Core AI

RAG & Vector Search

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

4,916
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
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
How Akumin delivers enhanced patient care with Google Cloud NetApp Volumes
RAG & Vector Search
How Akumin delivers enhanced patient care with Google Cloud NetApp Volumes
Google Cloud Beginner 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
Will Deno 2.0 Replace Node.js?
RAG & Vector Search
Will Deno 2.0 Replace Node.js?
Web Dev Simplified Beginner 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
Contextual RAG is stupidly brilliant!
RAG & Vector Search ⚡ AI Lesson
Contextual RAG is stupidly brilliant!
1littlecoder Beginner 1y ago
Watch out for this (async) generator cleanup pitfall in Python
RAG & Vector Search ⚡ AI Lesson
Watch out for this (async) generator cleanup pitfall in Python
mCoding Beginner 1y ago
Edo Liberty, CEO of Pinecone on Vector Databases & Building AI Products Optimized for Love and Trust
RAG & Vector Search
Edo Liberty, CEO of Pinecone on Vector Databases & Building AI Products Optimized for Love and Trust
AssemblyAI Beginner 1y ago
AI for Business Transformation: The Business of Data
RAG & Vector Search
AI for Business Transformation: The Business of Data
Microsoft Research Beginner 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
I Guess We Shipping FNAF Characters Now
RAG & Vector Search ⚡ AI Lesson
I Guess We Shipping FNAF Characters Now
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin 2】 I promise not to throw any more pikmin into the electric fence | #2
RAG & Vector Search
【Pikmin 2】 I promise not to throw any more pikmin into the electric fence | #2
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Tutorial: Weaviate with Local Embedding and Generation models using KubeAI
RAG & Vector Search
Tutorial: Weaviate with Local Embedding and Generation models using KubeAI
Samos123 Beginner 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
RAG vs. Fine Tuning
8:57
RAG & Vector Search ⚡ AI Lesson
RAG vs. Fine Tuning
IBM Technology Beginner 1y ago
5 Ways I Use AI To Automate My Life (as a senior developer)
RAG & Vector Search ⚡ AI Lesson
5 Ways I Use AI To Automate My Life (as a senior developer)
Tech With Tim Beginner 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
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
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
Your Content Plan SUCKS Without THIS…
RAG & Vector Search
Your Content Plan SUCKS Without THIS…
Matt Diggity Beginner 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
Caching demystified: Inspect, clear, and disable caches #DevToolsTips
RAG & Vector Search
Caching demystified: Inspect, clear, and disable caches #DevToolsTips
Chrome for Developers Beginner 1y ago
Knowledge Bases for Amazon Bedrock: Chat with your Document
RAG & Vector Search
Knowledge Bases for Amazon Bedrock: Chat with your Document
AWS Developers Beginner 1y ago
How RAG Turns AI Chatbots Into Something Practical
RAG & Vector Search
How RAG Turns AI Chatbots Into Something Practical
bycloud Beginner 1y ago
6 Steps to Create a Similarity Search Engine with Amazon Bedrock
RAG & Vector Search
6 Steps to Create a Similarity Search Engine with Amazon Bedrock
AWS Developers Beginner 1y ago
【Pikmin 2】 The authentic kindergarten teacher on a field trip experience
RAG & Vector Search
【Pikmin 2】 The authentic kindergarten teacher on a field trip experience
Ceres Fauna Ch. hololive-EN Beginner 1y ago
chatting and super catchup!
RAG & Vector Search
chatting and super catchup!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 6】 FaunaMart is for the LIBRARY
RAG & Vector Search
【ENReco Day 6】 FaunaMart is for the LIBRARY
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 5】 Here at Faunamart, the customer is al̵̜̕w̵͇̍a̴͙͐y̴̯͛s̸͍͋ ̵̪̿r̴̹͐i̴̞̎g̷̣̒h̶̲͊ť̵̝
RAG & Vector Search
【ENReco Day 5】 Here at Faunamart, the customer is al̵̜̕w̵͇̍a̴͙͐y̴̯͛s̸͍͋ ̵̪̿r̴̹͐i̴̞̎g̷̣̒h̶̲͊ť̵̝
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Lecture 6: Refractive Index Diagnostics II
RAG & Vector Search
Lecture 6: Refractive Index Diagnostics II
MIT OpenCourseWare Intermediate 1y ago
This kirin is reading superchats!
RAG & Vector Search
This kirin is reading superchats!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 3】 FAUNAMART IS OPEN 💰 GET YER LOTTO TICKETS HERE 🎰
RAG & Vector Search
【ENReco Day 3】 FAUNAMART IS OPEN 💰 GET YER LOTTO TICKETS HERE 🎰
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 2】 Setting up shop
RAG & Vector Search
【ENReco Day 2】 Setting up shop
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Simon Sinek's Top 10 Rules for Success
RAG & Vector Search
Simon Sinek's Top 10 Rules for Success
Evan Carmichael Beginner 1y ago
【ENReco Day 1】 The holoEN Minecraft RP SMP arc begins...
RAG & Vector Search
【ENReco Day 1】 The holoEN Minecraft RP SMP arc begins...
Ceres Fauna Ch. hololive-EN Beginner 1y ago
I became an idol without knowing how to sing
RAG & Vector Search
I became an idol without knowing how to sing
Ceres Fauna Ch. hololive-EN Beginner 1y ago
fauna (✿◕‿◕)
RAG & Vector Search ⚡ AI Lesson
fauna (✿◕‿◕)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
that shake though 😳 #BreakingDimensions
RAG & Vector Search
that shake though 😳 #BreakingDimensions
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【#Faunaversary2024】 Playing truck sim with a real steering wheel and 3D tracking for my ANNIVERSARY
RAG & Vector Search
【#Faunaversary2024】 Playing truck sim with a real steering wheel and 3D tracking for my ANNIVERSARY
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Lecture 4: Langmuir Probe
RAG & Vector Search ⚡ AI Lesson
Lecture 4: Langmuir Probe
MIT OpenCourseWare Beginner 1y ago
Lecture 2: Magnetics I
RAG & Vector Search ⚡ AI Lesson
Lecture 2: Magnetics I
MIT OpenCourseWare Beginner 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
📚 Continue on Coursera External links · Free to audit
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Advanced Retrieval for AI with Chroma
📚 External: Coursera ↗
Self-paced
Advanced Retrieval for AI with Chroma
Opens on Coursera ↗
Vector Database Foundations and Core Concepts
📚 External: Coursera ↗
Self-paced
Vector Database Foundations and Core Concepts
Opens on Coursera ↗
Project: Generative AI Applications with RAG and LangChain
📚 External: Coursera ↗
Self-paced
Project: Generative AI Applications with RAG and LangChain
Opens on Coursera ↗
Preprocessing Unstructured Data for LLMs and RAG Systems
📚 External: Coursera ↗
Self-paced
Preprocessing Unstructured Data for LLMs and RAG Systems
Opens on Coursera ↗
Vector Databases: from Embeddings to Applications
📚 External: Coursera ↗
Self-paced
Vector Databases: from Embeddings to Applications
Opens on Coursera ↗
RAG-Driven Generative AI
📚 External: Coursera ↗
Self-paced
RAG-Driven Generative AI
Opens on Coursera ↗