Core AI

RAG & Vector Search

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

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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
Google’s New EmbeddingGemma: Run RAG on Your Phone!
RAG & Vector Search ⚡ AI Lesson
Google’s New EmbeddingGemma: Run RAG on Your Phone!
What's AI by Louis-François Bouchard Intermediate 8mo ago
Apple just made spyware attacks WAY harder
RAG & Vector Search ⚡ AI Lesson
Apple just made spyware attacks WAY harder
David Bombal Intermediate 8mo ago
Oracle Shares Jump 40% on Bullish AI Outlook
RAG & Vector Search ⚡ AI Lesson
Oracle Shares Jump 40% on Bullish AI Outlook
Bloomberg Technology Intermediate 8mo ago
Getting started with Amazon S3 Vectors | Amazon Web Services
RAG & Vector Search
Getting started with Amazon S3 Vectors | Amazon Web Services
Amazon Web Services Intermediate 8mo ago
I Made "Starry Night" Into a Video Game
RAG & Vector Search ⚡ AI Lesson
I Made "Starry Night" Into a Video Game
Matt Wolfe Intermediate 8mo ago
Why API Integrations, RAGs? in Tamil
RAG & Vector Search
Why API Integrations, RAGs? in Tamil
AI Coach John (Tamil) Intermediate 8mo ago
Important Announcement By Raghav Sir #GfG #BigSurprise #Shorts #ViralVideo
RAG & Vector Search
Important Announcement By Raghav Sir #GfG #BigSurprise #Shorts #ViralVideo
GeeksforGeeks Intermediate 8mo ago
Companies Leverage Stack Overflow Internally
RAG & Vector Search ⚡ AI Lesson
Companies Leverage Stack Overflow Internally
MLOps.community Intermediate 8mo ago
Biggest Barriers to Enterprise LLM Adoption #rag #finetuning #hybrid
RAG & Vector Search
Biggest Barriers to Enterprise LLM Adoption #rag #finetuning #hybrid
Data Science Dojo Intermediate 8mo ago
RAG Project: Build an AI Onboarding Chatbot with Streamlit, LangChain, and ChromaDB
RAG & Vector Search ⚡ AI Lesson
RAG Project: Build an AI Onboarding Chatbot with Streamlit, LangChain, and ChromaDB
Alejandro AO Intermediate 8mo ago
How AI Finds Anything Similar! The Vector Database Secret! 🚀
RAG & Vector Search ⚡ AI Lesson
How AI Finds Anything Similar! The Vector Database Secret! 🚀
Analytics Vidhya Intermediate 8mo ago
3 Signs Your Business Needs AI Now! 🚀
RAG & Vector Search
3 Signs Your Business Needs AI Now! 🚀
Coursera Intermediate 8mo ago
When and How to Use VPC Flow Logs
RAG & Vector Search
When and How to Use VPC Flow Logs
Google Cloud Intermediate 8mo ago
Why Great Design Reflects Your Culture
RAG & Vector Search
Why Great Design Reflects Your Culture
Latent Space Intermediate 8mo ago
GraphRAG in Action with Anisha Latchman, on Mr. Maeda's Cozy AI Kitchen
RAG & Vector Search
GraphRAG in Action with Anisha Latchman, on Mr. Maeda's Cozy AI Kitchen
Microsoft Developer Intermediate 8mo ago
From Hospital Janitor to Developer with Emmett Naughton [Podcast #185]
RAG & Vector Search ⚡ AI Lesson
From Hospital Janitor to Developer with Emmett Naughton [Podcast #185]
freeCodeCamp.org Intermediate 9mo ago
From Non-Technical to $300,000 Per Month with AI Automation
RAG & Vector Search
From Non-Technical to $300,000 Per Month with AI Automation
Liam Ottley Intermediate 9mo ago
Instagram’s New Repost Feature is Here!
RAG & Vector Search
Instagram’s New Repost Feature is Here!
Nova Vision Intermediate 9mo ago
The Real Difference Between Weaviate & Other Databases #weaviate #vectordatabase #vectorsearch
RAG & Vector Search ⚡ AI Lesson
The Real Difference Between Weaviate & Other Databases #weaviate #vectordatabase #vectorsearch
Data Science Dojo Intermediate 9mo ago
Fix This Hidden Website Mistake That is Stopping Your Site From Ranking
RAG & Vector Search
Fix This Hidden Website Mistake That is Stopping Your Site From Ranking
One Base Media Intermediate 9mo ago
The Embedding Model That Beats OpenAI & Google in 2025 | NV-Embed-v2: The Fastest, Most Accurate ...
RAG & Vector Search ⚡ AI Lesson
The Embedding Model That Beats OpenAI & Google in 2025 | NV-Embed-v2: The Fastest, Most Accurate ...
cholakovit Intermediate 9mo ago
B2B Personal Branding - It's A Non-Negotiable #personalbranding #b2b #businesgrowth
RAG & Vector Search
B2B Personal Branding - It's A Non-Negotiable #personalbranding #b2b #businesgrowth
fatjoe. Intermediate 9mo ago
RAG Is a Mind Virus?!
RAG & Vector Search
RAG Is a Mind Virus?!
Latent Space Intermediate 9mo ago
Build a RAG System with Python: Expert Knowledge Worker for Insurance Tech Company | Code Infinity
RAG & Vector Search
Build a RAG System with Python: Expert Knowledge Worker for Insurance Tech Company | Code Infinity
CODE INFINITY Intermediate 9mo ago
I Fixed My ADHD with a Receipt Printer
RAG & Vector Search
I Fixed My ADHD with a Receipt Printer
Coding with Lewis Intermediate 9mo ago
I Went From An Avarage Kid To Being So Productive That It Felt Illegal #shorts #students #study
RAG & Vector Search ⚡ AI Lesson
I Went From An Avarage Kid To Being So Productive That It Felt Illegal #shorts #students #study
WebKnower Intermediate 9mo ago
⚡ Build Lightning-Fast Apps with Python + Valkey on AWS
RAG & Vector Search
⚡ Build Lightning-Fast Apps with Python + Valkey on AWS
AWS Developers Intermediate 9mo ago
Optimizing Profit and Creative Content for Effective Social Media Marketing
RAG & Vector Search
Optimizing Profit and Creative Content for Effective Social Media Marketing
Professor Charley T Intermediate 9mo ago
US Leverage in China Trade Talks
RAG & Vector Search ⚡ AI Lesson
US Leverage in China Trade Talks
Bloomberg Technology Intermediate 9mo ago
Scaling Enterprise-Grade RAG: Lessons from Legal Frontier - Calvin Qi (Harvey), Chang She (Lance)
RAG & Vector Search ⚡ AI Lesson
Scaling Enterprise-Grade RAG: Lessons from Legal Frontier - Calvin Qi (Harvey), Chang She (Lance)
AI Engineer Intermediate 9mo ago
Why the founder of #AriZona Beverages priced their #IcedTeas at #99cents
RAG & Vector Search ⚡ AI Lesson
Why the founder of #AriZona Beverages priced their #IcedTeas at #99cents
Business Insider Intermediate 9mo ago
The inspiration and backstory behind the #iconic #AriZona #Icedteas. #beverages
RAG & Vector Search
The inspiration and backstory behind the #iconic #AriZona #Icedteas. #beverages
Business Insider Intermediate 9mo ago
Embedding Your Notes On the Terminal
RAG & Vector Search
Embedding Your Notes On the Terminal
Automata Learning Lab Intermediate 9mo ago
Fitness Freak - The Anthem 💪 |  Gym Motivation Song | Code Infinity
RAG & Vector Search
Fitness Freak - The Anthem 💪 | Gym Motivation Song | Code Infinity
CODE INFINITY Intermediate 9mo ago
[Demo] Lakeflow Designer: No-Code ETL, Powered by the Data Intelligence Platform
RAG & Vector Search ⚡ AI Lesson
[Demo] Lakeflow Designer: No-Code ETL, Powered by the Data Intelligence Platform
Databricks Intermediate 9mo ago
The Rise Of A New Generation Of Linux Users
RAG & Vector Search ⚡ AI Lesson
The Rise Of A New Generation Of Linux Users
Brodie Robertson Intermediate 10mo ago
POC to PROD: Hard Lessons from 200+ Enterprise GenAI Deployments - Randall Hunt, Caylent
RAG & Vector Search ⚡ AI Lesson
POC to PROD: Hard Lessons from 200+ Enterprise GenAI Deployments - Randall Hunt, Caylent
AI Engineer Intermediate 10mo ago
Lecture 11: Graphs and Coloring
RAG & Vector Search
Lecture 11: Graphs and Coloring
MIT OpenCourseWare Intermediate 10mo ago
Lecture 7: Recurrences
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Recurrences
MIT OpenCourseWare Intermediate 10mo ago
How do I know my RAG system isn't missing anything important?
RAG & Vector Search ⚡ AI Lesson
How do I know my RAG system isn't missing anything important?
Microsoft Developer Intermediate 10mo ago
Build a Vision RAG System From Scratch: The Future of Multimodal Retrieval-Augmented Generation!
RAG & Vector Search ⚡ AI Lesson
Build a Vision RAG System From Scratch: The Future of Multimodal Retrieval-Augmented Generation!
The Gradient Path Intermediate 10mo ago
The Art and Science of Tomorrow’s Marketing: AI, Data, and Human Connection
RAG & Vector Search
The Art and Science of Tomorrow’s Marketing: AI, Data, and Human Connection
Zapier Intermediate 10mo ago
Hard truth: there’s no shortcut to long-term success.
RAG & Vector Search ⚡ AI Lesson
Hard truth: there’s no shortcut to long-term success.
Professor Charley T Intermediate 10mo ago
A new course on Retrieval Augmented Generation (RAG) is here!
RAG & Vector Search
A new course on Retrieval Augmented Generation (RAG) is here!
DeepLearningAI Intermediate 10mo ago
A new course on Retrieval Augmented Generation (RAG) is live!
RAG & Vector Search ⚡ AI Lesson
A new course on Retrieval Augmented Generation (RAG) is live!
DeepLearningAI Intermediate 10mo ago
Access Control in RAG: Are We There Yet for SaaS? #RAG #SaaS #LLM
RAG & Vector Search
Access Control in RAG: Are We There Yet for SaaS? #RAG #SaaS #LLM
Data Science Dojo Intermediate 9mo ago
2026 OE Global Conference Save the Date Announcement
RAG & Vector Search
2026 OE Global Conference Save the Date Announcement
MIT OpenCourseWare Intermediate 10mo ago
Navigating Graph vs. Vector RAG
RAG & Vector Search
Navigating Graph vs. Vector RAG
Latent Space Intermediate 10mo ago
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Retrieval Augmented Generation (RAG)
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TikTok Videography: Visual Techniques
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Introduction to Software Testing
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Music as Biology: What We Like to Hear and Why
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Creating a De-identified Copy of Data in Cloud Storage
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