! catch me @ Breaking Dimensions!!!
RAG & Vector Search
kirin dance! catch me @ Breaking Dimensions!!!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【FNAF: INTO THE PIT】 New Five Nights at Freddy's?
RAG & Vector Search
【FNAF: INTO THE PIT】 New Five Nights at Freddy's?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
10 Python Functions That Will Simplify Your Life
RAG & Vector Search ⚡ 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
Self Storage in Liverpool 🚫 Why It's Not the Best Move #shorts
RAG & Vector Search
Self Storage in Liverpool 🚫 Why It's Not the Best Move #shorts
Jacky Chou from Indexsy Beginner 1y ago
Introduction to GIS, Part III: Projection
RAG & Vector Search ⚡ AI Lesson
Introduction to GIS, Part III: Projection
MIT OpenCourseWare 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 ⚡ 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 ⚡ 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 ⚡ AI Lesson
Chunking with Generative Feedback Loops
Henry AI Labs Beginner 1y ago
Netflix $1 Million Prize ⚡
RAG & Vector Search
Netflix $1 Million Prize ⚡
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 ⚡ 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 ⚡ AI Lesson
How I Would Learn Python (if I could start over)
Tech With Tim Beginner 1y ago
Reliable AI at Scale ⚡️ RagaAI @ DataHack Summit 2024
RAG & Vector Search ⚡ AI Lesson
Reliable AI at Scale ⚡️ RagaAI @ DataHack Summit 2024
Analytics Vidhya Beginner 1y ago
RAG Fundamentals and Advanced Techniques – Full Course
RAG & Vector Search ⚡ AI Lesson
RAG Fundamentals and Advanced Techniques – 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 ⚡ AI Lesson
Translate your voice and hear yourself speaking 30+ languages #coding #ailearning #programming
AssemblyAI 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
【Sucker for Love: Date to Die For】 The final chapter
RAG & Vector Search
【Sucker for Love: Date to Die For】 The final chapter
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【DARK SOULS: REMASTERED】 Truly the Dark Souls of Dark Souls
RAG & Vector Search
【DARK SOULS: REMASTERED】 Truly the Dark Souls of Dark Souls
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【MINECRAFT】 Did you know there are over 60,000 tree species?
RAG & Vector Search ⚡ AI Lesson
【MINECRAFT】 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 ⚡ 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 ⚡ AI Lesson
#234 High Performance Generative AI Applications with Ram Sriharsha, CTO at Pinecone
DataCamp Intermediate 1y ago
【Sucker for Love: Date to Die For】 Smooching eldritch horrors has never been so difficult
RAG & Vector Search
【Sucker for Love: Date to Die For】 Smooching eldritch horrors has never been so difficult
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin】 this bulborb looks at your red pikmin like this, wyd?
RAG & Vector Search
【Pikmin】 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 ⚡ AI Lesson
DataCamp Classrooms Orientation Summer 2024
DataCamp Beginner 1y ago
【Pikmin】 The Nintendo game that gave me nightmares as a child
RAG & Vector Search
【Pikmin】 The Nintendo game that gave me nightmares as a child
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Planet Zoo】 I got stung by a wasp so I will now enact my revenge upon all insectkind in planet zoo
RAG & Vector Search
【Planet Zoo】 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
【THE WITCHER 3】 MAIN STORY FINALE (FAUNA END) | #15
RAG & Vector Search
【THE WITCHER 3】 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 ⚡ AI Lesson
Engineering RAG Applications for the Enterprise with Pinecone
DataCamp Intermediate 1y ago
【Volcano Princess】 The Parenting Simulator RPG Where Things Can Go Terribly Wrong
RAG & Vector Search ⚡ AI Lesson
【Volcano Princess】 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 ⚡ AI Lesson
Why Diversification is Key to Success with Ray Dalio
Evan Carmichael Beginner 1y ago
【Sucker for Love: Date to Die For】 The Lovecraftian Dating Sim is Back and... More Furry?
RAG & Vector Search
【Sucker for Love: Date to Die For】 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 ⚡ 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 ⚡ 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
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