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
Use Storytelling To Craft Unforgettable Experiences– Secret of Entertainment Design
RAG & Vector Search ⚡ AI Lesson
Use Storytelling To Craft Unforgettable Experiences– Secret of Entertainment Design
The Futur Beginner 2y ago
2024 Developer Keynote recap with Richard Seroter
RAG & Vector Search ⚡ AI Lesson
2024 Developer Keynote recap with Richard Seroter
Google Cloud Tech Beginner 2y ago
【MINECRAFT】 I made you a golden apple but I eated it
RAG & Vector Search
【MINECRAFT】 I made you a golden apple but I eated it
Ceres Fauna Ch. hololive-EN Beginner 2y ago
RagSys: RAG is just RecSys in Disguise // Chang She // AI in Production Lightning Talk
RAG & Vector Search
RagSys: RAG is just RecSys in Disguise // Chang She // AI in Production Lightning Talk
MLOps.community Intermediate 2y ago
Vector Search and Embeddings
RAG & Vector Search
Vector Search and Embeddings
Google Cloud Beginner 2y ago
Transcribe audio faster, better and cheaper with Universal-1
RAG & Vector Search
Transcribe audio faster, better and cheaper with Universal-1
AssemblyAI Beginner 2y ago
4-Langchain Series-Getting Started With RAG Pipeline Using Langchain Chromadb And FAISS
RAG & Vector Search
4-Langchain Series-Getting Started With RAG Pipeline Using Langchain Chromadb And FAISS
Krish Naik Beginner 2y ago
AI Agent Evaluation with RAGAS
RAG & Vector Search
AI Agent Evaluation with RAGAS
James Briggs Beginner 2y ago
LLMs got dumber?
RAG & Vector Search
LLMs got dumber?
Data Science Dojo Beginner 2y ago
RAG or Fine-tuning — Which is best? #generativeai #llms #llamaindex
RAG & Vector Search ⚡ AI Lesson
RAG or Fine-tuning — Which is best? #generativeai #llms #llamaindex
Data Science Dojo Intermediate 2y ago
【Landlord's Super】 Fauna's a landlord now. Bit sad innit?
RAG & Vector Search
【Landlord's Super】 Fauna's a landlord now. Bit sad innit?
Ceres Fauna Ch. hololive-EN Beginner 2y ago
SUPERHUMAN RAG  #ai
RAG & Vector Search
SUPERHUMAN RAG #ai
Discover AI Advanced 2y ago
Async for loops in Python
RAG & Vector Search ⚡ AI Lesson
Async for loops in Python
mCoding Beginner 2y ago
Maximizing Facebook for Business Growth... The Ultimate Guide
RAG & Vector Search
Maximizing Facebook for Business Growth... The Ultimate Guide
Professor Charley T Beginner 2y ago
Embedding Lua in C++ Part 3: Meh... Just use Sol...
RAG & Vector Search ⚡ AI Lesson
Embedding Lua in C++ Part 3: Meh... Just use Sol...
javidx9 Intermediate 2y ago
Navigating the New Era of AI with Pinecone CEO Edo Liberty
RAG & Vector Search ⚡ AI Lesson
Navigating the New Era of AI with Pinecone CEO Edo Liberty
Weights & Biases Beginner 2y ago
Text Embeddings, Classification, and Semantic Search (w/ Python Code)
RAG & Vector Search
Text Embeddings, Classification, and Semantic Search (w/ Python Code)
Shaw Talebi Intermediate 2y ago
🚀 Boost Your Service Page Rankings to #1 with These SEO Tips! #shorts
RAG & Vector Search
🚀 Boost Your Service Page Rankings to #1 with These SEO Tips! #shorts
Jacky Chou from Indexsy Beginner 2y ago
Navigating the Vector Database Landscape
RAG & Vector Search ⚡ AI Lesson
Navigating the Vector Database Landscape
Weights & Biases Beginner 2y ago
Develop Unlimited Chatbots Free Custom Data Set RAG & Open Source Models, OpenAI's Approach Included
RAG & Vector Search ⚡ AI Lesson
Develop Unlimited Chatbots Free Custom Data Set RAG & Open Source Models, OpenAI's Approach Included
How To AI Beginner 2y ago
Robinhood’s first credit card is here to compete with Apple | TechCrunch Minute
RAG & Vector Search
Robinhood’s first credit card is here to compete with Apple | TechCrunch Minute
TechCrunch Intermediate 2y ago
JETSON AI LAB | Realtime Multimodal VectorDB on Jetson Orin
RAG & Vector Search
JETSON AI LAB | Realtime Multimodal VectorDB on Jetson Orin
NVIDIA Developer Beginner 2y ago
💰💡 Unlocking SEO Agency Profit Secrets! Learn How to Maximize Margins and Boost Revenue #shorts
RAG & Vector Search
💰💡 Unlocking SEO Agency Profit Secrets! Learn How to Maximize Margins and Boost Revenue #shorts
Jacky Chou from Indexsy Beginner 2y ago
How to STOP Planning & Start Doing
RAG & Vector Search ⚡ AI Lesson
How to STOP Planning & Start Doing
Evan Carmichael Intermediate 2y ago
Joint Embedding Architectures simplify AI reasoning #machinelearning #ai #podcast
RAG & Vector Search ⚡ AI Lesson
Joint Embedding Architectures simplify AI reasoning #machinelearning #ai #podcast
The TWIML AI Podcast with Sam Charrington Beginner 2y ago
Chat with Websites: LangChain and Gemini to Supercharge Websites Chats | Streamlit | LLM | Python
RAG & Vector Search
Chat with Websites: LangChain and Gemini to Supercharge Websites Chats | Streamlit | LLM | Python
Eduardo Vasquez Beginner 2y ago
Supercharge vector search with Spanner
RAG & Vector Search
Supercharge vector search with Spanner
Google Cloud Tech Beginner 2y ago
RAG with LangChain & Ollama Locally and For Free
RAG & Vector Search
RAG with LangChain & Ollama Locally and For Free
Evren Ozkip Beginner 2y ago
Building Smarter: IoT Revolutionizes Construction Sites
RAG & Vector Search
Building Smarter: IoT Revolutionizes Construction Sites
Civilex Intermediate 2y ago
How to Build Real Confidence by Trusting Your Confused Mind | Dr. Becky Kennedy
RAG & Vector Search ⚡ AI Lesson
How to Build Real Confidence by Trusting Your Confused Mind | Dr. Becky Kennedy
Evan Carmichael Intermediate 2y ago
How to Improve LLMs with RAG (Overview + Python Code)
RAG & Vector Search
How to Improve LLMs with RAG (Overview + Python Code)
Shaw Talebi Beginner 2y ago
RAG from scratch: Part 10 (Routing)
RAG & Vector Search
RAG from scratch: Part 10 (Routing)
LangChain Advanced 2y ago
Your NVIDIA GPU can power a free ChatGPT (Chat with RTX)
RAG & Vector Search
Your NVIDIA GPU can power a free ChatGPT (Chat with RTX)
Daniel Bourke Beginner 2y ago
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
RAG & Vector Search
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
Professor Charley T Intermediate 2y ago
Leverage Existing Libraries in Data Science
RAG & Vector Search
Leverage Existing Libraries in Data Science
ArjanCodes Beginner 2y ago
Local Retrieval Augmented Generation (RAG) from Scratch (step by step tutorial)
RAG & Vector Search
Local Retrieval Augmented Generation (RAG) from Scratch (step by step tutorial)
Daniel Bourke Beginner 2y ago
Claude 3 Opus RAG Chatbot (Full Walkthrough)
RAG & Vector Search
Claude 3 Opus RAG Chatbot (Full Walkthrough)
James Briggs Intermediate 2y ago
CS50x Puzzle Day 2024
RAG & Vector Search
CS50x Puzzle Day 2024
CS50 Beginner 2y ago
The Reddit IPO is coming...can it live up to years of hype? | TechCrunch Minute
RAG & Vector Search
The Reddit IPO is coming...can it live up to years of hype? | TechCrunch Minute
TechCrunch Beginner 2y ago
Cohere's Command-R a Strong New Model for RAG
RAG & Vector Search ⚡ AI Lesson
Cohere's Command-R a Strong New Model for RAG
Sam Witteveen Beginner 2y ago
AI Camp, Melbourne: How Carsales Uses Metaflow to move ML from prototype to production
RAG & Vector Search ⚡ AI Lesson
AI Camp, Melbourne: How Carsales Uses Metaflow to move ML from prototype to production
Outerbounds Intermediate 2y ago
Is your LLM too generic? Learn how fine-tuning helps! #generativeai #llms #rag #finetuning
RAG & Vector Search
Is your LLM too generic? Learn how fine-tuning helps! #generativeai #llms #rag #finetuning
Data Science Dojo Beginner 2y ago
【HITMAN 3】 They put Boromir in Hitman
RAG & Vector Search
【HITMAN 3】 They put Boromir in Hitman
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【SLICE & DICE】 The addictive dice rolling roguelite has a new update
RAG & Vector Search
【SLICE & DICE】 The addictive dice rolling roguelite has a new update
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【A Difficult Game About Climbing】 I'm going to win.
RAG & Vector Search
【A Difficult Game About Climbing】 I'm going to win.
Ceres Fauna Ch. hololive-EN Beginner 2y ago
How Machines Decipher Human Language? | Learn Embeddings in 5 Minutes! #AI #LanguageProcessing
RAG & Vector Search
How Machines Decipher Human Language? | Learn Embeddings in 5 Minutes! #AI #LanguageProcessing
Data Science Dojo Beginner 2y ago
【🐲 FAUNA'S DUNGEON ⚔】 Birthday Stream!! SPECIAL GUESTS, ACCESSORY REVEALS, & MORE! #Faunjoubi2024
RAG & Vector Search ⚡ AI Lesson
【🐲 FAUNA'S DUNGEON ⚔】 Birthday Stream!! SPECIAL GUESTS, ACCESSORY REVEALS, & MORE! #Faunjoubi2024
Ceres Fauna Ch. hololive-EN Beginner 2y ago
How Salesforce Leverages AI for System Health Monitoring
RAG & Vector Search
How Salesforce Leverages AI for System Health Monitoring
Weights & Biases Intermediate 2y ago
📚 Continue on Coursera External links · Free to audit
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Launch Chroma Fast
📚 External: Coursera ↗
Self-paced
Launch Chroma Fast
Opens on Coursera ↗
Core 1: Hardware and Network Troubleshooting
📚 External: Coursera ↗
Self-paced
Core 1: Hardware and Network Troubleshooting
Opens on Coursera ↗
Criação de agentes de IA com bancos de dados corporativos
📚 External: Coursera ↗
Self-paced
Criação de agentes de IA com bancos de dados corporativos
Opens on Coursera ↗
Launching Your Vector Database Career
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Self-paced
Launching Your Vector Database Career
Opens on Coursera ↗
Python for OOP - The A to Z OOP Python Programming Course
📚 External: Coursera ↗
Self-paced
Python for OOP - The A to Z OOP Python Programming Course
Opens on Coursera ↗
Harnessing LLMs & Text-Embeddings API with Google Vertex AI
📚 External: Coursera ↗
Self-paced
Harnessing LLMs & Text-Embeddings API with Google Vertex AI
Opens on Coursera ↗