Core AI

RAG & Vector Search

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

4,909
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
Life Changing LESSONS You Need to Learn Before It's TOO LATE!
RAG & Vector Search
Life Changing LESSONS You Need to Learn Before It's TOO LATE!
Evan Carmichael Intermediate 1y ago
Xometry and Google Cloud Consulting: Revolutionizing Custom Manufacturing
RAG & Vector Search
Xometry and Google Cloud Consulting: Revolutionizing Custom Manufacturing
Google Cloud Intermediate 1y ago
Beyond Keywords: A Hands-on Guide to Modern Semantic Search Techniques
RAG & Vector Search
Beyond Keywords: A Hands-on Guide to Modern Semantic Search Techniques
Analytics Vidhya Intermediate 1y ago
Get Data Into Databricks - Batch Inference
RAG & Vector Search ⚡ AI Lesson
Get Data Into Databricks - Batch Inference
Databricks Beginner 1y ago
Get Data Into Databricks - Vector Search on Mosaic AI
RAG & Vector Search ⚡ AI Lesson
Get Data Into Databricks - Vector Search on Mosaic AI
Databricks Beginner 1y ago
Faster Training, Better Intents | RAG Intent Recognition: Explained
RAG & Vector Search ⚡ AI Lesson
Faster Training, Better Intents | RAG Intent Recognition: Explained
Voiceflow Beginner 1y ago
AI-Driven Teams: How to Transform Your Workforce
RAG & Vector Search ⚡ AI Lesson
AI-Driven Teams: How to Transform Your Workforce
AI Explored Beginner 1y ago
RAG Explained: The Power of Retrieval-Augmented Generation in AI
RAG & Vector Search
RAG Explained: The Power of Retrieval-Augmented Generation in AI
Logical Lenses Beginner 1y ago
3 Must-Know Open-Source RAG Frameworks
RAG & Vector Search ⚡ AI Lesson
3 Must-Know Open-Source RAG Frameworks
Analytics Vidhya Intermediate 1y ago
Using Open Source & Closed Source Embedding Model with Weaviate
RAG & Vector Search
Using Open Source & Closed Source Embedding Model with Weaviate
Data Science Dojo Intermediate 1y ago
AI Quick Tip: Supercharge Your Schedule with AI and Reclaim Your Time!
RAG & Vector Search
AI Quick Tip: Supercharge Your Schedule with AI and Reclaim Your Time!
Coursera Beginner 1y ago
How to Choose an Embedding Model?
RAG & Vector Search ⚡ AI Lesson
How to Choose an Embedding Model?
Data Science Dojo Beginner 1y ago
Once a pitaya is picked, time is of the essence. #Dragonfruit #Fruit #Foodie
RAG & Vector Search
Once a pitaya is picked, time is of the essence. #Dragonfruit #Fruit #Foodie
Business Insider Intermediate 1y ago
Gemini in BigQuery learning path
RAG & Vector Search
Gemini in BigQuery learning path
Google Cloud Beginner 1y ago
My 5 "Clean" Code Principles (Start These Now)
RAG & Vector Search ⚡ AI Lesson
My 5 "Clean" Code Principles (Start These Now)
Tech With Tim Beginner 1y ago
Competition Gets INTENSE!⚡| VeeFriends 🐈‍⬛ | Full Episodes
RAG & Vector Search
Competition Gets INTENSE!⚡| VeeFriends 🐈‍⬛ | Full Episodes
VeeFriends Cartoons Intermediate 1y ago
Did Lovable Kill Webflow?
RAG & Vector Search
Did Lovable Kill Webflow?
Flux Academy Beginner 1y ago
Building AI vs Traditional Tech: CEOs Spill the Tea
RAG & Vector Search
Building AI vs Traditional Tech: CEOs Spill the Tea
AssemblyAI Beginner 1y ago
Develop with Looker Embedding
RAG & Vector Search
Develop with Looker Embedding
Google Cloud Tech Beginner 1y ago
99% of people overcomplicate making money online (It’s actually easy)
RAG & Vector Search ⚡ AI Lesson
99% of people overcomplicate making money online (It’s actually easy)
HelpBnk Beginner 1y ago
Weaviate | Storage Engine | Indexing Algorithms | Optimizations | Downsides & Trade-offs | Use Cases
RAG & Vector Search
Weaviate | Storage Engine | Indexing Algorithms | Optimizations | Downsides & Trade-offs | Use Cases
cholakovit Advanced 1y ago
How to Build Your MBA Profile in 2 Months!
RAG & Vector Search
How to Build Your MBA Profile in 2 Months!
Full Disclosure Intermediate 1y ago
Advanced RAG with LlamaIndex - Metadata Extraction [2025]
RAG & Vector Search ⚡ AI Lesson
Advanced RAG with LlamaIndex - Metadata Extraction [2025]
Alejandro AO Beginner 1y ago
3 Python Developer Roadmaps - That Actually Work...
RAG & Vector Search ⚡ AI Lesson
3 Python Developer Roadmaps - That Actually Work...
Tech With Tim Beginner 1y ago
🧠 Problem: Too much data for embedding? 🤯🧩 Solution: Chunk your data! ✂️
RAG & Vector Search
🧠 Problem: Too much data for embedding? 🤯🧩 Solution: Chunk your data! ✂️
Google Cloud Tech Intermediate 1y ago
Roadmap to become Data scientist in 2025  Episode#02 -Podcast with AI Coach John
RAG & Vector Search
Roadmap to become Data scientist in 2025 Episode#02 -Podcast with AI Coach John
AI Coach John (Tamil) Intermediate 1y ago
Join us in RAG Time this March!
RAG & Vector Search
Join us in RAG Time this March!
Microsoft Developer Beginner 1y ago
Explaining RAG in under 5 minutes
RAG & Vector Search
Explaining RAG in under 5 minutes
Annie Sexton Beginner 1y ago
Graph RAG Evolved: PathRAG (Relational Reasoning Paths)
RAG & Vector Search ⚡ AI Lesson
Graph RAG Evolved: PathRAG (Relational Reasoning Paths)
Discover AI Advanced 1y ago
Terence Tao continuing history’s cleverest cosmological measurements
RAG & Vector Search ⚡ AI Lesson
Terence Tao continuing history’s cleverest cosmological measurements
3Blue1Brown Beginner 1y ago
Pinecone | Storage Engine | Indexing Algorithms | Optimizations | Downsides & Trade-offs | Use Cases
RAG & Vector Search
Pinecone | Storage Engine | Indexing Algorithms | Optimizations | Downsides & Trade-offs | Use Cases
cholakovit Intermediate 1y ago
Disney Got Sued Over Frozen?! ❄️⚖️   #shorts
RAG & Vector Search
Disney Got Sued Over Frozen?! ❄️⚖️ #shorts
Jacky Chou from Indexsy Intermediate 1y ago
How to build your own Chrome extension and customize your web experience
RAG & Vector Search ⚡ AI Lesson
How to build your own Chrome extension and customize your web experience
Chrome for Developers Beginner 1y ago
Will vector databases survive any longer?
RAG & Vector Search
Will vector databases survive any longer?
Underfitted Advanced 1y ago
How to Stay Grounded and Keep Pushing
RAG & Vector Search
How to Stay Grounded and Keep Pushing
Evan Carmichael Beginner 1y ago
How to Get Your Data Ready for AI Agents (Docs, PDFs, Websites)
RAG & Vector Search
How to Get Your Data Ready for AI Agents (Docs, PDFs, Websites)
Dave Ebbelaar Intermediate 1y ago
Bob van Lujit Talks About How AI Is A Wild Mix Of Art, Science, Engineering & Design #ai #podcast
RAG & Vector Search
Bob van Lujit Talks About How AI Is A Wild Mix Of Art, Science, Engineering & Design #ai #podcast
Data Science Dojo Advanced 1y ago
Balancing Cost and Accuracy in AI Models
RAG & Vector Search
Balancing Cost and Accuracy in AI Models
Data Science Dojo Intermediate 1y ago
Enterprise AI: Jay Alammar's Take On Choosing Between RAG and Fine-Tuning #rag #finetuning #podcast
RAG & Vector Search
Enterprise AI: Jay Alammar's Take On Choosing Between RAG and Fine-Tuning #rag #finetuning #podcast
Data Science Dojo Advanced 1y ago
Master Machine Learning: Optimize Model Costs and Performance
RAG & Vector Search
Master Machine Learning: Optimize Model Costs and Performance
Data Science Dojo Intermediate 1y ago
What Is Uncanny Valley Phenomenon? Bob van Lujit, CEO Of Weaviate, Explains
RAG & Vector Search ⚡ AI Lesson
What Is Uncanny Valley Phenomenon? Bob van Lujit, CEO Of Weaviate, Explains
Data Science Dojo Beginner 1y ago
Qdrant | Storage Engine | Indexing Algorithms | Optimizations | Downsides & Trade-offs | Use Cases
RAG & Vector Search
Qdrant | Storage Engine | Indexing Algorithms | Optimizations | Downsides & Trade-offs | Use Cases
cholakovit Intermediate 1y ago
Retrieval, rerankers, and RAG tips and tricks | Data Brew | Episode 39
RAG & Vector Search ⚡ AI Lesson
Retrieval, rerankers, and RAG tips and tricks | Data Brew | Episode 39
Databricks Advanced 1y ago
Production-grade AI – guaranteed. Launch Enterprise AI solutions in hours with Contextual AI.
RAG & Vector Search
Production-grade AI – guaranteed. Launch Enterprise AI solutions in hours with Contextual AI.
Google Cloud Intermediate 1y ago
Challenges of ML/AI Applications | Vector Databases with Weaviate: Part 3 | Community Webinar
RAG & Vector Search ⚡ AI Lesson
Challenges of ML/AI Applications | Vector Databases with Weaviate: Part 3 | Community Webinar
Data Science Dojo Intermediate 1y ago
How MasterCard Improved Customer Support Time with AI-Powered Automation
RAG & Vector Search ⚡ AI Lesson
How MasterCard Improved Customer Support Time with AI-Powered Automation
Databricks Beginner 1y ago
AKA Foods: Powering food innovation with Google Cloud
RAG & Vector Search
AKA Foods: Powering food innovation with Google Cloud
Google Cloud Intermediate 1y ago
I encourage you master this coding skill that will make you stand out as a software developer.
RAG & Vector Search ⚡ AI Lesson
I encourage you master this coding skill that will make you stand out as a software developer.
Tech With Tim Intermediate 1y ago
📚 Continue on Coursera External links · Free to audit
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Build Chroma Search
📚 External: Coursera ↗
Self-paced
Build Chroma Search
Opens on Coursera ↗
Multimodal RAG with GPT – Build Smarter Search & AI Systems
📚 External: Coursera ↗
Self-paced
Multimodal RAG with GPT – Build Smarter Search & AI Systems
Opens on Coursera ↗
Pesquisa vetorial e embeddings
📚 External: Coursera ↗
Self-paced
Pesquisa vetorial e embeddings
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 ↗
Plan a Successful Freelancing Business
📚 External: Coursera ↗
Self-paced
Plan a Successful Freelancing Business
Opens on Coursera ↗
Develop Intelligent AI Agents with OpenAI
📚 External: Coursera ↗
Self-paced
Develop Intelligent AI Agents with OpenAI
Opens on Coursera ↗